Patent Grant
10684330
The present disclosure relates generally to monitoring of energy storage devices, and in particular detecting thermal runaway of a battery.
Lead acid energy storage devices are prevalent and have been used in a variety of applications for well over 100 years. In some instances, these energy storage devices have been monitored to assess a condition of the energy storage device. Nevertheless, these prior art monitoring techniques typically are complex enough and sufficiently costly as to limit their use, and to limit the amount of data that is obtained, particularly in low value remote applications. For example, there is generally insufficient data about the history of a specific energy storage device over the life of its application. Moreover, in small numbers, some energy storage devices are coupled to sensors to collect data about the energy storage system, but this is not typical of large numbers of devices and/or in geographically dispersed systems. Often the limited data obtained via prior art monitoring is insufficient to support analysis, actions, notifications and determinations that may otherwise be desirable. Similar limitations exist for non-lead-acid energy storage devices. In particular, these batteries, due to their high energy and power have entered various new mobile applications that are not suitable for traditional monitoring systems. Accordingly, new devices, systems and methods for monitoring energy storage devices (and batteries in particular) remain desirable, for example for providing new opportunities in managing one or more energy storage devices, including in diverse and/or remote geographic locations.
In an example embodiment, a method of monitoring battery temperature and providing alerts when temperatures are abnormal. The method may comprise: wirelessly receiving temperature measurement data from a single monobloc or a plurality of monoblocs that are electrically connected in series or parallel, wherein a temperature measurement data represent the temperatures inside each of said plurality of monoblocs; calculating a temperature value, TPDAVE, equal to an average of the temperature measurement data wirelessly received from all the plurality of monoblocs in a battery; calculating a high temperature difference, TPDH, as an absolute value of the difference between the highest monobloc temperature in the battery and the TPDAVE; calculating a low temperature difference, TPDL, as an absolute value of the difference between the lowest monobloc temperature in the battery and the TPDAVE; and establishing an alert when the TPDH is greater than a predetermined high temperature threshold or when the TPHL is greater than a predetermined low temperature threshold.
In an example embodiment, a method for preventing thermal runaway in a battery comprising a plurality of monoblocs arranged in at least a first string and a second string, wherein each of the plurality of monoblocs in the first and second string is electrically connected in series, and/or wherein the first and second strings are connected in parallel. The method may comprise: measuring temperature readings and voltage readings wirelessly, without measuring current, wherein a temperature measurement data represents a temperature inside each of said plurality of monoblocs; calculating a string temperature equal to an average of all the temperature measurement data wirelessly received from all the plurality of monoblocs in the first string in the battery; calculating a battery temperature equal to the average of all the temperature measurement data wirelessly received from the plurality of monoblocs, of the battery, that are not in the first string, TPDAVE; calculating the difference between the string temperature and the battery temperature; and identifying, and sending an alert warning that the first string is impending thermal runaway when the difference between the battery temperature, TPDAVE, and the string temperature is greater than a predetermined temperature difference threshold, and when the string temperature is greater than a predetermined string temperature threshold.
In an example embodiment, a system is provided. The system may comprise: a battery, wherein the battery comprises at least two monoblocs that are electrically interconnected; and a remote device in communication with the battery, the remote device configured to perform operations comprising: receiving temperature data from each monobloc in the battery; calculating a temperature equal to an average of all temperature measurement data, TPDAVE, wirelessly received from all the at least two monoblocs in the battery; calculating a high temperature difference, TPDH, as an absolute value of the difference between the highest monobloc temperature in the battery and the TPDAVE; calculating a low temperature difference, TPDL, as an absolute value of the difference between the lowest monobloc temperature in the battery and an average of the temperature measurement data; and establishing an alert when the TPDH is greater than a predetermined high temperature threshold or when the TPDL is greater than a predetermined low temperature threshold.
The contents of this section are intended as a simplified introduction to the disclosure, and are not intended to limit the scope of any claim.
The detailed description shows embodiments by way of illustration, including the best mode. While these embodiments are described in sufficient detail to enable those skilled in the art to practice the principles of the present disclosure, it should be understood that other embodiments may be realized and that logical, mechanical, chemical, and/or electrical changes may be made without departing from the spirit and scope of principles of the present disclosure. Thus, the detailed description herein is presented for purposes of illustration only and not of limitation. For example, the steps recited in any of the method descriptions may be executed in any suitable order and are not limited to the order presented.
Moreover, for the sake of brevity, certain sub-components of individual components and other aspects of the system may not be described in detail herein. It should be noted that many alternative or additional functional relationships or physical couplings may be present in a practical system, for example a battery monitoring system. Such functional blocks may be realized by any number of suitable components configured to perform specified functions.
Principles of the present disclosure improve the operation of a battery, for example by eliminating monitoring components such as a current sensor which can drain a battery of charge prematurely. Further, a battery monitoring circuit may be embedded within the battery at the time of manufacture, such that it is capable of monitoring the battery and storing/transmitting associated data from the first day of a battery's life until it is recycled or otherwise disposed of. Moreover, principles of the present disclosure improve the operation of various computing devices, such as a mobile communications device and/or a battery monitor circuit, in numerous ways, for example: reducing the memory utilized by a battery monitor circuit via compact storage of battery history information in a novel matrix-like database, thus reducing manufacturing expense, operating current draw, and extending operational lifetime of the battery monitor circuit; facilitating monitoring and/or control of multiple monoblocs via a single mobile communications device, thus improving efficiency and throughput; and reducing the amount of data transmitted across a network linking one or more batteries and a remote device, thus freeing up the network to carry other transmitted data and/or to carry data of relevance more quickly, and also to significantly reduce communications costs.
Additionally, principles of the present disclosure improve the operation of devices coupled to and/or associated with a battery, for example a cellular radio base station, an electric forklift, an e-bike, and/or the like.
Yet further, application of principles of the present disclosure transform and change objects in the real world. For example, as part of an example algorithm, lead sulfate in a lead-acid monobloc is caused to convert to lead, lead oxide, and sulfuric acid via application of a charging current, thus transforming a partially depleted lead-acid battery into a more fully charged battery. Moreover, as part of another example algorithm, various monoblocs in a warehouse may be physically repositioned, recharged, or even removed from the warehouse or replaced, thus creating a new overall configuration of monoblocs in the warehouse.
It will be appreciated that various other approaches for monitoring, maintenance, and/or use of energy storage devices exist. As such, the systems and methods claimed herein do not preempt any such fields or techniques, but rather represent various specific advances offering technical improvements, time and cost savings, environmental benefits, improved battery life, and so forth. Additionally, it will be appreciated that various systems and methods disclosed herein offer such desirable benefits while, at the same time, eliminating a common, costly, power-draining component of prior monitoring systems—namely, a current sensor. Stated another way, various example systems and methods do not utilize, and are configured without, a current sensor and/or information available therefrom, in stark contrast to nearly all prior approaches.
In an exemplary embodiment, a battery monitor circuit is disclosed. The battery monitor circuit may be configured to sense, record, and/or wired or wirelessly communicate, certain information from and/or about a battery, for example date/time, voltage and temperature information from a battery.
In an exemplary embodiment, a monobloc is an energy storage device comprising at least one electrochemical cell, and typically a plurality of electrochemical cells. As used herein, the term “battery” can mean a single monobloc, or it can mean a plurality of monoblocs that are electrically connected in series and/or parallel. A “battery” comprising a plurality of monoblocs that are electrically connected in series and/or parallel is sometimes referred to in other literature as a “battery pack.” A battery may comprise a positive terminal and a negative terminal. Moreover, in various exemplary embodiments, a battery may comprise a plurality of positive and negative terminals. In an exemplary embodiment, a battery monitor circuit is disposed within a battery, for example positioned or embedded inside a battery housing and connected to battery terminals via a wired connection. In another exemplary embodiment, a battery monitor circuit is connected to a battery, for example coupled to the external side of a battery housing and connected to the battery terminals via a wired connection.
In an embodiment, a battery monitor circuit comprises various electrical components, for example a voltage sensor, a temperature sensor, a processor for executing instructions, a memory for storing data and/or instructions, an antenna, and a transmitter/receiver/transceiver. In some exemplary embodiments, a battery monitor circuit may also include a clock, for example a real-time clock. Moreover, a battery monitor circuit may also include positioning components, for example a global positioning system (GPS) receiver circuit.
In certain example embodiments, a battery monitor circuit may comprise a voltage sensor configured with wired electrical connections to a battery, for monitoring a voltage between a positive terminal and a negative terminal (the terminals) of the battery. Moreover, the battery monitor circuit may comprise a temperature sensor for monitoring a temperature of (and/or associated with) the battery. The battery monitor circuit may comprise a processor for receiving a monitored voltage signal from the voltage sensor, for receiving a monitored temperature signal from the temperature sensor, for processing the monitored voltage signal and the monitored temperature signal, for generating voltage data and temperature data based on the monitored voltage signal and the monitored temperature signal, and for executing other functions and instructions.
In various example embodiments, the battery monitor circuit comprises a memory for storing data, for example voltage data and temperature data from (and/or associated with) a battery. Moreover, the memory may also store instructions for execution by the processor, data and/or instructions received from an external device, and so forth. In an exemplary embodiment, the voltage data represents the voltage across the terminals of the battery, and the temperature data represents a temperature as measured at a particular location on and/or in the battery. Yet further, the battery monitor circuit may comprise an antenna and a transceiver, for example for wirelessly communicating data, such as the voltage data and the temperature data to a remote device, and for receiving data and/or instructions. Alternatively, the battery monitor circuit may include a wired connection to the battery and/or to a remote device, for example for communicating the voltage data and the temperature data to a remote device via the wired connection, and/or for receiving data and/or instructions. In one exemplary embodiment, the battery monitor circuit transmits the voltage data and the temperature data wirelessly via the antenna to the remote device. In another exemplary embodiment, the battery monitor circuit transmits the voltage data and the temperature data via a wired connection to the remote device. In an exemplary embodiment, the battery monitor circuit is configured to be located external to the battery and wired electrically to the battery.
The battery monitor circuit may be formed, in one exemplary embodiment, via coupling of various components to a circuit board. In an exemplary embodiment, the battery monitor circuit further incorporates a real-time clock. The real-time clock may be used, for example, for precisely timing collection of voltage and temperature data for a battery. As described herein, the battery monitor circuit may be positioned internal to the battery, and configured to sense an internal temperature of the battery; alternatively, the battery monitor circuit may be positioned external to the battery, and configured to sense an external temperature of the battery. In another exemplary embodiment, a battery monitor circuit is positioned within a monobloc to sense an internal temperature of a monobloc. In still another exemplary embodiment, a battery monitor circuit is coupled to a monobloc to sense an external temperature of a monobloc. The wired and/or wireless signals from the battery monitor circuit can be the basis for various useful actions and determinations as described further herein.
With reference now to
The battery 100 may have a housing 110. For example, the battery 100 may be configured with a sealed monobloc lead-acid energy storage case made of a durable material. The battery 100 may further comprise a positive terminal 101 and a negative terminal 102. The sealed case may have openings through which the positive terminal 101 and negative terminal 102 pass.
