The present invention relates to battery-powered mobile devices, and more particularly, relates to estimating a number of workflow cycles able to be completed from the remaining battery capacity of a battery in the battery-powered mobile device.
Mobile computer terminals or devices (hereinafter “mobile devices” or simply “devices”) are used for a wide variety of tasks. Such mobile devices allow workers using them (“users”) to maintain mobility, while providing the users with desirable computing and data gathering and processing functions. One example of a specific use for a mobile device is within a product management system that involves product distribution and tracking as well as product inventory management. Such systems are sometimes referred to as warehouse management systems (WMS). In a conventional WMS system, a large number of users (each using a mobile device) are directed, through speech, to move throughout a warehouse and complete various tasks, such as to pick certain products to fill an order or to put away or replenish items at storage locations. To that end, the mobile devices are loaded prior to the start of each user work shift with one or more work applications. Such work applications each include a plurality of tasks that are to be performed by the user in a particular workflow cycle. The work application is then executed by the mobile device, with the mobile device facilitating execution of the work application. In that way, the workflow cycle is completed (more particularly, the various tasks of the work application are completed) and data that is associated with the work application/workflow cycle is generated and collected.
Such mobile devices utilize portable power elements, such as batteries for power. The power consumption of the mobile device facilitating execution of the work application may vary somewhat radically based upon the work application that is being executed on the mobile device. The load on the CPU or other processor required by a work application may be different between various work applications. For example, some work applications consume power in bursting spikes of high power consumption, while other work applications might consume a higher consistent and average amount of power.
While the user may know the remaining battery capacity from a fuel gauge (an exemplary battery monitor) of the mobile device or another source, the current mobile device user cannot translate the fuel gauge information (remaining battery capacity) into the number of workflow cycles that can be completed with the mobile device facilitating execution of a particular work application. Therefore, the user may unexpectedly have to change or recharge a battery in the middle of a particular work application or shift, if the remaining battery capacity becomes too low or if power is lost. Recharging or changing batteries or losing power within the middle of a particular work application or shift cuts down on the efficiency of a user, and therefore, increases the overall cost of performing the workflow cycle.
Therefore, a need exists for methods for estimating a number of workflow cycles able to be completed from the remaining battery capacity of a battery in the battery-powered mobile device facilitating execution of a particular work application.
Accordingly, in one aspect, the present invention embraces a method for generating an estimated number of workflow cycles able to be executed with a remaining battery capacity of a battery in a device. The method comprises defining a workflow cycle comprising a predefined series of tasks of a work application executed during a defined timeframe. A beginning battery capacity of a battery in the device is determined at a start of an execution of the work application. An end battery capacity of the battery in the device at completion of execution of the work application is determined. The beginning battery capacity and the end battery capacity comprise battery usage data. A battery usage estimate associated with the work application is calculated from a difference between the beginning battery capacity and the end battery capacity. At least one of the battery usage data and the battery usage estimate associated with the work application is stored. The remaining battery capacity at a start of another execution of the workflow cycle is determined. The estimated number of workflow cycles able to be executed based on the remaining battery capacity and the battery usage estimate is calculated.
In an exemplary embodiment, a method comprises determining a remaining battery capacity of a battery in a battery-powered device configured to facilitate execution of a work application in a workflow cycle. An estimated number of the workflow cycle able to be executed with the battery-powered device is determined by dividing the remaining battery capacity by a battery usage estimate associated with the work application. The estimated number of the predefined workflow cycle able to be executed is outputted.
In another exemplary embodiment, a method is provided for providing a user of a battery-powered device with an estimated number of a workflow cycle able to be executed with the battery-powered device configured to facilitate execution of a work application. The method comprises determining a remaining battery capacity of a battery in the battery-powered device, calculating the estimated number from the remaining battery capacity and a battery usage estimate associated with the work application, and outputting the estimated number to the user. The estimated number comprises a quotient obtained by dividing the remaining battery capacity by the battery usage estimate.
The foregoing illustrative summary, as well as other exemplary objectives and/or advantages of the invention, and the manner in which the same are accomplished, are further explained within the following detailed description and its accompanying drawings.
