This invention was made with government support under 1540032 awarded by the National Science Foundation. The government has certain rights to this invention.
Embodiments described herein relate to systems and methods for detecting the presence of biofilm.
Biofilm is, for example, a matrix-enclosed accumulation of dense microbial consortia that lives on a biological or engineering surface. Biofilm may form when single cells and microcolonies of bacteria attach and adhere to a surface over time. In many instances, biofilm forms on surfaces that come into contact with substances intended for human exposure (e.g., through consumption or external contact), such as food and water. In such instances, exposure to a substance that comes into contact with biofilm may result in illness.
Unfortuneately, many surfaces on which biofilm forms are not readily visible. For example, biofilm may form on the inner surfaces of pipes and tanks that contain substances intended for human exposure. Incorporating sensors inside pipes or tanks can be problematic, as maintenance on the sensors cannot be performed without dissessmbly of the system to be measured and the sensors themselves may be exposed to an environment that degrades the sensors over time. Accordingly, exisitng systems and methods used for detecting the formation of biofilm on such inner surfaces are ineffective.
In one embodiment, a system is provided detecting the presence of biofilm on an inner surface of a body used for containing a fluid medium. The system includes a transmitter disposed at a first location external to the body, a receiver located at a second location external to the body, and an electronic controller. The electronic controller is configured to control the transmitter to transmit an ultrasonic signal in a direction towards the body and receive, via the receiver, an attenuated signal that is the ultrasonic signal after passing through the body. The electronic controller is configured to determine a phase shift between the ultrasonic signal and the attenuated ultrasonic signal, determine an amplitude difference between the ultrasonic signal and the attenuated ultrasonic signal, and generate an indication of an amount of biofilm present on the inner surface of the body based on the phase shift and the amplitude difference.
In another embodiment, a method is provided for detecting the presence of biofilm on an inner surface of a body used for containing a fluid medium. The method includes controlling, by an electronic processor, a transmitter disposed at a first location external to the body to transmit an ultrasonic signal in a direction towards the transmitter and receiving, by the electronic controller, via a receiver disposed at a second location external to the body, an attenuated ultrasonic signal that is the ultrasonic signal after passing through the body. The method further includes determining, by the electronic controller, a phase shift between the ultrasonic signal and the attenuated ultrasonic signal, determining, by the electronic controller, an indication of an amplitude difference between the ultrasonic signal and the attenuated ultrasonic signal, and generating, by the electronic controller, an indication of an amount of biofilm present on the inner surface of the body based on the phase shift and the amplitude difference.
Other aspects of the embodiments will become apparent by consideration of the detailed description and accompanying drawings.
Before any embodiments are explained in detail, it is to be understood that the embodiments are not limited in its application to the details of the configuration and arrangement of components set forth in the following description or illustrated in the accompanying drawings. The embodiments are capable of being practiced or of being carried out in various ways. Also, it is to be understood that the phraseology and terminology used herein are for the purpose of description and should not be regarded as limiting. The use of “including,” “comprising,” or “having” and variations thereof are meant to encompass the items listed thereafter and equivalents thereof as well as additional items. Unless specified or limited otherwise, the terms “mounted,” “connected,” “supported,” and “coupled” and variations thereof are used broadly and encompass both direct and indirect mountings, connections, supports, and couplings.
In addition, it should be understood that embodiments may include hardware, software, and electronic components or modules that, for purposes of discussion, may be illustrated and described as if the majority of the components were implemented solely in hardware. However, one of ordinary skill in the art, and based on a reading of this detailed description, would recognize that, in at least one embodiment, the electronic-based aspects may be implemented in software (e.g., stored on non-transitory computer-readable medium) executable by one or more electronic processors, such as a microprocessor and/or application specific integrated circuits (“ASICs”). As such, it should be noted that a plurality of hardware and software based devices, as well as a plurality of different structural components, may be utilized to implement the embodiments. For example, “servers,” “computing devices,” “controllers,” “processors,” etc., described in the specification can include one or more electronic processors, one or more computer-readable medium modules, one or more input/output interfaces, and various connections (e.g., a system bus) connecting the components.