With reference now to
The battery 200 may have a cabinet or housing 210. For example, the battery 200 may comprise thermal and mechanical structures to protect the battery and provide a suitable environment for its operation.
With reference now to
In an exemplary embodiment, a battery monitor circuit 120 may be disposed within and internally connected to the battery 100; alternatively, a battery monitor circuit 120 may be coupled to and externally connected to the battery 100/200. In an exemplary embodiment, a single battery monitor circuit 120 may be disposed within and associated with a single monobloc (see battery 100), as illustrated in
The battery monitor circuit 120 may comprise a voltage sensor 130, a temperature sensor 140, a processor 150, a transceiver 160, an antenna 170, and a storage medium or memory (not shown in the Figures). In an exemplary embodiment, a battery monitor circuit 120 is configured to sense a voltage and temperature associated with a monobloc or battery 100/200, to store the sensed voltage and temperature in the memory together with an associated time of these readings, and to transmit the voltage and temperature data (with their associated time) from the battery monitor circuit 120 to one or more external locations.
In an exemplary embodiment, the voltage sensor 130 may be electrically connected by a wire to a positive terminal 101/201 of the battery 100/200 and by a wire to a negative terminal 102/202 of the battery 100/200. In an exemplary embodiment, the voltage sensor 130 is configured to sense a voltage of the battery 100/200. For example, the voltage sensor 130 may be configured to sense the voltage between the positive terminal 101/201 and the negative terminal 102/202. In an exemplary embodiment, the voltage sensor 130 comprises an analog to digital converter. However, any suitable device for sensing the voltage of the battery 100/200 may be used.
In an exemplary embodiment, the temperature sensor 140 is configured to sense a temperature measurement of the battery 100/200. In one exemplary embodiment, the temperature sensor 140 may be configured to sense a temperature measurement at a location in or inside of the battery 100/200. The location where the temperature measurement is taken can be selected such that the temperature measurement is reflective of the temperature of the electrochemical cells comprising battery 100/200. In another exemplary embodiment, the temperature sensor 140 may be configured to sense a temperature measurement at a location on or outside of the battery 100/200. The location where the temperature measurement is taken can be selected such that the temperature measurement primarily reflects the temperature of the electrochemical cells comprising battery 100/200 itself and only indirectly, secondarily, or less significantly is influenced by neighboring batteries or environmental temperature. In various exemplary embodiments, the battery monitor circuit 120 is configured to be located inside of the battery 100/200. Moreover, in various exemplary embodiments the presence of battery monitor circuit 120 within battery 100/200 may not be visible or detectable via external visual inspection of battery 100/200. In other exemplary embodiments, the battery monitor circuit 120 is configured to be located outside of the battery 100/200, for example attached to a battery 100/200, electrically connected by wire to battery 100/200, and/or configured to move with battery 100/200 so as to remain electrically connected to the positive and negative terminals of battery 100/200.
In an exemplary embodiment, the temperature sensor 140 may be configured to sense the temperature measurement at a location on or outside of the battery 100/200. The location where the temperature measurement is taken can be selected such that the temperature measurement primarily reflects the temperature of the battery 100/200 itself and only indirectly, secondarily, or less significantly is influenced by neighboring monoblocs or environmental temperature. In an exemplary embodiment, the temperature sensor 140 comprises a thermocouple, a thermistor, a temperature sensing integrated circuit, and/or the like. In certain exemplary embodiments, the temperature sensor 140 is embedded in the connection of battery monitor circuit 120 to the positive or negative terminal of the battery 100/200.
In an exemplary embodiment, the battery monitor circuit 120 comprises a printed circuit board for supporting and electrically coupling a voltage sensor, temperature sensor, processor, storage medium, transceiver, antenna, and/or other suitable components. In another exemplary embodiment, the battery monitor circuit 120 includes a housing (not shown). The housing can be made of any suitable material for protecting the electronics in the battery monitor circuit 120, for example a durable plastic. The housing can be made in any suitable shape or form factor. In an exemplary embodiment, the housing of battery monitor circuit 120 is configured to be externally attached to or disposed inside battery 100/200, and may be secured, for example via adhesive, potting material, bolts, screws, clamps, and/or the like. Moreover, any suitable attachment device or method can be used to keep the battery monitor circuit 120 in a desired position and/or orientation on, near, and/or within battery 100/200. In this manner, as battery 100/200 is transported, installed, utilized, and so forth, battery monitor circuit 120 remains securely disposed therein and/or coupled thereto, and thus operable in connection therewith. For example, battery monitor circuit 120 may not be directly attached to battery 100/200, but may be positioned adjacent thereto such that it moves with the battery. For example, battery monitor circuit 120 may be coupled to the frame or body of an industrial forklift containing battery 100/200.
In an exemplary embodiment, the battery monitor circuit 120 further comprises a real-time clock capable of maintaining time referenced to a standard time such as Universal Time Coordinated (UTC), independent of any connection (wired or wireless) to an external time standard such as a time signal accessible via a public network such as the Internet. The clock is configured to provide the current time/date (or a relative time) to the processor 150. In an exemplary embodiment, the processor 150 is configured to receive the voltage and temperature measurement and to store, in the storage medium, the voltage and temperature data associated with the time that the data was sensed/stored. In an exemplary embodiment, the voltage, temperature and time data may be stored in a storage medium in the form of a database, a flat file, a blob of binary, or any other suitable format or structure. Moreover, the processor 150 may be configured to store additional data in a storage medium in the form of a log. For example, the processor may log each time the voltage and/or temperature changes by a settable amount. In an exemplary embodiment, the processor 150 compares the last measured data to the most recent measured data, and logs the recent measured data only if it varies from the last measured data by at least this settable amount. The comparisons can be made at any suitable interval, for example every second, every 5 seconds, every 10 seconds, every 30 seconds, every minute, every 10 minutes, and/or the like. The storage medium may be located on the battery monitor circuit 120, or may be remote. The processor 150 may further be configured to transmit (wirelessly or by wired connection) the logged temperature/voltage data to a remote device for additional analysis, reporting, and/or action. In an exemplary embodiment, the remote device may be configured to stitch the transmitted data log together with the previously transmitted logs, to form a log that is continuous in time. In this manner, the size of the log (and the memory required to store it) on the battery monitor circuit 120 can be minimized. The processor 150 may further be configured to receive instructions from a remote device. The processor 150 may also be configured to transmit the time, temperature and voltage data off of the battery monitor circuit 120 by providing the data in a signal to the transceiver 160.
In another exemplary embodiment, the battery monitor circuit 120 is configured without a real-time clock. Instead, data is sampled on a consistent time interval controlled by the processor 150. Each interval is numbered sequentially with a sequence number to uniquely identify it. Sampled data may all be logged; alternatively, only data which changes more than a settable amount may be logged. Periodically, when the battery monitor circuit 120 is connected to a time standard, such as the network time signal accessible via the Internet, the processor time is synchronized with real-time represented by the time standard. However, in both cases, the interval sequence number during which the data was sampled is also logged with the data. This then fixes the time interval between data samples without the need for a real-time clock on battery monitor circuit 120. Upon transmission of the data log to a remote device, the intervals are synchronized with the remote device (described further herein), which maintains real time (e.g., UTC), for example synchronized over an Internet connection. Thus, the remote device is configured to provide time via synchronization with the battery monitor circuit 120 and processor 150. The data stored at the battery monitor circuit 120 or at the remote device may include the cumulative amount of time a monobloc has spent at a particular temperature and/or voltage. The processor 150 may also be configured to transmit the cumulative time, temperature and voltage data from the battery monitor circuit 120 by providing the data in a signal to the transceiver 160.
In an exemplary embodiment, the time, temperature and voltage data for a battery may be stored in a file, database or matrix that, for example, comprises a range of voltages on one axis and a range of temperatures on a second axis, wherein the cells of this table are configured to increment a counter in each cell to represent the amount of time a battery has spent in a particular voltage/temperature state (i.e., to form a battery operating history matrix). The battery operating history matrix can be stored in the memory of battery monitor circuit 120 and/or in a remote device. For example, and with brief reference to
In an exemplary embodiment, the transceiver 160 may be any suitable transmitter and/or receiver. For example, the transceiver 160 may be configured to up-convert the signal to transmit the signal via the antenna 170 and/or to receive a signal from the antenna 170 and down-convert the signal and provide it to the processor 150. In an exemplary embodiment, the transceiver 160 and/or the antenna 170 can be configured to wirelessly send and receive signals between the battery monitor circuit 120 and a remote device. The wireless transmission can be made using any suitable communication standard, such as radio frequency communication, Wi-Fi, Bluetooth®, Bluetooth Low Energy (BLE), Bluetooth Low Power (IPv6/6LoWPAN), a cellular radio communication standard (2G, 3G, 4G, LTE, 5G, etc.), and/or the like. In an exemplary embodiment, the wireless transmission is made using low power, short range signals, to keep the power drawn by the battery monitor circuit low. In one exemplary embodiment, the processor 150 is configured to wake-up, communicate wirelessly, and go back to sleep on a schedule suitable for minimizing or reducing power consumption. This is desirable to prevent monitoring of the battery via battery monitor circuit 120 from draining the battery prematurely. The battery monitor circuit 120 functions, such as waking/sleeping and data gating functions, facilitate accurately sensing and reporting the temperature and voltage data without draining the battery 100/200. In various exemplary embodiments, the battery monitor circuit 120 is powered by the battery within which it is disposed and/or to which it is coupled for monitoring. In other exemplary embodiments, the battery monitor circuit 120 is powered by the grid or another power supply, for example a local battery, a solar panel, a fuel cell, inductive RF energy harvesting circuitry, and/or the like.
In some exemplary embodiments, use of a Bluetooth protocol facilitates a single remote device receiving and processing a plurality of signals correlated with a plurality of batteries (each equipped with a battery monitor circuit 120), and doing so without signal interference. This one-to-many relationship between a remote device and a plurality of batteries, each equipped with a battery monitor circuit 120, is a distinct advantage for monitoring of batteries in storage and shipping channels.
In an exemplary embodiment, battery monitor circuit 120 is located internal to the battery. For example, battery monitor circuit 120 may be disposed within a housing of battery 100. In various embodiments, battery monitor circuit 120 is located internal to a monobloc or battery. Battery monitor circuit 120 may be hidden from view/inaccessible from the outside of battery 100. This may prevent tampering by a user and thus improve the reliability of the reporting performed. Battery monitor circuit 120 may be positioned just below a lid of battery 100, proximate the interconnect straps (lead inter-connecting bar), or the like. In this manner, temperature of a monobloc due to the electrochemical cells and heat output of the interconnect straps can be accurately measured.
In another exemplary embodiment, battery monitor circuit 120 is located external to the battery. For example, battery monitor circuit 120 may be attached to the outside of battery 100/200. In another example, battery monitor circuit 120 is located proximate to the battery 100/200, with the voltage sensor 130 wired to the positive and negative terminals of the battery 100/200. In another exemplary embodiment, battery monitor circuit 120 can be connected to the battery 100/200 so as to move with the battery 100/200. For example, if battery monitor circuit 120 is connected to the frame of a vehicle and the battery 100/200 is connected to the frame of the vehicle, both will move together, and the voltage and temperature monitoring sensors 130 and 140 can continue to perform their proper functions as the vehicle moves.