Various embodiments are directed to methods for generating an estimated number of workflow cycles able to be executed with a remaining battery capacity of a battery in a mobile device (a “battery-powered mobile device” or simply “device”). The mobile device is configured to facilitate execution of a work application. As used herein, the term “workflow cycle” comprises a defined timeframe in which the “work application” comprising a predefined series of tasks is executed. Therefore, the estimated number of workflow cycles able to be executed refers to the number of times that the work application may be executed from beginning to end.
As noted previously, users of battery-powered mobile devices have a difficult time translating current battery fuel gauge information (e.g., remaining battery capacity) into predictive workflow operation cycles. For example, while a user may determine the percentage of charge remaining in the battery of the mobile device (i.e., the remaining battery capacity) from, for example, a battery monitor, the user currently cannot determine the number of workflow cycles that can be performed with the remaining charge. Various embodiments generate an estimated number of workflow cycles able to be executed with the remaining battery capacity of the battery in the mobile device configured to help facilitate execution of a particular work application in a single workflow cycle. Various embodiments enable a user to know in advance of performing the workflow cycle if the workflow cycle can be completed (i.e., all the tasks of the particular work application completed) with the remaining battery capacity, and specifically how many workflow cycles he/she can complete before power is lost or until a minimum power threshold is reached. Therefore, various embodiments reduce the need to recharge/change a battery within the middle of a particular work application or shift. Various embodiments also reduce the chance of losing power within the middle of a particular work application or shift. Therefore, the efficiency of a user may be increased, with a corresponding decrease in the overall cost of the workflow cycle.
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In accordance with various embodiments of the present invention, the mobile device is configured to facilitate execution of the work application in a workflow cycle as noted previously. For example, in work environments (such as depicted in
Each mobile device may be coupled with a suitable headset 36 to be worn by a user for interfacing with the mobile device using speech. The headset 36 includes one or more microphones 40 that capture user speech and one or more speakers 42 that play speech commands to a user, such as to direct the user through the plurality of tasks of the particular work application being executed or run in the workflow cycle by the mobile device.
In addition to the speech dialog, various peripheral devices may be implemented and interfaced with the mobile device, such as a barcode or RFID reader, a display, a printer, or other devices to operate in conjunction with the speech dialog for facilitating the various work tasks of the work application in the workflow cycle. For example, the mobile device may be coupled with one or more peripheral devices. For example,
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The mobile device 20 may also include one or more I/O network interfaces 118 to transmit and receive communications between management computer 104 and the mobile device over communication network 32. The I/O interface 118 may also be configured to receive input from a variety of sources including for example, speech input from a headset microphone or scanner/reader input from a barcode or RFID scanner/reader, and also to output data or communications, such as a text-to speech output to a headset speaker to be heard by a user. Suitable mobile devices for implementing the present invention are the TALKMAN® devices available from Honeywell International, Inc.
The processor 111 of the mobile device 20 may execute computer program code in one or more memory 112 and/or storage devices 113 of the mobile device, and that memory may represent random access memory (RAM) devices comprising the main storage of a computer, as well as any supplemental levels of memory, e.g., cache memories, non-volatile or backup memories (e.g., programmable or flash memories), read-only memories, etc. In addition, a memory may be considered to include memory storage physically located elsewhere in a computer, e.g., any cache memory in a processor, as well as any storage capacity used as a virtual memory, e.g., as stored on a mass storage device or on another interconnected computer.
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As hereinafter described, in accordance with various embodiments of the present invention, the battery usage estimate is used to estimate the number of workflow cycles able to be completed with the remaining battery capacity of the battery in the mobile device facilitating execution of the particular work application. While the battery usage estimate may be calculated (the difference between the beginning battery capacity and the end battery capacity) from execution of the particular work application in a single workflow cycle, it is to be understood that greater accuracy in the battery usage estimate may be achieved from multiple executions of the particular work application over multiple workflow cycles and/or by multiple mobile devices, i.e., the battery usage estimate is best developed from a large number of uses as previously noted, and thus, a plurality of work application executions may be monitored, such as by the management computer 104. The work applications may be executed on a plurality of battery-powered devices by users doing work and/or over a plurality of workflow cycles by the same user or different users.