Relative terminology, such as, for example, “about,” “approximately,” “substantially,” etc., used in connection with a quantity or condition would be understood by those of ordinary skill to be inclusive of the stated value and has the meaning dictated by the context (e.g., the term includes at least the degree of error associated with the measurement accuracy, tolerances [e.g., manufacturing, assembly, use, etc.] associated with the particular value, etc.). Such terminology should also be considered as disclosing the range defined by the absolute values of the two endpoints. For example, the expression “from about 2 to about 4” also discloses the range “from 2 to 4.” The relative terminology may refer to plus or minus a percentage (e.g., 1%, 5%, 10%, or more) of an indicated value.
Functionality described herein as being performed by one component may be performed by multiple components in a distributed manner. Likewise, functionality performed by multiple components may be consolidated and performed by a single component. Similarly, a component described as performing particular functionality may also perform additional functionality not described herein. For example, a device or structure that is “configured” in a certain way is configured in at least that way but may also be configured in ways that are not explicitly listed.
In some embodiments, the body 105 is included as one or more components of a larger system. For example, in some embodiments, the body 105 is implemented as one or more components of an appliance such as an ice machine, a coffee maker, a refrigerator, a freezer, or another machine used for processing foods and beverages intended for human consumption. In some embodiments, the body 105 is implemented as one or more components included in a food storage system, a water filtration system, a plumbing system, a sewage system, or a heating, ventilation, and/or air conditioning (HVAC) system. In some embodiments, the body 105 is implemented as one or more components of a medical device such as an air purifier, a ventilator, a dialysis machine, equipment used for blood transfusion, or another non-invasive, invasive, or active medical device.
As shown in
In some embodiments, the transmitter 130 and receiver 135 are implemented as ultrasonic sensors. That is, the transmitter 130 is an ultrasonic transmitter and the receiver 135 is an ultrasonic receiver. In such embodiments, the transmitter is configured to transmit ultrasonic signals and the receiver 135 is configured to receive ultrasonic signals. Operation of the transmitter 130 and receiver 135 is controlled by an electronic controller 140 (see
As shown in
While located at the first position 155 external to body 105, the transmitter 130 may be oriented such that when the transmitter 130 transmits an ultrasonic signal, the ultrasonic signal is transmitted in a direction (indicated by arrow 160 in
With respect to the embodiments in which the system 100 includes a plurality of transmitters 130A-130N and receivers 135A-135N, the plurality of transmitters 130A-130N may be located at various positions external to the body 105. As shown in
As further shown in
In some embodiments, the location of receiver 135 is chosen in accordance with the location of the transmitter 130. In such embodiments, the location of receiver 135 may be chosen to be a position external to body 105 at which the receiver 135 is positioned to receive the ultrasonic signal 165 that is transmitted by the transmitter 130. For example, while the receiver 135 is located at the second position 170, the receiver 135 is operable to receive the ultrasonic signal 165 when the ultrasonic signal 165 passes through the body 105, and without primarily relying on internal reflection of the ultrasonic signal 165 within the body 105. As another example, when the transmitter 130 is located in a position external to the top side of the body 105, the location of the receiver 135 may be chosen to be a position external to the bottom side of the body 105. Accordingly, while located at a position external to the bottom side of the body 105, the receiver 135 is operable to receive an ultrasonic signal passing through body 105 that is transmitted by a transmitter 130 located at a position external to the top side of body 105. As another example, when the transmitter 130 is located in a position external to the left side of the body 105, the location of the receiver 135 may be chosen to be a position external to the right side of the body 105. Accordingly, while located at a position external to the right side of the body 105, the receiver 135 is operable to receive an ultrasonic signal passing through body 105 that is transmitted by a transmitter 130 located at a position external to the left side of body 105. In general, the location of the receiver 135 may be chosen to be a position external to a side or area of the body 105 that is opposite to the side or area external to the body 105 at which transmitter 130 is located. In general, when the transmitter 130 and the receiver 135 are located on opposite sides of the body 105 (as illustrated in
With respect to the embodiments in which the system 100 includes a plurality of transmitters 130A-130N and receivers 135A-135N, the plurality of receivers 135A-135N may be located at various positions external to the body 105. As shown in
Similar to the single transmitter 130 and single receiver 135 embodiment described above, the locations of receivers 135A-135N may be chosen in accordance with the locations of the transmitters 130A-130N. In such embodiments, the location of each one of the plurality of receivers 135A-135N may be chosen to be a position external to the body at which the respective one of the plurality of receivers 135A-135N is operable to receive an ultrasonic signal transmitted by a respective one of the plurality of transmitters 130A-130N. For example, with respect to
As described above, operation of the transmitters 130 and receivers 135 is controlled by the electronic controller 140.