In an exemplary embodiment, temperature sensor 140 may be configured to sense a temperature of one of the terminals of a monobloc. In another exemplary embodiment, temperature sensor 140 may be configured to measure the temperature at a location or space between two monoblocs in a battery, the air temperature in a battery containing multiple monoblocs, the temperature at a location disposed generally in the middle of a wall of a monobloc, and/or the like. In this manner, the temperature sensed by the battery monitor circuit 120 may be more representative of the temperature of battery 100/200 and/or the electrochemical cells therein. In some exemplary embodiments, temperature sensor 140 may be located on and/or directly coupled to the printed circuit board of battery monitor circuit 120. Moreover, the temperature sensor 140 may be located in any suitable location inside of a monobloc or battery for sensing a temperature associated with the monobloc or battery. Alternatively, the temperature sensor 140 may be located in any suitable location outside of a monobloc or battery for sensing a temperature associated with the monobloc or battery.
Thus, with reference now to
With reference now to
An example system 400 is disclosed for collecting and using data associated with each battery 100/200. In general, the remote device is an electronic device that is not physically part of the battery 100/200 or the battery monitor circuit 120. The system 400 may comprise a local portion 410 and/or a remote portion 420. The local portion 410 comprises components located relatively near the battery or batteries 100/200. “Relatively near,” in one exemplary embodiment, means within wireless signal range of the battery monitor circuit antenna. In another example embodiment, “relatively near” means within Bluetooth range, within the same cabinet, within the same room, and the like. The local portion 410 may comprise, for example, one or more batteries 100/200, a battery monitor circuit 120, and optionally a locally located remote device 414 located in the local portion 410. Moreover, the local portion may comprise, for example, a gateway. The gateway may be configured to receive data from each battery 100/200. The gateway may also be configured to transmit instructions to each battery 100/200. In an example embodiment, the gateway comprises an antenna for transmitting/receiving wirelessly at the gateway and/or for communicating with a locally located remote device 414. The locally located remote device 414, in an exemplary embodiment, is a smartphone, tablet, or other electronic mobile device. In another exemplary embodiment, the locally located remote device 414 is a computer, a network, a server, or the like. In a further exemplary embodiment, the locally located remote device 414 is an onboard vehicle electronics system. Yet further, in some embodiments, the gateway may function as locally located remote device 414. Exemplary communications, for example between the gateway and locally located remote device 414, may be via any suitable wired or wireless approach, for example via a Bluetooth protocol.
In some exemplary embodiments, the remote device is not located in the local portion 410, but is located in the remote portion 420. The remote portion 420 may comprise any suitable back-end systems. For example, the remote device in the remote portion 420 may comprise a computer 424 (e.g., a desk-top computer, a laptop computer, a server, a mobile device, or any suitable device for using or processing the data as described herein). The remote portion may further comprise cloud-based computing and/or storage services, on-demand computing resources, or any suitable similar components. Thus, the remote device, in various exemplary embodiments, may be a computer 424, a server, a back-end system, a desktop, a cloud system, or the like.
In an exemplary embodiment, the battery monitor circuit 120 may be configured to communicate data directly between battery monitor circuit 120 and the locally located remote device 414. In an exemplary embodiment, the communication between the battery monitor circuit 120 and the locally located remote device 414 can be a wireless transmission, such as via Bluetooth transmission. Moreover, any suitable wireless protocol can be used. In some embodiments where battery monitor circuit 120 is external to battery 100/200, the communication can be by wire, for example by Ethernet cable, USB cable, twisted pair, and/or any other suitable wire and corresponding wired communication protocol.
In an exemplary embodiment, the battery monitor circuit 120 further comprises a cellular modem for communicating via a cellular network 418 and other networks, such as the Internet, with the remote device. For example, data may be shared with the computer 424 or with the locally located remote device 414 via the cellular network 418. Thus, battery monitor circuit 120 may be configured to send temperature and voltage data to the remote device and receive communications from the remote device, via the cellular network 418 to other networks, such as the Internet, for distribution anywhere in the Internet connected world.
In various exemplary embodiments, the data from the local portion 410 is communicated to the remote portion 420. For example, data and/or instructions from the battery monitor circuit 120 may be communicated to a remote device in the remote portion 420. In an exemplary embodiment, the locally located remote device 414 may communicate data and/or instructions with the computer 424 in the remote portion 420. In an exemplary embodiment, these communications are sent over the Internet. The communications may be secured and/or encrypted, as desired, in order to preserve the security thereof.
In an exemplary embodiment, these communications may be sent using any suitable communication protocol, for example, via TCP/IP, WLAN, over Ethernet, WiFi, cellular radio, or the like. In one exemplary embodiment, the locally located remote device 414 is connected through a local network by a wire to the Internet and thereby to any desired remotely located remote device. In another exemplary embodiment, the locally located remote device 414 is connected through a cellular network, for example cellular network 418, to the Internet and thereby to any desired remotely located remote device.
In an exemplary embodiment, this data may be received at a server, received at a computer 424, stored in a cloud-based storage system, on servers, in databases, or the like. In an exemplary embodiment, this data may be processed by the battery monitor circuit 120, the locally located remote device 414, the computer 424, and/or any suitable remote device. Thus, it will be appreciated that processing and analysis described as occurring in the battery monitor circuit 120 may also occur fully or partially in the battery monitor circuit 120, the locally located remote device 414, the computer 424, and/or any other remote device.
The remote portion 420 may be configured, for example, to display, process, utilize, or take action in response to, information regarding many batteries 100/200 that are geographically dispersed from one another and/or that include a diverse or differing types, groups, and/or sets of batteries 100/200. The remote portion 420 can display information about, or based on, specific individual battery temperature and/or voltage. Thus, the system can monitor a large group of batteries 100/200 located great distances from each other, but do so on an individual battery level.
The remote portion 420 device may be networked such that it is accessible from anywhere in the world. Users may be issued access credentials to allow their access to only data pertinent to batteries owned or operated by them. In some embodiments, access control may be provided by assigning a serial number to the remote device and providing this number confidentially to the battery owner or operator to log into.
Voltage, temperature and time data stored in a cloud-based system may be presented in various displays to convey information about the status of a battery, its condition, its operating requirement(s), unusual or abnormal conditions, and/or the like. In one embodiment, data from one battery or group of batteries may be analyzed to provide additional information, or correlated with data from other batteries, groups of batteries, or exogenous conditions to provide additional information.
Systems and methods disclosed herein provide an economical means for monitoring the performance and health of batteries located anywhere in the cellular radio or Internet connected world. As battery monitor circuits 120 rely on only voltage, temperature and time data to perform (or enable performance of) these functions, cost is significantly less than various prior art systems which must monitor battery current as well. Further, performance of calculations and analyses in a remote device, which is capable of receiving voltage, temperature and time data from a plurality of monitoring circuits connected to a plurality of batteries, rather than performing these functions at each battery in the plurality of batteries, minimizes the per battery cost to monitor any one battery, analyze its performance and health, and display the results of such analyses. This allows effective monitoring of batteries, critical to various operations but heretofore not monitored because an effective remote monitoring system was unavailable and/or the cost to monitor batteries locally and collect data manually was prohibitive. Example systems allow aggregated remote monitoring of batteries in such example applications as industrial motive power (forklifts, scissor lifts, tractors, pumps and lights, etc.), low speed electric vehicles (neighborhood electric vehicles, electric golf carts, electric bikes, scooters, skateboards, etc.), grid power backup power supplies (computers, emergency lighting, and critical loads remotely located), marine applications (engine starting batteries, onboard power supplies), automotive applications, and/or other example applications (for example, engine starting batteries, over-the-road truck and recreational vehicle onboard power, and the like). This aggregated remote monitoring of like and/or disparate batteries in like and/or disparate applications allows the analysis of battery performance and health (e.g., battery state-of-charge, battery reserve time, battery operating mode, adverse thermal conditions, and so forth), that heretofore was not possible. Using contemporaneous voltage and temperature data, stored voltage and temperature data, and/or battery and application specific parameters (but excluding data regarding battery 100/200 current), the short term changes in voltage and/or temperature, longer term changes in voltage and/or temperature, and thresholds for voltage and/or temperature may be used singularly or in combination to conduct exemplary analyses, such as in the battery monitor circuit 120, the locally located remote device 414, the computer 424, and/or any suitable device. The results of these analyses, and actions taken in response thereto, can increase battery performance, improve battery safety and reduce battery operating costs.
While many of the embodiments herein have focused on electrochemical cell(s) which are lead-acid type electrochemical cells, in other embodiments the electrochemical cells may be of various chemistries, including but not limited to, lithium, nickel, cadmium, sodium and zinc. In such embodiments, the battery monitor circuit and/or the remote device may be configured to perform calculations and analyses pertinent to that specific battery chemistry.
In some example embodiments, via application of principles of the present disclosure, outlier batteries can be identified and alerts or notices provided by the battery monitor circuit 120 and/or the remote device to prompt action for maintaining and securing the batteries. The batteries 100/200 may be made by different manufacturers, made using different types of construction or different types of cells. However, where multiple batteries 100/200 are constructed in similar manner and are situated in similar environmental conditions, the system may be configured to identify outlier batteries, for example batteries that are returning different and/or suspect temperature and/or voltage data. This outlier data may be used to identify failing batteries or to identify local conditions (high load, or the like) and to provide alerts or notices for maintaining and securing such batteries. Similarly, batteries 100/200 in disparate applications or from disparate manufacturers can be compared to determine which battery types and/or manufacturers products perform best in any particular application.
In an exemplary embodiment, the battery monitor circuit 120 and/or the remote device may be configured to analyze the data and take actions, send notifications, and make determinations based on the data. The battery monitor circuit 120 and/or the remote device may be configured to show a present temperature for each battery 100/200 and/or a present voltage for each battery 100/200. Moreover, this information can be shown with the individual measurements grouped by temperature or voltage ranges, for example for prompting maintenance and safety actions by providing notification of batteries that are outside of a predetermined range(s) or close to being outside of such range.
Moreover, the battery monitor circuit 120 and/or the remote device can display the physical location of each battery 100/200 (as determined by the battery monitor circuit 120) for providing inventory management of the batteries or for securing the batteries. In one exemplary embodiment, the physical location information is determined by the battery monitor circuit 120 using a cellular network. Alternatively, this information can be provided by the Global Positioning System (GPS) via a GPS receiver installed in the battery monitor circuit 120. This location information can be stored with the voltage, temperature, and time data. In another exemplary embodiment, the location data is shared wirelessly with the remote device, and the remote device is configured to store the location data. The location data may be stored in conjunction with the time, to create a travel history (location history) for the monobloc that reflects where the monobloc or battery has been over time.
Moreover, the remote device can be configured to create and/or send notifications based on the data. For example, a notification can be displayed if, based on analysis in the battery monitor circuit and/or the remote device a specific monobloc is over voltage, the notification can identify the specific monobloc that is over voltage, and the system can prompt maintenance action. Notifications may be sent via any suitable system or means, for example via e-mail, SMS message, telephone call, in-application prompt, or the like.