In accordance with various embodiments of the present invention, the battery usage data (including the beginning battery capacity and the end battery capacity) from executing the particular work application over one or more workflow cycles and/or from a plurality of mobile devices executing generally the same particular work application may be stored and aggregated and/or averaged for the purpose of calculating the battery usage estimate, as hereinafter described. For example, the battery usage data for all mobile devices that are executing generally the same work application may be aggregated and/or averaged for calculating an average battery usage estimate for a fully-charged battery executing the particular work application. Battery usage data for a plurality of different devices that are each executing the work application may be stored and aggregated and/or averaged. The aggregated battery usage data for the various monitored battery performance metrics are stored and associated with a specific work application. Using that battery usage data, the battery usage estimate is calculated, such as by the mobile device and/or the management computer 104. The battery usage estimate is associated with the particular work application.
The battery usage data and/or battery usage estimate may be updated as additional battery usage data and additional battery usage estimates are generated and collected. For example, the battery usage estimate associated with the particular work application may be aggregated and/or averaged over a plurality of devices so that the battery usage estimate for the mobile devices executing the particular work application may be determined. The battery usage estimate may be accumulated and stored in memory and associated with the particular work application. The battery usage estimate may be continuously updated, as more work applications are executed and more data is aggregated and/or averaged for the particular work application.
In accordance with various embodiments of the present invention, the battery usage estimate from one or more executions of the particular work application may be used for calculating the estimated number of workflow cycles able to be executed with the remaining battery capacity, according to various embodiments of the present invention. For example, the battery usage estimate from one or more prior executions may be used for the calculation, in which case the battery usage estimate comprises an “historical battery usage estimate”. The historical battery usage estimate may be an aggregated and/or averaged battery usage estimate.
The battery usage estimate is application-specific with respect to a monitored work application. The battery usage estimate may be calculated using the aggregated and stored battery usage data. After data has been aggregated, a determination might be made regarding whether a battery usage estimate exists for the particular work application associated with the data. If not, a battery usage estimate might be calculated for the particular work application. If a battery usage estimate already exists, any newly-aggregated data might be used to update that battery usage estimate.
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From the foregoing, it is to be understood that the application-specific battery usage estimate may be used for a facility handling a number of different work applications, such as a warehouse facility. Application-specific battery usage estimates may be developed for each of the work applications handled at such a facility for more accurately providing the user with an estimated number of workflow cycles able to be completed with the remaining battery capacity of the battery used in the mobile device for executing the particular work application.
The routines executed to implement the embodiments of the invention, including the execution of routines associated with a battery usage estimate loaded on a device or associated with the aggregation of battery usage data or the generation of a battery usage estimate, whether implemented as part of an operating system or a specific application, component, program, object, module or sequence of instructions executed by one or more computing systems is referred to herein as a “sequence of operations,” a “program product,” or, more simply, “program”. The program typically comprises one or more instructions that are resident at various times in various memory and storage devices in a computing system or device (e.g., the mobile terminal device, the management computer, etc.), and that, when read and executed by one or more processors of the system, cause the system to perform the steps necessary to execute steps, elements, and/or blocks embodying the various aspects of the invention. Furthermore, given the typically endless number of manners in which computer programs may be organized into routines, procedures, methods, modules, objects, and the like, as well as the various manners in which program functionality may be allocated among various software layers that are resident within a typical computer (e.g., operating systems, libraries, APIs, applications, applets, etc.), it should be appreciated that the invention is not limited to the specific organization and allocation of program functionality described herein.
To supplement the present disclosure, this application incorporates entirely by reference the following commonly assigned patents, patent application publications, and patent applications:
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In the specification and/or figures, typical embodiments of the invention have been disclosed. The present invention is not limited to such exemplary embodiments. The use of the term “and/or” includes any and all combinations of one or more of the associated listed items. The figures are schematic representations and so are not necessarily drawn to scale. Unless otherwise noted, specific terms have been used in a generic and descriptive sense and not for purposes of limitation.
The present application is a continuation of and claims the benefit of priority to U.S. application Ser. No. 15/606,529 entitled “METHODS FOR ESTIMATING A NUMBER OF WORKFLOW CYCLES ABLE TO BE COMPLETED FROM A REMAINING BATTERY CAPACITY” filed on May 26, 2017, which is hereby incorporated by reference in its entirety.
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