The power supply 605 is configured to provide power to the electronic controller 140 and/or other components of the control system 600. In some embodiments, the power supply 605 includes a battery pack configured to provide power to the electronic controller 140 and/or other components of the control system 600. In some embodiments, the power supply 605 may receive power directly from an external power source, such as an AC wall outlet or a generator, and provide the received power to the electronic controller 140 and/or other components of the control system 600. The power supply may include DC-DC converters, AC-DC converters, DC-AC converters, and/or AC-AC converters configured for regulating the power provided to the electronic controller 140 and/or other components of the control system 600.
The one or more sensors 610 are configured to sense one or more characteristics of the system 100. In some embodiments, the sensors 610 include one or more voltage sensors and current sensors for sensing respective voltages and currents of components of the system 100. For example, in some embodiments, a voltage sensor is provided to sense respective voltages of the signals driving the transmitter 130 to generate ultrasonic signals and the signals generated by the receiver 135 in response to received ultrasonic signals. In some embodiments, the sensors 610 may include one or more temperature sensors configured to sense temperatures within and/or nearby the system 100. In some embodiments, one or more of the sensors 610 are incorporated into the controller 140.
The user-interface 615 may be configured to receive input from an operator (e.g., a service technician or other user) of the system 100. The user-interface 615 may additionally be configured to output information concerning a status of the system 100 to an operator and/or owner of the system 100. In some embodiments, the user-interface 615 includes a display (for example, a primary display, a secondary display, etc.) for providing visual feedback to an operator and/or input devices (for example, touchscreen displays, a plurality of knobs, dials, switches, buttons, etc.). The display may be, for example, a liquid crystal display (“LCD”), a light-transmitting diode (“LED”) display, an organic LED (“OLED”) display, an electroluminescent display (“ELD”), a surface-conduction electron-transmitter display (“SED”), a field emission display (“FED”), a thin-film transistor (“TFT”) LCD, etc. In some embodiments, the user-interface 615 includes one or more speakers for providing audible feedback to an operator of the system 100.
The communication circuit 620 is configured to enable communication between the electronic controller 140 and one or more external devices (for example, smart phones, tablets, laptops, computers, servers, etc.). The one or more external devices may be owned and/or operated by owners of the system 100, operators of the system 100, a service utility provider, maintenance personnel, healthcare workers, manufacturing workers, and the like. The communication circuit 620 may include one or more antennas, communication ports, wireless transmitters, wireless receivers, and/or wireless transceivers. The communication circuit 620 may be configured to communicate with the one or more external devices using a wired and/or wireless connection. For example, in some embodiments, the communication circuit 620 may be configured to communicate with the one or more external devices using short-range radio communication (e.g., Bluetooth®, WiFi®, NFC, ZigBee®, etc.). In some embodiments, the communication circuit 620 may be configured to communicate with the one or more external devices using long-range radio communication (e.g., cellular communication over a cellular network). In some embodiments, the communication circuit 620 may be configured to communicate with one or more external devices using a wired connection.
As described above, the electronic controller 140 may include a plurality of electrical and electronic components that provide power, operational control, and protection to the components and modules within the control system 600. For example, the electronic controller 140 includes, among other things, the electronic processor 145 (for example, a microprocessor or another suitable programmable device) and the memory 150. In some embodiments, the electronic controller 140 may be implemented using an Arduino®, Raspberry Pi®, or similar controller. In some embodiments, the electronic controller 140 may include or incorporate similar functionality provided by a time-to-digital converter evaluation microchip, such as the Texas Instruments Time to Digital Converter 1000-7200 EVM Board®. In some embodiments, the electronic controller 140 includes one or more of current sensing, voltage sensing, and frequency sensing, and time sensing capabilities (e.g., through hardware circuit components, software, or a combination thereof) to measure current and voltage amplitudes, current and voltage zero-crossings, elapsed times, and phase shifts.