In an exemplary embodiment, where the battery monitor circuit 120 has been disposed within (or coupled externally to) and connected to a battery 100/200, the system provides inventory and maintenance services for the battery 100/200. For example, the system may be configured to detect the presence of a monobloc or battery in storage or transit, without touching the monobloc or battery. The battery monitor circuit 120 can be configured, in an exemplary embodiment, for inventory tracking in a warehouse. In one exemplary embodiment, the battery monitor circuit 120 transmits location data to the locally located remote device 414 and/or a remotely located remote device and back-end system configured to identify when a specific battery 100/200 has left the warehouse or truck, for example unexpectedly. This may be detected, for example, when battery monitor circuit 120 associated with the battery 100/200 ceases to communicate voltage and/or temperature data with the locally located remote device 414 and/or back end system, when the battery location is no longer where noted in a location database, or when the wired connection between the monobloc or battery and the battery monitor circuit 120 is otherwise severed. The remote back end system is configured, in an exemplary embodiment, to trigger an alert that a battery may have been stolen. The remote back end system may be configured to trigger an alert that a battery is in the process of being stolen, for example as successive monoblocs in a battery stop (or lose) communication or stop reporting voltage and temperature information. In an exemplary embodiment, a remote back end system may be configured to identify if the battery 100/200 leaves a warehouse unexpectedly and, in that event, to send an alarm, alert, or notification. In another embodiment wherein the battery monitor circuit 120 communicates via a cellular network with a remote device, the actual location of the battery can be tracked and a notification generated if the battery travels outside a predefined geo-fenced area. These various embodiments of theft detection and inventory tracking are unique as compared to prior approaches, for example, because they can occur at greater distance than RFID type querying of individual objects, and thus can reflect the presence of objects that are not readily observable (e.g., inventory stacked in multiple layers on shelves or pallets) where RFID would not be able to provide similar functionality.
In some exemplary embodiments, the remote device (e.g., the locally located remote device 414) is configured to remotely receive data regarding the voltage and temperature of each battery 100/200. In an exemplary embodiment, the remote device is configured to remotely receive voltage, temperature, and time data from each battery monitor circuit 120 associated with each battery 100/200 of a plurality of batteries. These batteries may, for example, be inactive or non-operational. For example, these batteries may not yet have been installed in an application, connected to a load, or put in service. The system may be configured to determine which batteries need re-charging. These batteries may or may not be contained in shipping packaging. However, because the data is received and the determination is made remotely, the packaged batteries do not need to be unpackaged to receive this data or make the determination. So long as the battery monitor circuit 120 is disposed within (or coupled externally to) and connected to these batteries, these batteries may be located in a warehouse, in a storage facility, on a shelf, or on a pallet, but the data can be received and the determination made without unpacking, unstacking, touching or moving any of the plurality of batteries. These batteries may even be in transit, such as on a truck or in a shipping container, and the data can be received and the determination made during such transit. Thereafter, at an appropriate time, for example upon unpacking a pallet, the battery or batteries needing re-charging may be identified and charged.
In a further exemplary embodiment, the process of “checking” a battery may be described herein as receiving voltage data and temperature data (and potentially, time data) associated with a battery, and presenting information to a user based on this data, wherein the information presented is useful for making a determination or assessment about the battery. In an exemplary embodiment, the remote device is configured to remotely “check” each battery 100/200 of a plurality of batteries equipped with battery monitor circuit 120. In this exemplary embodiment, the remote device can receive wireless signals from each of the plurality of batteries 100/200, and check the voltage and temperature of each battery 100/200. Thus, in these exemplary embodiments, the remote device can be used to quickly interrogate a pallet of batteries that are awaiting shipment to determine if any battery needs to be re-charged, how long until a particular battery will need to be re-charged, or if any state of health issues are apparent in a particular battery, all without un-packaging or otherwise touching the pallet of batteries. This checking can be performed, for example, without scanning, pinging, moving or individually interrogating the packaging or batteries, but rather based on the battery monitor circuit 120 associated with each battery 100/200 wirelessly reporting the data to the remote device (e.g., 414/424).
In an exemplary embodiment, the battery 100/200 is configured to identify itself electronically. For example, the battery 100/200 may be configured to communicate a unique electronic identifier (unique serial number, or the like) from the battery monitor circuit 120 to the remote device, the cellular network 418, or the locally located remote device 414. This serial number may be correlated with a visible battery identifier (e.g., label, barcode, QR code, serial number, or the like) visible on the outside of the battery, or electronically visible by means of a reader capable of identifying a single battery in a group of batteries. Therefore, the system 400 may be configured to associate battery data from a specific battery with a unique identifier of that specific battery. Moreover, during installation of a monobloc, for example battery 100, in a battery 200, an installer may enter into a database associated with system 400 various information about the monobloc, for example relative position (e.g., what battery, what string, what position on a shelf, the orientation of a cabinet, etc.). Similar information may be entered into a database regarding a battery 100/200.
Thus, if the data indicates a battery of interest (for example, one that is performing subpar, overheating, discharged, etc.), that particular battery can be singled out for any appropriate action. Stated another way, a user can receive information about a specific battery (identified by the unique electronic identifier), and go directly to that battery (identified by the visible battery identifier) to attend to any needs it may have (perform “maintenance”). For example, this maintenance may include removing the identified battery from service, repairing the identified battery, charging the identified battery, etc. In a specific exemplary embodiment, a battery 100/200 may be noted as needing to be re-charged, a warehouse employee could scan the batteries on the shelves in the warehouse (e.g., scanning a QR code on each battery 100/200) to find the battery of interest and then recharge it. In another exemplary embodiment, as the batteries are moved to be shipped, and the package containing the battery moves along a conveyor, past a reader, the locally located remote device 414 can be configured to retrieve the data on that specific battery, including the unique electronic identifier, voltage and temperature, and alert if some action needs to be taken with respect to it (e.g., if the battery needs to be recharged before shipment).
In an exemplary embodiment, the battery monitor circuit 120 itself, the remote device and/or any suitable storage device can be configured to store the battery operation history of the individual battery 100/200 through more than one phase of the battery's life. In an exemplary embodiment, the history of the battery can be recorded. In an exemplary embodiment, the battery may further record data after it is integrated into a product or placed in service (alone or in a battery). The battery may record data after it is retired, reused in a second life application, and/or until it is eventually recycled or disposed.
Although sometimes described herein as storing this data on the battery monitor circuit 120, in a specific exemplary embodiment, the historical data is stored remotely from the battery monitor circuit 120. For example, the data described herein can be stored in one or more databases remote from the battery monitor circuit 120 (e.g., in a cloud-based storage offering, at a back-end server, at the gateway, and/or on one or more remote devices).
The system 400 may be configured to store, during one or more of the aforementioned time periods, the history of how the battery has been operated, the environmental conditions in which it has been operated, and/or the society it has kept with other batteries, as may be determined based on the data stored during these time periods. For example, the remote device may be configured to store the identity of other batteries that were electrically associated with the battery 100/200, such as if two batteries are used together in one application. This shared society information may be based on the above described unique electronic identifier and data identifying where (geographically) the battery is located. The remote device may further store when the batteries shared in a particular operation.
This historical information, and the analyses that are performed using it, can be based solely on the voltage, temperature and time data. Stated another way, current data is not utilized. As used herein, “time” may include the date, hour, minute, and/or second of a voltage/temperature measurement. In another exemplary embodiment, “time” may mean the amount of time that the voltage/temperature condition existed. In particular, the history is not based on data derived from the charge and discharge currents associated with the battery(s). This is particularly significant because it would be very prohibitive to connect to and include a sensor to measure the current for each and every monobloc, and an associated time each was sensed from the individual battery, where there is a large number of monoblocs.
In various exemplary embodiments, system 400 (and/or components thereof) may be in communication with an external battery management system (BMS) coupled one or more batteries 100/200, for example over a common network such as the Internet. System 400 may communicate information regarding one or more batteries 100/200 to the BMS and the BMS may take action in response thereto, for example by controlling or modifying current into and/or out of one or more batteries 100/200, in order to protect batteries 100/200.
In an exemplary embodiment, in contrast to past solutions, system 400 is configured to store contemporaneous voltage and/or contemporaneous temperature data relative to geographically dispersed batteries. This is a significant improvement over past solutions where there is no contemporaneous voltage and/or contemporaneous temperature data available on multiple monoblocs or batteries located in different locations and operating in different conditions. Thus, in the exemplary embodiment, historical voltage and temperature data is used to assess the condition of the monoblocs or batteries and/or make predictions about and comparisons of the future condition of the monobloc or battery. For example, the system may be configured to make assessments based on comparison of the data between the various monoblocs in a battery 200. For example, the stored data may indicate the number of times a monobloc has made an excursion out of range (over charge, over voltage, over temperature, etc.), when such occurred, how long it persisted, and so forth.
By way of contrast, it is noted that the battery monitor circuit 120 may be located internal to the monobloc or within the monobloc. In an exemplary embodiment, the battery monitor circuit 120 is located such that it is not viewable/accessible from the outside of battery 100. In another example, battery monitor circuit 120 is located internal to the battery 100 in a location that facilitates measurement of an internal temperature of the battery 100. For example, the battery monitor circuit 120 may measure the temperature in between two or more monoblocs, the outer casing temperature of a monobloc, or the air temperature in a battery containing multiple monoblocs. In other exemplary embodiments, the battery monitor circuit 120 may be located external to the monobloc or on the monobloc. In an exemplary embodiment, the battery monitor circuit 120 is located such that it is viewable/accessible from the outside of battery 100.
With reference now to
For example, various systems and methods may utilize information specific to the characteristics of battery 100/200 and/or the specific application in which battery 100/200 is operating. For example, battery 100/200 and application specific characteristics may include the manufacture date, the battery capacity, and recommended operating parameters such as voltage and temperature limits. In an example embodiment, battery and application specific characteristics may be the chemistry of battery 100/200—e.g., absorptive glass mat lead acid, gelled electrolyte lead acid, flooded lead acid, lithium manganese oxide, lithium cobalt oxide, lithium iron phosphate, lithium nickel manganese cobalt, lithium cobalt aluminum, nickel zinc, zinc air, nickel metal hydride, nickel cadmium, and/or the like.
In an example embodiment, battery specific characteristics may be the battery manufacturer, model number, battery capacity in ampere-hours (Ah), nominal voltage, float voltage, state of charge v. open circuit voltage, state of charge, voltage on load, and/or equalized voltage, and so forth. Moreover, the characteristics can be any suitable specific characteristic of battery 100/200.
In various exemplary embodiments, application specific characteristics may identify the application as a cellular radio base station, an electric forklift, an e-bike, and/or the like. More generally, application specific characteristics may distinguish between grid-coupled applications and mobile applications.