The memory 150 may include, for example, a program storage area and a data storage area. The program storage area and the data storage area can include combinations of different types of memory, such as read-only memory (ROM) and random access memory (RAM). Various non-transitory computer readable media, for example, magnetic, optical, physical, or electronic memory may be used. The electronic processor 145 is communicatively coupled to the memory 150 and executes software instructions that are stored in the memory 150, or stored in another non-transitory computer readable medium such as another memory or a disc. The software may include one or more applications, program data, filters, rules, one or more program modules, and other executable instructions. For example, in some embodiments, the electronic processor 145 is configured to retrieve and execute instructions from the memory 150 to implement the functionality of the controller 140 described herein.
As noted, the electronic controller 140 is configured to control the one or more transmitters 130 and the one or more receivers 135 of the system 100. For example, the electronic controller 140 is configured to drive each of the one or more transmitters 130 to cause the output of respective ultrasonic signals from each transmitter 130. For example, the electronic controller 140 may provide a command (e.g., one or more digital or analog signals) to each transmitter 130 that specifies the output characteristics of the ultrasonic signal (e.g., the amplitude and frequency) to be output. Each transmitter 130, which may be powered via the controller 140 or directly via the power supply 605, then generates and outputs the requested ultrasonic signal. In other words, each transmitter 130 receives one or more signals from the controller 140 and, in response, generates a respective ultrasonic signal. In some embodiments, the electronic controller 140 drives each transmitter 130 with an analog sine wave (or another periodic wave), which the transmitters 130 then convert and output as respective ultrasonic signals. Additionally, each of the one or more receivers 135 is configured to receive an ultrasonic signal and provide the received ultrasonic signals (e.g., in an analog or digital form) to the electronic controller 140. In some embodiments, the one or more receivers 135 each receive an ultrasonic signal, which each receiver 135 then respectively converts and outputs to the electronic controller 140 as respective analog sine waves (or as other periodic waves). In some embodiments, the transmitter 130 is an ultrasound sensor similar to an ultrasound sensor sold by Osenon Technology with part number 1ME21TR-1, or similar to an ultrasonic sensor sold by various sources under part number HC-SR04.
In block 705, the electronic controller 140 controls the transmitter 130 to transmit an ultrasonic signal in a direction towards the body 105. For example, the electronic controller 140 may provide one or more signals to the transmitter 130 (e.g., a signal in the form of an analog sine wave) that drives the transmitter 130 to output the ultrasonic signal.
The transmitted signal 800A is transmitted in a scenario in which there is no biofilm present on an inner surface 110 of the body 105. The transmitted signal 900A is transmitted in a scenario in which biofilm is present on an inner surface 110 of the body 105. It will be assumed that the body 105 through which transmitted signal 800A passes is the same body 105 through which transmitted signal 900A passes. That is, the body 105 through which transmitted signal 800A passes is composed of the same thickness and type of material through which transmitted signal 900A passes. The difference between transmitted signals 800A and 900A is that transmitted signal 800A passes through the body at a time in which no biofilm is present on an inner surface 110 of body 105 (e.g., the time at which body 105 has been manufactured, installed, and/or recently cleaned) and transmitted signal 900A passes through the body at a time in which biofilm is present on an inner surface 110 of the body 105 (e.g., some time after the body 105 has been manufactured, installed, and/or cleaned). Since the transmitted signals 800A and 900A are equivalent, the below description provided with respect to the transmitted signal 800A is similarly applicable to the transmitted signal 900A.
As shown in
The amplitude and/or frequency of the transmitted signal 800A may be selected and generated based on the type of material from which body 105 is constructed. For example, the electronic controller 140 may receive, from an operator (via the user-interface or via an external device and the communication circuit 620), body characteristics indicating the type, thickness, or both the type and thickness of the material of the body. In turn, the electronic controller 140 may be configured to select the amplitude, frequency, or both the amplitude and frequency of the transmitted signal 800A based on the type of material from which body 105 is formed. For example, the body characteristics may be used as input to a lookup table maintained on the electronic controller 140 (e.g., in the memory 150), and the amplitude and frequency for the transmitted signal 800A may be provided as an output by the lookup table. Among other things, the type and/or thickness of a material from which body 105 is formed effects the extent to which the transmitted signal 800A becomes attenuated as the transmitted signal 800A passes through the body 105. For example, ultrasonic signals that pass through materials such as copper or galvanized steel may be attenuated, or reduced in strength, by a greater amount than when compared to the attenuation of an ultrasonic signal that passes through materials such as PVC. As another example, ultrasonic signals that pass through a material that is three inches thick may be attenuated, or reduced in strength, by a greater amount than when compared to the attenuation of an ultrasonic signal passes through a one inch thick sample of the same material. Similarly, the phase shift experienced by the transmitted signal 800A as it passes through body 105 may be affected by the type and/or thickness of the material from which body 105 is formed.
In some embodiments, the amplitude and/or frequency of the transmitted signal 800A may be selected so as to (i) prevent the ultrasonic signal from being diminished while passing through and exiting the body 105 so much that it may not be adequately detected by the receiver 135 and (ii) so that the resulting phase shift experienced by the transmitted signal 800A will be sufficiently large to be able to be adequately detected by the receiver 135. That is, the amplitude of the transmitted signal 800A may be chosen to be a value that is large enough (e.g., 5 Vpp) such that when the transmitted signal 800A is attenuated by passing through and exiting body 105, the amplitude of the transmitted signal 800A does not decrease below a signal strength threshold (e.g., 200 mVpp) before it is received by the receiver 135. The signal strength threshold is representative of an ultrasonic signal strength at which meaningful data can no longer be obtained from the ultrasonic signal. Thus, the amplitude of transmitted signal 800A may be chosen such that the transmitted signal 800A maintains an amplitude that is greater than the signal strength threshold (e.g., 200 mVpp) as it passes through body 105. For example, when the body 105 is a pipe formed of a quarter inch thick PVC, the amplitude of the transmitted signal may be chosen to be 3 Vpp. As another example, when the body 105 is a tank formed of three inch thick galvanized iron, the amplitude of the transmitted signal 800A may be chosen to be 10 Vpp. It should be understood that the above examples were merely provided as a means of explaining how material type may affect signal attenuation.
Selecting an amplitude for the transmitted signal 800A that is large enough to prevent the amplitude of the transmitted signal 800A from decreasing below the signal strength threshold as the transmitted signal 800A passes through and exits the body 105 may help eliminate the need for additional amplification of the transmitted signal 800A at the receiving side of body 105 (e.g., the side of body 105 at which receiver 135 is located and ultrasonic signal exits the body 105). That is, transmitting the transmitted signal with a large enough amplitude enables the receiver 135 to receive, without increasing the amplitude of the transmitted signal 800a, the transmitted signal 800A at an amplitude that is greater than the signal strength threshold. Accordingly, the size, cost, and/or power requirements associated with operating the system 100 may be reduced when compared to systems that require significant amplification of the ultrasonic signal at the receiving side.
As described above, in some embodiments, the amplitude of the transmitted signal 800A may be chosen to have any value that is large enough to prevent the amplitude of the transmitted signal 800A from being decreased below the signal strength threshold when the transmitted signal 800A passes through the body 105. However, when the amplitude of the transmitted signal 800A is chosen to have a value that is too large, the size, cost, and/or power required to operate system 100 may become undesirably large. Accordingly, in some embodiments, the amplitude of the transmitted signal 800A is less than 20 Vpp, is less than 15 Vpp, is less than 10 Vpp, is less than 5 Vpp, is between 2 and 20 Vpp, is between 2 and 15 Vpp, is between 2-10 Vpp, or is between 2-5 Vpp
Similarly, a value other than 1 MHz may be selected as the frequency of the transmitted signal 800A. However, it is preferable to choose a frequency value that is not too large because ultrasonic signals of substantially large frequencies are adversely affected by changes in temperature. When compared to the high frequency ultrasonic sensors (e.g., ultrasonic sensors operating at 15-20 MHz), medium and low frequency ultrasonic sensors are a less expensive and more reliable option. Thus, at least in some embodiments, the transmitters 130 and receivers 135 of system 100 are chosen to be ultrasonic sensors capable of operating at frequencies less than 15 MHz, less than 10 MHz, less than 5 MHz, less than 2 MHz, less than 1 Mhz, between 1 Mhz and 15 Mhz, between 1 Mhz and 10 Mhz, between 1 Mhz and 5 Mhz, between 500 Hz and 10 Mhz, or between 500 Hz and 5 Mhz.