In various example embodiments, information characterizing battery 100/200 can be input by: manually typing the information: into a software program running on a mobile device, into a web interface presented by a server to a computer or mobile device, or any other suitable manual data entry method. In other example embodiments, information characterizing battery 100/200 can be selected from a menu or checklist (e.g., selecting the supplier or model of a battery from a menu). In other example embodiments, information can be received by scanning a QR code on the battery. In other example embodiments, information characterizing battery 100/200 can be stored in one or more databases (e.g., by the users providing an identifier that links to a database storing this information). For example, databases such as Department of Motor Vehicles, battery manufacturer and OEM databases, fleet databases, and other suitable databases may have parameters and other information useful for characterizing the application of a battery or batteries 100/200. Moreover, the characteristics can be any suitable application specific characteristic.
In one example embodiment, if battery 100/200 is configured with a battery monitor circuit 120 therewithin or externally coupled thereto, battery and application specific characteristics can be programmed onto the circuitry (e.g., in a battery parameters table). In this case, these characteristics for each battery 100/200 travel with battery 100/200 and can be accessed by any suitable system performing the analysis described herein. In another example embodiment, the battery and application specific characteristics can be stored remote from battery 100/200, for example in the remote device. Moreover, any suitable method for receiving information characterizing battery 100/200 may be used. In an example embodiment, the information can be stored on a mobile device, on a data collection device (e.g., a gateway), or in the cloud. Moreover, exemplary systems and methods may be further configured to receive, store, and utilize specific characteristics related to a battery charger (e.g., charger manufacturer, model, current output, charge algorithm, and/or the like).
The various system components discussed herein may include one or more of the following: a host server or other computing systems including a processor for processing digital data; a memory coupled to the processor for storing digital data; an input digitizer coupled to the processor for inputting digital data; an application program stored in the memory and accessible by the processor for directing processing of digital data by the processor; a display device coupled to the processor and memory for displaying information derived from digital data processed by the processor; and a plurality of databases. Various databases used herein may include: temperature data, time data, voltage data, battery location data, battery identifier data, and/or like data useful in the operation of the system. As those skilled in the art will appreciate, a computer may include an operating system (e.g., Windows offered by Microsoft Corporation, MacOS and/or iOS offered by Apple Computer, Linux, Unix, and/or the like) as well as various conventional support software and drivers typically associated with computers.
The present system or certain part(s) or function(s) thereof may be implemented using hardware, software, or a combination thereof, and may be implemented in one or more computer systems or other processing systems. However, the manipulations performed by embodiments were often referred to in terms, such as matching or selecting, which are commonly associated with mental operations performed by a human operator. No such capability of a human operator is necessary, or desirable in most cases, in any of the operations described herein. Rather, the operations may be machine operations, or any of the operations may be conducted or enhanced by artificial intelligence (AI) or machine learning. Useful machines for performing certain algorithms of various embodiments include general purpose digital computers or similar devices.
In fact, in various embodiments, the embodiments are directed toward one or more computer systems capable of carrying out the functionality described herein. The computer system includes one or more processors, such as a processor for managing monoblocs. The processor is connected to a communication infrastructure (e.g., a communications bus, cross-over bar, or network). Various software embodiments are described in terms of this computer system. After reading this description, it will become apparent to a person skilled in the relevant art(s) how to implement various embodiments using other computer systems and/or architectures. A computer system can include a display interface that forwards graphics, text, and other data from the communication infrastructure (or from a frame buffer not shown) for display on a display unit.
A computer system also includes a main memory, such as for example random access memory (RAM), and may also include a secondary memory or in-memory (non-spinning) hard drives. The secondary memory may include, for example, a hard disk drive and/or a removable storage drive, representing a disk drive, a magnetic tape drive, an optical disk drive, etc. The removable storage drive reads from and/or writes to a removable storage unit in a well-known manner. Removable storage unit represents a disk, magnetic tape, optical disk, solid state memory, etc. which is read by and written to by removable storage drive. As will be appreciated, the removable storage unit includes a computer usable storage medium having stored therein computer software and/or data.
In various embodiments, secondary memory may include other similar devices for allowing computer programs or other instructions to be loaded into computer system. Such devices may include, for example, a removable storage unit and an interface. Examples of such may include a program cartridge and cartridge interface (such as that found in video game devices), a removable memory chip (such as an erasable programmable read only memory (EPROM), or programmable read only memory (PROM)) and associated socket, and other removable storage units and interfaces, which allow software and data to be transferred from the removable storage unit to a computer system.
A computer system may also include a communications interface. A communications interface allows software and data to be transferred between computer system and external devices. Examples of communications interface may include a modem, a network interface (such as an Ethernet card), a communications port, a Personal Computer Memory Card International Association (PCMCIA) slot and card, etc. Software and data transferred via communications interface are in the form of signals which may be electronic, electromagnetic, optical or other signals capable of being received by a communications interface. These signals are provided to communications interface via a communications path (e.g., channel). This channel carries signals and may be implemented using wire, cable, fiber optics, a telephone line, a cellular link, a radio frequency (RF) link, wireless and other communications channels.
The terms “computer program medium” and “computer usable medium” and “computer readable medium” are used to generally refer to media such as removable storage drive and a hard disk. These computer program products provide software to a computer system.
Computer programs (also referred to as computer control logic) are stored in main memory and/or secondary memory. Computer programs may also be received via a communications interface. Such computer programs, when executed, enable the computer system to perform certain features as discussed herein. In particular, the computer programs, when executed, enable the processor to perform certain features of various embodiments. Accordingly, such computer programs represent controllers of the computer system.
In various embodiments, software may be stored in a computer program product and loaded into computer system using removable storage drive, hard disk drive or communications interface. The control logic (software), when executed by the processor, causes the processor to perform the functions of various embodiments as described herein. In various embodiments, hardware components such as application specific integrated circuits (ASICs) may be utilized in place of software-based control logic. Implementation of a hardware state machine so as to perform the functions described herein will be apparent to persons skilled in the relevant art(s).
A web client includes any device (e.g., a personal computer) which communicates via any network, for example such as those discussed herein. Such browser applications comprise Internet browsing software installed within a computing unit or a system to conduct online transactions and/or communications. These computing units or systems may take the form of a computer or set of computers, although other types of computing units or systems may be used, including laptops, notebooks, tablets, hand held computers, personal digital assistants, set-top boxes, workstations, computer-servers, main frame computers, mini-computers, PC servers, pervasive computers, network sets of computers, personal computers, kiosks, terminals, point of sale (POS) devices and/or terminals, televisions, or any other device capable of receiving data over a network. A web-client may run Internet Explorer or Edge offered by Microsoft Corporation, Chrome offered by Google, Safari offered by Apple Computer, or any other of the myriad software packages available for accessing the Internet.
Practitioners will appreciate that a web client may or may not be in direct contact with an application server. For example, a web client may access the services of an application server through another server and/or hardware component, which may have a direct or indirect connection to an Internet server. For example, a web client may communicate with an application server via a load balancer. In various embodiments, access is through a network or the Internet through a commercially-available web-browser software package.
A web client may implement security protocols such as Secure Sockets Layer (SSL) and Transport Layer Security (TLS). A web client may implement several application layer protocols including http, https, ftp, and sftp. Moreover, in various embodiments, components, modules, and/or engines of an example system may be implemented as micro-applications or micro-apps. Micro-apps are typically deployed in the context of a mobile operating system, including for example, iOS offered by Apple Computer, Android offered by Google, Windows Mobile offered by Microsoft Corporation, and the like. The micro-app may be configured to leverage the resources of the larger operating system and associated hardware via a set of predetermined rules which govern the operations of various operating systems and hardware resources. For example, where a micro-app desires to communicate with a device or network other than the mobile device or mobile operating system, the micro-app may leverage the communication protocol of the operating system and associated device hardware under the predetermined rules of the mobile operating system. Moreover, where the micro-app desires an input from a user, the micro-app may be configured to request a response from the operating system which monitors various hardware components and then communicates a detected input from the hardware to the micro-app.
As used herein an “identifier” may be any suitable identifier that uniquely identifies an item, for example a battery 100/200. For example, the identifier may be a globally unique identifier.
As used herein, the term “network” includes any cloud, cloud computing system or electronic communications system or method which incorporates hardware and/or software components. Communication among the parties may be accomplished through any suitable communication channels, such as, for example, a telephone network, an extranet, an intranet, Internet, point of interaction device (point of sale device, smartphone, cellular phone, kiosk, etc.), online communications, satellite communications, off-line communications, wireless communications, transponder communications, local area network (LAN), wide area network (WAN), virtual private network (VPN), networked or linked devices, keyboard, mouse and/or any suitable communication or data input modality. Moreover, although the system is frequently described herein as being implemented with TCP/IP communications protocols, the system may also be implemented using IPX, APPLE®talk, IP-6, NetBIOS®, OSI, any tunneling protocol (e.g. IPsec, SSH), or any number of existing or future protocols. If the network is in the nature of a public network, such as the Internet, it may be advantageous to presume the network to be insecure and open to eavesdroppers. Specific information related to the protocols, standards, and application software utilized in connection with the Internet is generally known to those skilled in the art and, as such, need not be detailed herein. See, for example, Dilip Naik, Internet Standards and Protocols (1998); JAVA® 2 Complete, various authors, (Sybex 1999); Deborah Ray and Eric Ray, Mastering HTML 4.0 (1997); and Loshin, TCP/IP Clearly Explained (1997) and David Gourley and Brian Totty, HTTP, The Definitive Guide (2002), the contents of which are hereby incorporated by reference (except for any subject matter disclaimers or disavowals, and except to the extent that the incorporated material is inconsistent with the express disclosure herein, in which case the language in this disclosure controls). The various system components may be independently, separately or collectively suitably coupled to the network via data links.
“Cloud” or “cloud computing” includes a model for enabling convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications, and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction. Cloud computing may include location-independent computing, whereby shared servers provide resources, software, and data to computers and other devices on demand. For more information regarding cloud computing, see the NIST's (National Institute of Standards and Technology) definition of cloud computing available at https://doi.org/10.6028/NIST.SP.800-145 (last visited July 2018), which is hereby incorporated by reference in its entirety.
As used herein, “transmit” may include sending electronic data from one system component to another over a network connection. Additionally, as used herein, “data” may include encompassing information such as commands, queries, files, data for storage, and the like in digital or any other form.
The system contemplates uses in association with web services, utility computing, pervasive and individualized computing, security and identity solutions, autonomic computing, cloud computing, commodity computing, mobility and wireless solutions, open source, biometrics, grid computing and/or mesh computing.
Any databases discussed herein may include relational, hierarchical, graphical, blockchain, object-oriented structure and/or any other database configurations. Common database products that may be used to implement the databases include DB2 by IBM® (Armonk, N.Y.), various database products available from ORACLE® Corporation (Redwood Shores, Calif.), MICROSOFT® Access® or MICROSOFT® SQL Server® by MICROSOFT® Corporation (Redmond, Wash.), MySQL by MySQL AB (Uppsala, Sweden), MongoDB®, Redis®, Apache Cassandra®, HBase by APACHE®, MapR-DB, or any other suitable database product. Moreover, the databases may be organized in any suitable manner, for example, as data tables or lookup tables. Each record may be a single file, a series of files, a linked series of data fields or any other data structure.
Any database discussed herein may comprise a distributed ledger maintained by a plurality of computing devices (e.g., nodes) over a peer-to-peer network. Each computing device maintains a copy and/or partial copy of the distributed ledger and communicates with one or more other computing devices in the network to validate and write data to the distributed ledger. The distributed ledger may use features and functionality of blockchain technology, including, for example, consensus based validation, immutability, and cryptographically chained blocks of data. The blockchain may comprise a ledger of interconnected blocks containing data. The blockchain may provide enhanced security because each block may hold individual transactions and the results of any blockchain executables. Each block may link to the previous block and may include a timestamp. Blocks may be linked because each block may include the hash of the prior block in the blockchain. The linked blocks form a chain, with only one successor block allowed to link to one other predecessor block for a single chain. Forks may be possible where divergent chains are established from a previously uniform blockchain, though typically only one of the divergent chains will be maintained as the consensus chain. In various embodiments, the blockchain may implement smart contracts that enforce data workflows in a decentralized manner. The system may also include applications deployed on user devices such as, for example, computers, tablets, smartphones, Internet of Things devices (“IoT” devices), etc. The applications may communicate with the blockchain (e.g., directly or via a blockchain node) to transmit and retrieve data. In various embodiments, a governing organization or consortium may control access to data stored on the blockchain. Registration with the managing organization(s) may enable participation in the blockchain network.
Data transfers performed through the blockchain-based system may propagate to the connected peers within the blockchain network within a duration that may be determined by the block creation time of the specific blockchain technology implemented. The system also offers increased security at least partially due to the relative immutable nature of data that is stored in the blockchain, reducing the probability of tampering with various data inputs and outputs. Moreover, the system may also offer increased security of data by performing cryptographic processes on the data prior to storing the data on the blockchain. Therefore, by transmitting, storing, and accessing data using the system described herein, the security of the data is improved, which decreases the risk of the computer or network from being compromised.
In various embodiments, the system may also reduce database synchronization errors by providing a common data structure, thus at least partially improving the integrity of stored data. The system also offers increased reliability and fault tolerance over traditional databases (e.g., relational databases, distributed databases, etc.) as each node operates with a full copy of the stored data, thus at least partially reducing downtime due to localized network outages and hardware failures. The system may also increase the reliability of data transfers in a network environment having reliable and unreliable peers, as each node broadcasts messages to all connected peers, and, as each block comprises a link to a previous block, a node may quickly detect a missing block and propagate a request for the missing block to the other nodes in the blockchain network.
Some embodiments described herein relate to a system comprising a battery having a monitor circuit connected to a remote device (wirelessly or wired) for communicating voltage and temperature data from the battery to the remote device.
In an example embodiment, the system and method are configured to obtain contemporaneous temperature and/or historical temperature data for each monobloc in a battery comprising more than one monobloc. The system is configured to display the temperature of each monobloc on a remote device, and/or to take action (provide a notification to a web portal, or send a command to a system controller) when a calculated high temperature difference is greater than a predetermined high temperature threshold or when the calculated low temperature difference is greater than a predetermined low temperature threshold.
In an example embodiment, the system 400 identifies temperature data from each monobloc (contemporaneous temperature and/or historical temperature data) in the battery 200 and the system is configured to identify issues and solutions based on the temperature data. For example, the system 400 may be configured to identify patterns in the temperature comparisons. For example, the system may further be configured to store data about the relative location, in the battery 200, of each monobloc. If the monobloc on the east side of the battery 200 is hot in the morning, but cool in the evening, and vice versa for the monobloc on the west side of the battery 200, the issue may be identified as triggered by direct sunlight on the side of the battery, and the solution may be to add insulation or shading to the battery. Thus, in accordance with various example embodiments, the system is configured to make determinations based on each monobloc temperature, not just an average battery temperature.
In an example embodiment, the remote device 414 is configured to receive the temperature data from each monobloc, to calculate temperature related battery parameters, to present notifications in the web portal, and/or provide notifications for the purpose of preventing thermal runaway or implementing temperature compensation. In accordance with various aspects, the system 400 is configured to extend the life of one or more monoblocs based on one or more of the following analyses; (1) the bulk temperature of the monoblocs in the battery, (2) the individual temperature measurements of the monoblocs, (3) the deviation of individual temperature measurements from the bulk temperature of the monoblocs in the battery, and/or (4) the deviation in temperature between modules in the battery, (5) the monobloc response to various operating conditions and operating modes.
In an example embodiment, the battery 200 includes all of the monoblocs interconnected in a single housing. In another example embodiment, the comparisons discussed herein are across all of the monoblocs in a plurality of batteries housed in multiple enclosures. In accordance with an example embodiment, a first battery temperature parameter is the average temperature of a plurality of monoblocs (not to be confused with the average temperature of the battery). This average temperature, in an example embodiment, represents the bulk temperature of the monoblocs in the battery. A Battery Bulk Temperature, TPDAVE, is defined as the average of all of the valid temperature measurements reported by all the monoblocs in a battery. For example, if monobloc temperatures for four monoblocs in a battery are 25, 30, 30, 25° C., then TPDAVE=(25+30+30+25)° C./4=27.5° C. In an example embodiment, this average temperature (TPDAVE) is calculated in the remote device 414 (e.g., a gateway) and reported in a web portal as “Battery Bulk Temperature.”
In an example embodiment, the methods disclosed herein further comprise identifying issues and solutions based on knowing the temperature of each monobloc in a battery.
In an example embodiment, the system is configured to determine if any particular monobloc(s) in a battery are “outliers.” For example, the system 400, e.g., at a remote device 414 (e.g., a gateway) or another suitable portion of system 400, may be configured to calculate the temperature spread of the monoblocs in the battery. For example, the difference between the highest monobloc temperature and TPDAVE is calculated as TPDH. For example, TPDH=the absolute value of (the highest monobloc temperature in the battery−TPDAVE). The difference between the lowest monobloc temperature and TPDAVE is calculated as TPDL. For example, TPDL=the absolute value of (TPDAVE−lowest monobloc temperature in the battery). Thus, the system 400 is configured to compare TPDH to a TPDH threshold, and TPDL to a TPDL threshold. In an example embodiment, the system 400 is configured to take action (automated control or notification, etc.) if TPDH or TPDL are greater than predetermined TPDH or TPDL thresholds. For example, if TPDH or TPDL are greater than 5° C., a notification can be reported in the web portal as “Battery Temperature Variation Hi”. If TPDH or TPDL are >10° C., a notification can be reported in the web portal as “Battery Temperature Variation HiHi”. The predefined threshold may be any suitable temperature difference, but in one example embodiment, the predefined threshold represents three standard deviations. Thus, in various example embodiments, the system 400 is configured to take action or provide notification if the battery temperature variation from one or more monoblocs exceeds a pre-defined temperature spread.
Thermal runaway can significantly reduce the health of the battery. In an example embodiment, the system 400 is configured to prevent thermal runaway at the monobloc 100 level in a battery 200 comprising a plurality of monoblocs. In an example embodiment, the system 400 is configured to determine if an individual monobloc is over a predetermined temperature, or if all of the monoblocs in a specific series string of monoblocs are over the predetermined temperature. If, for example, all of the monoblocs in a battery 200 are over the predetermined temperature, the system 400 may determine that the weather is just hot, and the solution may be to regulate the charge/discharge rate of the entire battery 200, or shut down the battery 200. If, however, in a battery 200 of a plurality of monoblocs, only one monobloc 100 or string of monoblocs, is over the predetermined temperature, then it is possible that this monobloc (or string of monoblocs) is in need of service, and a notification can be sent.
In an example embodiment, the remote device 414 (e.g., a gateway) is configured to identify an anomalous monobloc by identifying a monobloc, or string of monoblocs, that have a temperature that is above a predetermined temperature threshold and that has a temperature that exceeds TPDAVE by a predetermined temperature differential.
For example, while the predetermined temperature threshold and the predetermined temperature differential may be set at any suitable number, the remote device 414 (e.g., a gateway) may identify a monobloc as impending thermal runaway if the temperature of the monobloc ≥50° C. and the temperature of the monobloc ≥TPDAVE+20° C. In such a situation, the system 400 may be configured to generate a notification, or the like. For example, the system 400 may be configured to display an “Impending Thermal Runaway” notification in the web portal.
In another example embodiment, a preset threshold may be set, e.g., a battery temperature cutoff may be set at a level to protect the monobloc or battery 200. While the battery temperature cutoff can be set to any suitable level, in one example embodiment, the battery temperature cutoff is set to 80° C. If the temperature of a monobloc exceeds the battery temperature cutoff, the system 400 may signal a power system charging and discharging the battery 200 to take its pre-programmed action for battery high temperature.
In another example embodiment, the battery operating history may be monitored and the temperature data therein related to temperature data from other batteries operating under similar conditions to determine if some, heretofore unknown, operating conditions are causing the monobloc(s) or battery to operate with abnormally high or abnormally low temperatures. In a further example, temperature data from the battery operating history may be correlated with exogenous data such as weather and electric grid conditions to establish the root cause for temperature variations and predict operating temperatures in the future based on predictions of the exogenous data.
Contrast the above described example embodiments with a battery monitoring system that controls battery operating conditions only based upon instantaneous voltages. Such a system can only reduce battery performance in response to current operating conditions. The disclosed system provides the opportunity to predict and optimize battery operating conditions.
In a further embodiment, the remote device collects exogenous data related to conditions and/or factors that may influence the temperature of monoblocs in the battery 200 and predicts conditions that may result in an adverse battery temperature.
In an example embodiment, the remote device 414 (e.g., a gateway) is configured to calculate a Battery Temperature Compensation input (TPDrc) and to provide the Battery Temperature Compensation input TPDTC to a power system charging the battery for implementation of temperature compensation (the variation of the top of charge voltage based on battery temperature). The power system may be configured to receive the TPDTC and use it to optimize the charging voltage for the temperature conditions present in the battery. In other words, the power system may be configured to adjust its charging voltage, based on the temperature of the battery. If the battery is hotter, the power system may be configured to lower the charging voltage, by the manufacturers recommended derating value, to prevent overcharging the battery. Conversely, a lower temperature battery will be charged at a higher voltage. Thus, in an example embodiment, an accurate and/or optimized battery temperature can be provided as input to the power system to improve charging.
In one example embodiment, wherein each of the plurality of monoblocs comprising the battery include a battery monitoring circuit, TPDTC=TPDAVE, providing the power system with an average of the individual monoblock temperatures. In another example embodiment, TPDTC is calculated by any suitable algorithm that is based on data from the plurality of individual monoblocs. For example, compensating based on the lowest temperature monobloc results in a higher charge voltage and the balance of monoblocs in the battery being overcharged. Conversely, compensating based on the highest temperature monobloc results in a lower charge voltage and the balance of the monoblocs being undercharged. Thus, while TPDTC is calculated to provide a single temperature input to the power system, it is based upon data from each of the plurality of monoblocs comprising the battery, and is designed to optimize the charging of the battery.
In an example embodiment, the remote device, is configured to provide a notification if the temperature compensation appears to be in error. For example, the remote device 414 (e.g., a gateway) may be configured to compare actual monobloc voltage measurement data with theoretical calculated voltage data and provide a notice or take action if the two differ by a predetermined amount. For example, the remote device 414 may be configured to compare the actual measured voltage of a monobloc (VPD) with a calculated temperature compensated average battery monobloc voltage (VTC). In an example embodiment, if VTC−VPD is >100 mV over a period of 24 hours, the remote device 414 may be configured to provide a notification through the web portal, such as, “Temperature Compensation Error Lo.” On the other hand, if VPD−VTC>100 mV over a period of 24 hours, the notification could read, “Temperature Compensation Error Hi.” Other suitable threshold voltage levels may also be used. Remote device 414 may be configured to send any suitable notification based on the difference between VPD and VTC.
In one example embodiment, with 6 monoblocs, the VTC may be calculated at any temperature by VTC=6×[VFLOAT+(TPD−25° C.)×ΔVTC], where VFLOAT=recommended monobloc float voltage at 25° C., and ΔVTC=monobloc float voltage temperature compensation slope centered at 25° C. The VFLOAT and ΔVTC values may differ from one monobloc type/manufacturer to the next and such values may be programmed into the memory of the battery monitor circuit. Moreover, any suitable formula may be used to determine the theoretical VTC.
Principles of the present disclosure may be combined with and/or utilized in connection with principles disclosed in other applications. For example, principles of the present disclosure may be combined with principles disclosed in: U.S. Ser. No. 16/046,777 filed on Jul. 26, 2018 and entitled “BATTERY WITH INTERNAL MONITORING SYSTEM”; U.S. Ser. No. 16/046,727 filed on Jul. 26, 2018 and entitled “ENERGY STORAGE DEVICE, SYSTEMS AND METHODS FOR MONITORING AND PERFORMING DIAGNOSTICS ON BATTERIES”; U.S. Ser. No. 16/046,883 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR DETERMINING A STATE OF CHARGE OF A DISCONNECTED BATTERY”; U.S. Ser. No. 16/046,671 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR UTILIZING BATTERY OPERATING DATA”; U.S. Ser. No. 16/046,709 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR UTILIZING BATTERY OPERATING DATA AND EXOGENOUS DATA”; U.S. Ser. No. 16/046,747 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR DETERMINING CRANK HEALTH OF A BATTERY”; U.S. Ser. No. 16/046,855 filed on Jul. 26, 2018 and entitled “OPERATING CONDITIONS INFORMATION SYSTEM FOR AN ENERGY STORAGE DEVICE”; U.S. Ser. No. 16/046,774 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR DETERMINING A RESERVE TIME OF A MONOBLOC”; U.S. Ser. No. 16/046,687 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR DETERMINING AN OPERATING MODE OF A BATTERY”; U.S. Ser. No. 16/046,811 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR DETERMINING A STATE OF CHARGE OF A BATTERY”; U.S. Ser. No. 16/046,792 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR MONITORING AND PRESENTING BATTERY INFORMATION”; U.S. Ser. No. 16/046,737 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR DETERMINING A HEALTH STATUS OF A MONOBLOC”; and U.S. Ser. No. 16/046,773 filed on Jul. 26, 2018 and entitled “SYSTEMS AND METHODS FOR DETECTING BATTERY THEFT”. The contents of each of the foregoing applications are hereby incorporated by reference.
In describing the present disclosure, the following terminology will be used: The singular forms “a,” “an,” and “the” include plural referents unless the context clearly dictates otherwise. Thus, for example, reference to an item includes reference to one or more items. The term “ones” refers to one, two, or more, and generally applies to the selection of some or all of a quantity. The term “plurality” refers to two or more of an item. The term “about” means quantities, dimensions, sizes, formulations, parameters, shapes and other characteristics need not be exact, but may be approximated and/or larger or smaller, as desired, reflecting acceptable tolerances, conversion factors, rounding off, measurement error and the like and other factors known to those of skill in the art. The term “substantially” means that the recited characteristic, parameter, or value need not be achieved exactly, but that deviations or variations, including for example, tolerances, measurement error, measurement accuracy limitations and other factors known to those of skill in the art, may occur in amounts that do not preclude the effect the characteristic was intended to provide. Numerical data may be expressed or presented herein in a range format. It is to be understood that such a range format is used merely for convenience and brevity and thus should be interpreted flexibly to include not only the numerical values explicitly recited as the limits of the range, but also interpreted to include all of the individual numerical values or sub-ranges encompassed within that range as if each numerical value and sub-range is explicitly recited. As an illustration, a numerical range of “about 1 to 5” should be interpreted to include not only the explicitly recited values of about 1 to about 5, but also include individual values and sub-ranges within the indicated range. Thus, included in this numerical range are individual values such as 2, 3 and 4 and sub-ranges such as 1-3, 2-4 and 3-5, etc. This same principle applies to ranges reciting only one numerical value (e.g., “greater than about 1”) and should apply regardless of the breadth of the range or the characteristics being described. A plurality of items may be presented in a common list for convenience. However, these lists should be construed as though each member of the list is individually identified as a separate and unique member. Thus, no individual member of such list should be construed as a de facto equivalent of any other member of the same list solely based on their presentation in a common group without indications to the contrary. Furthermore, where the terms “and” and “or” are used in conjunction with a list of items, they are to be interpreted broadly, in that any one or more of the listed items may be used alone or in combination with other listed items. The term “alternatively” refers to selection of one of two or more alternatives, and is not intended to limit the selection to only those listed alternatives or to only one of the listed alternatives at a time, unless the context clearly indicates otherwise.
It should be appreciated that the particular implementations shown and described herein are illustrative and are not intended to otherwise limit the scope of the present disclosure in any way. Furthermore, the connecting lines shown in the various figures contained herein are intended to represent exemplary functional relationships and/or physical couplings between the various elements. It should be noted that many alternative or additional functional relationships or physical connections may be present in a practical device or system.
It should be understood, however, that the detailed description and specific examples, while indicating exemplary embodiments, are given for purposes of illustration only and not of limitation. Many changes and modifications within the scope of the present disclosure may be made without departing from the spirit thereof, and the scope of this disclosure includes all such modifications. The corresponding structures, materials, acts, and equivalents of all elements in the claims below are intended to include any structure, material, or acts for performing the functions in combination with other claimed elements as specifically claimed. The scope should be determined by the appended claims and their legal equivalents, rather than by the examples given above. For example, the operations recited in any method claims may be executed in any order and are not limited to the order presented in the claims. Moreover, no element is essential unless specifically described herein as “critical” or “essential.”
Moreover, where a phrase similar to ‘at least one of A, B, and C’ or ‘at least one of A, B, or C’ is used in the claims or specification, it is intended that the phrase be interpreted to mean that A alone may be present in an embodiment, B alone may be present in an embodiment, C alone may be present in an embodiment, or that any combination of the elements A, B and C may be present in a single embodiment; for example, A and B, A and C, B and C, or A and B and C.
This application claims priority to, and the benefit of: U.S. Provisional Patent Application No. 62/538,622 filed on Jul. 28, 2017 entitled “ENERGY STORAGE DEVICE, SYSTEMS AND METHODS FOR MONITORING AND PERFORMING DIAGNOSTICS ON POWER DOMAINS”; U.S. Provisional Patent Application No. 62/659,929 filed on Apr. 19, 2018 entitled “SYSTEMS AND METHODS FOR MONITORING BATTERY PERFORMANCE”; U.S. Provisional Patent Application No. 62/660,157 filed on Apr. 19, 2018 entitled “SYSTEMS AND METHODS FOR ANALYSIS OF MONITORED TRANSPORTATION BATTERY DATA”; and U.S. Provisional Patent Application No. 62/679,648 filed on Jun. 1, 2018 entitled “DETERMINING THE STATE OF CHARGE OF A DISCONNECTED BATTERY”. The contents of each of the foregoing applications are hereby incorporated by reference for all purposes (except for any subject matter disclaimers or disavowals, and except to the extent that the incorporated material is inconsistent with the express disclosure herein, in which case the language in this disclosure controls).
| Number | Name | Date | Kind |
|---|---|---|---|
| 4433294 | Windebank | Feb 1984 | A |
| 4731601 | Nowakowski | Mar 1988 | A |
| 4876513 | Brilmyer | Oct 1989 | A |
| 4929931 | McCuen | May 1990 | A |
| 5341503 | Gladstein | Aug 1994 | A |
| 5344725 | Ide et al. | Sep 1994 | A |
| 5633573 | Van Phuoc | May 1997 | A |
| 6025695 | Friel | Feb 2000 | A |
| 6441585 | Bertness | Aug 2002 | B1 |
| 6469471 | Anbuky | Oct 2002 | B1 |
| 6635380 | Shimoda | Oct 2003 | B1 |
| 6888468 | Bertness | May 2005 | B2 |
| 7116109 | Klang | Oct 2006 | B2 |
| 7208914 | Klang | Apr 2007 | B2 |
| 7545146 | Klang | Jun 2009 | B2 |
| 7595643 | Klang | Sep 2009 | B2 |
| 7598743 | Bertness | Oct 2009 | B2 |
| 7619417 | Klang | Nov 2009 | B2 |
| 7786702 | Chait | Aug 2010 | B1 |
| 8203345 | Bertness | Jun 2012 | B2 |
| 8237448 | Bertness | Aug 2012 | B2 |
| 8306690 | Bertness | Nov 2012 | B2 |
| 8332342 | Saha | Dec 2012 | B1 |
| 8386199 | Goff | Feb 2013 | B2 |
| 8436619 | Bertness | May 2013 | B2 |
| 8446127 | Yazami | May 2013 | B2 |
| 8493022 | Bertness | Jul 2013 | B2 |
| 8958998 | Bertness | Feb 2015 | B2 |
| 9018958 | Bertness | Apr 2015 | B2 |
| 9052366 | Bertness | Jun 2015 | B2 |
| 9417289 | Zheng | Aug 2016 | B2 |
| 9425487 | Bertness | Aug 2016 | B2 |
| 9531037 | Ogg | Dec 2016 | B2 |
| 20020190873 | Flick | Dec 2002 | A1 |
| 20020196026 | Kimura | Dec 2002 | A1 |
| 20050042936 | Perry | Feb 2005 | A1 |
| 20050055244 | Mullan | Mar 2005 | A1 |
| 20050089750 | Ng | Apr 2005 | A1 |
| 20050162172 | Bertness | Jul 2005 | A1 |
| 20050269993 | Palanisamy | Dec 2005 | A1 |
| 20050288878 | Ng | Dec 2005 | A1 |
| 20060022643 | Brost | Feb 2006 | A1 |
| 20060125482 | Klang | Jun 2006 | A1 |
| 20060139007 | Kim | Jun 2006 | A1 |
| 20060217152 | Fok | Sep 2006 | A1 |
| 20060267552 | Baer | Nov 2006 | A1 |
| 20070069734 | Bertness | Mar 2007 | A1 |
| 20080186028 | Jones | Aug 2008 | A1 |
| 20080254347 | Palladino | Oct 2008 | A1 |
| 20090123813 | Chiang | May 2009 | A1 |
| 20090027056 | Huang | Jun 2009 | A1 |
| 20090143929 | Eberhard | Jun 2009 | A1 |
| 20090217897 | Hartmann | Sep 2009 | A1 |
| 20100019773 | Son | Jan 2010 | A1 |
| 20100060295 | Ishikawa | Mar 2010 | A1 |
| 20100094575 | Andrieu | Apr 2010 | A1 |
| 20100114511 | Stewart | May 2010 | A1 |
| 20100016125 | Cornell | Jun 2010 | A1 |
| 20100154524 | Salman | Jun 2010 | A1 |
| 20100194576 | Bertness | Aug 2010 | A1 |
| 20100250162 | White et al. | Sep 2010 | A1 |
| 20110133965 | Beltmann | Jun 2011 | A1 |
| 20110298417 | Stewart | Dec 2011 | A1 |
| 20120017618 | Price | Jan 2012 | A1 |
| 20120094150 | Troutman | Apr 2012 | A1 |
| 20120208463 | Causey | Aug 2012 | A1 |
| 20120212183 | Yamada | Aug 2012 | A1 |
| 20120299721 | Jones | Nov 2012 | A1 |
| 20120316811 | Choi et al. | Dec 2012 | A1 |
| 20120326654 | Ito | Dec 2012 | A1 |
| 20130033102 | Goff | Feb 2013 | A1 |
| 20130106429 | Krause | May 2013 | A1 |
| 20130138369 | Papana | May 2013 | A1 |
| 20130141048 | Huang | Jun 2013 | A1 |
| 20130234721 | Nakamura | Sep 2013 | A1 |
| 20130322488 | Yazami | Dec 2013 | A1 |
| 20130335096 | Hasenkopf | Dec 2013 | A1 |
| 20140050972 | Amiruddin | Feb 2014 | A1 |
| 20140097852 | Mizoguchi | Apr 2014 | A1 |
| 20140111164 | Ohkawa | Apr 2014 | A1 |
| 20140129163 | Betzner | May 2014 | A1 |
| 20140176148 | Makihara | Jun 2014 | A1 |
| 20140218041 | Cho et al. | Aug 2014 | A1 |
| 20140225620 | Campbell | Aug 2014 | A1 |
| 20140340024 | Groat | Nov 2014 | A1 |
| 20140354213 | Rivera-Poventud | Dec 2014 | A1 |
| 20150025825 | Yoshida | Jan 2015 | A1 |
| 20150048797 | Song | Feb 2015 | A1 |
| 20150046105 | Guntreddi | Apr 2015 | A1 |
| 20150132615 | Yun | May 2015 | A1 |
| 20150168268 | Fish et al. | Jun 2015 | A1 |
| 20150185289 | Yang | Jul 2015 | A1 |
| 20150188334 | Dao et al. | Jul 2015 | A1 |
| 20150301113 | Sims | Oct 2015 | A1 |
| 20150357851 | Huang | Dec 2015 | A1 |
| 20150372515 | Bulur et al. | Dec 2015 | A1 |
| 20160061906 | Cho | Mar 2016 | A1 |
| 20160077159 | Petrucelli | Mar 2016 | A1 |
| 20160109525 | Chau | Apr 2016 | A1 |
| 20160141894 | Beaston | May 2016 | A1 |
| 20160141907 | Mulawski | May 2016 | A1 |
| 20160146895 | Yazami | May 2016 | A1 |
| 20160018472 | Sung | Jun 2016 | A1 |
| 20160169980 | Van Lammern | Jun 2016 | A1 |
| 20160178706 | Liu et al. | Jun 2016 | A1 |
| 20160209472 | Chow et al. | Jul 2016 | A1 |
| 20160243960 | Wood | Aug 2016 | A1 |
| 20160255928 | O'Donnell | Sep 2016 | A1 |
| 20160259013 | Basu et al. | Sep 2016 | A1 |
| 20160259015 | Carlo et al. | Sep 2016 | A1 |
| 20160349330 | Barfield, Jr. et al. | Dec 2016 | A1 |
| 20160377684 | Leirens | Dec 2016 | A1 |
| 20160380441 | Groat | Dec 2016 | A1 |
| 20170003351 | Mayr | Jan 2017 | A1 |
| 20170126032 | Beaston | May 2017 | A1 |
| 20170144562 | Thomas | May 2017 | A1 |
| 20170253140 | Chang | Sep 2017 | A1 |
| 20170256006 | Erestam | Sep 2017 | A1 |
| 20170317628 | Renner | Nov 2017 | A1 |
| 20170345101 | Beaston | Nov 2017 | A1 |
| 20180065636 | Fabregas | Mar 2018 | A1 |
| 20180123357 | Beaston | May 2018 | A1 |
| 20180130330 | Martino | May 2018 | A1 |
| 20180181967 | Beaston | Jun 2018 | A1 |
| 20190013692 | Dellevergini | Feb 2019 | A1 |
| 20190170828 | Hindle | Jun 2019 | A1 |
| 20190207396 | Chen | Jul 2019 | A1 |
| 20190219639 | Kawabe | Jul 2019 | A1 |
| Number | Date | Country |
|---|---|---|
| 201893426 | Jul 2011 | CN |
| 103078150 | May 2013 | CN |
| 204309740 | May 2015 | CN |
| 105633487 | Jun 2016 | CN |
| 1265335 | Aug 2008 | EP |
| 2980595 | Feb 2016 | EP |
| 10082841 | Mar 1998 | JP |
| 2002228730 | Aug 2002 | JP |
| 2005146939 | Jul 2005 | JP |
| 2007261433 | Oct 2007 | JP |
| 2009042071 | Feb 2009 | JP |
| 20060031129 | Apr 2006 | KR |
| 1020060039376 | May 2006 | KR |
| 100680901 | Feb 2007 | KR |
| 1020070040065 | Apr 2007 | KR |
| 1020120028000 | Mar 2012 | KR |
| 101238478 | Mar 2013 | KR |
| 1020130061964 | Jun 2013 | KR |
| 1020130061964 | Jun 2013 | KR |
| 1020140029670 | Mar 2014 | KR |
| 1020140094486 | Jul 2014 | KR |
| 101478791 | Jan 2015 | KR |
| 1020060031129 | May 2015 | KR |
| 1020070077871 | Mar 2016 | KR |
| 1020160023369 | Mar 2016 | KR |
| 101628216 | Jun 2016 | KR |
| 9742695 | Nov 1997 | WO |
| 2004062010 | Jul 2004 | WO |
| 2005078673 | Aug 2005 | WO |
| 2008041471 | Apr 2008 | WO |
| 2009094367 | Jul 2009 | WO |
| 2010001605 | Jan 2010 | WO |
| 2013016188 | Jan 2013 | WO |
| 2016082208 | Jun 2016 | WO |
| 2016113099 | Jul 2016 | WO |
| 2017114889 | Jul 2017 | WO |
| Entry |
|---|
| International Search Report and Written Opinion dated Nov. 8, 2018 in the International Application No. PCT/US2018/044223. |
| International Search Report and Written Opinion dated Oct. 24, 2018 in the International Application No. PCT/US2018/044240. |
| International Search Report and Written Opinion dated Jan. 28, 2019 in the International Application No. PCT/US2018/044244. |
| International Search Report and Written Opinion dated Dec. 14, 2018 in the International Application No. PCT/US2018/044246. |
| International Search Report and Written Opinion dated Oct. 30, 2018 in the International Application No. PCT/US2018/044230. |
| International Search Report and Written Opinion dated Nov. 12, 2018 in the International Application No. PCT/US2018/044235. |
| International Search Report and Written Opinion dated Jan. 24, 2019 in the International Application No. PCT/US2018/044250. |
| International Search Report and Written Opinion dated Jan. 24, 2019 in the International Application No. PCT/US2018/044174. |
| International Search Report and Written Opinion dated Nov. 8, 2018 in the International Application No. PCT/US2018/044210. |
| International Search Report and Written Opinion dated Dec. 26, 2018 in the International Application No. PCT/US2018/044220. |
| International Search Report and Written Opinion dated Nov. 8, 2018 in the International Application No. PCT/US2018/044233. |
| International Search Report and Written Opinion dated Nov. 13, 2018 in the International Application No. PCT/US2018/044229. |
| International Search Report and Written Opinion dated Oct. 24, 2018 in the International Application No. PCT/US2018/044239. |
| International Search Report and Written Opinion dated Dec. 18, 2018 in the International Application No. PCT/US2018/044243. |
| International Search Report and Written Opinion dated Sep. 26, 2018 in the International Application No. PCT/US2018/44232. |
| Office Action in the U.S. Appl. No. 16/046,773 dated Feb. 15, 2019. |
| USPTO; Non-Final Office Action in the U.S. Appl. No. 16/046,737 dated Oct. 24, 2019. |
| USPTO, Non-Final Office Action in the U.S. Appl. No. 16/046,709 dated Oct. 28, 2019. |
| Schneider et al. “Automotive Battery Monitoring by Wireless Cell Sensors,” IEEE International Instrumentation and Measurment Technology Conference Proceedings, pp. 816-820, (2012). |
| PCT; International Preliminary Report on Patentability in the International Application No. PCT/US2018/044233 dated Oct. 24, 2019. |
| PCT; International Preliminary Report on Patentability in the International Application No. PCT/US2018/044230 dated Oct. 24, 2019. |
| PCT; International Preliminary Report on Patentability in the International Application No. PCT/US2018/044223 dated Oct. 24, 2019. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044250 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044240 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044244 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044246 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044235 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044174 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044210 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044220 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044229 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044239 dated Jan. 28, 2020. |
| PCT; International Preliminary Report on Patentability in the PCT Application No. PCT/US2018/044243 dated Jan. 28, 2020. |
| USPTO; Non-Final Office Action in the U.S. Appl. No. 16/046,777 dated Dec. 30, 2019. |
| USPTO; Non-Final Office Action in the U.S. Appl. No. 16/046,687 dated Dec. 26, 2019. |
| USPTO; Non- Final Office Action in the U.S. Appl. No. 16/046,727 dated Dec. 27, 2019. |
| USPTO; Notice of Allowance in the U.S. Appl. No. 16/046,773 dated Dec. 4, 2019. |
| USPTO; Non-Final Office Action in the U.S. Appl. No. 16/046,747 dated Jan. 17, 2020. |
| USPTO; Non-Final Office Action in the U.S. Appl. No. 16/046,811 dated Jan. 27, 2020. |
| USPTO; Non-Final Office Action in the U.S. Appl. No. 16/046,883 dated Feb. 24, 2020. |
| USPTO; Notice of Allowance in the U.S. Appl. No. 16/046,773 dated Mar. 13, 2020. |
| USPTO; Restriction Requirement in the U.S. Appl. No. 16/046,774 dated Apr. 21, 2020. |
| USPTO; Non-Final Office Action in the U.S. Appl. No. 16/046,792 dated Apr. 23, 2020. |
| USPTO; Notice of Allowance in the U.S. Appl. No. 16/046,737 dated May 6, 2020. |
| Number | Date | Country | |
|---|---|---|---|
| 20190036178 A1 | Jan 2019 | US |
| Number | Date | Country | |
|---|---|---|---|
| 62538622 | Jul 2017 | US | |
| 62659929 | Apr 2018 | US | |
| 62660157 | Apr 2018 | US | |
| 62679648 | Jun 2018 | US |