In some embodiments, the electronic controller 140 determines the amplitude and/or frequency of the transmitted signal 800A based on a user input. For example, an operator of the system 100 (e.g., a service technician) may provide the electronic controller 140 with an input, via user-interface 615, that indicates the amplitude and/or frequency of the transmitted signal 800A. In some embodiments, the electronic controller 140 is configured to receive values for the amplitude and/or frequency of the transmitted signal 800A from an external device via the communication circuit 620. For example, an operator of the external device may transmit a signal that indicates the amplitude and/or frequency of the transmitted signal 800A to the electronic controller 140 via communication circuit 620.
Although the above description of block 705 is provided with respect to embodiments in which system 100 includes a transmitter 130 and a receiver 135, it should be understood that the above description is also applicable for embodiments of system 100 in which there are a plurality of transmitter 130A-130N and a plurality of receivers 135A-135N. For example, the electronic controller 140 may be configured to control one, some, or every one of the transmitters included in the plurality of transmitters 130A-130N to transmit a respective ultrasonic signal in a direction towards the body 105.
In block 710, the electronic controller 140 receives, via the receiver 135, an attenuated signal that is the ultrasonic signal transmitted by transmitter 130 after passing through the body 105.
Although the above description of block 710 is provided with respect to embodiments in which system 100 includes a transmitter 130 and a receiver 135, it should be understood that the above description is also applicable for embodiments of system 100 in which there are a plurality of transmitters 130A-130N and a plurality of receivers 135A-135N. For example, the electronic controller 140 may be configured to receive, via one, some, or all of the plurality of receivers 135A-135N, a plurality of attenuated signals that are ultrasonic signals transmitted by plurality of transmitters 130A-130N after passing through the body 105.
In block 715, the electronic controller 140 determines a phase shift between the ultrasonic signal transmitted by transmitter 130 and the attenuated signal received by the receiver 135, which is the ultrasonic signal after passing through the body 105. For example, the electronic controller 140 may analyze the signals over time to detect the maximum (or peak) of each signal during a period (of the waves), and determine the elapsed time between the peaks of the transmitted ultrasonic signal and the received attenuated ultrasonic signal. In some embodiments, this elapsed time is the determined phase shift. In some embodiments, the phase shift is expressed in terms of an angle, which can be calculated using the equation: phase shift=360*elapsed time between the peaks/period of the transmitted ultrasonic signal. In some embodiments, zero crossings or minimums of each of the two signals may also be used instead of the peaks for these signals. Additionally, in some embodiments, other phase shift analysis techniques are used to determine the phase shift between the transmitted signal and received signal.
For example, with respect to
With respect to
When compared to the phase shift, PS NBF, that exists between transmitted signal 800A and received signal 800B when no biofilm is present on an inner surface 110 of body 105, the phase shift, PS BF, that exists between transmitted signal 900A and received signal 900B when biofilm is present on an inner surface 110 of body 105 is larger. This can be attributed to additional phase shift induced on transmitted signal 900A by the biofilm as transmitted signal 900A passes through the body 105. For example, with reference to
With respect to
Although the above description of block 715 is provided with respect to embodiments in which system 100 includes a transmitter 130 and a receiver 135, it should be understood that the above description is also applicable to embodiments of system 100 in which there are a plurality of transmitter 130A-130N and a plurality of receivers 135A-135N. That is, the electronic controller 140 may be configured to determine a respective phase shift between signals transmitted by each one of a plurality of transmitters 130A-130N and signals received by each one of a plurality of receivers 135A-135N.
In block 720, the electronic controller 140 determines an amplitude difference between the ultrasonic signal transmitted by transmitter 130 and the attenuated ultrasonic signal received by the receiver 135, which is the ultrasonic signal after passing through the body 105. For example, the electronic controller 140 may analyze the transmitted ultrasonic signal and the received attenuated ultrasonic signal over time to detect the maximum (or peak) of each signal during a period (of the waves), determine the amplitude of each peak, and then subtract one amplitude from the other amplitude to determine the amplitude difference.
For example, with respect to
With respect to
When compared to the amplitude difference that exists between transmitted signal 800A and received signal 800B when no biofilm is present on an inner surface 110 of body 105, the amplitude difference that exists between transmitted signal 900A and received signal 900B when biofilm is present on an inner surface 110 of body 105 is larger. This can be attributed to additional attenuation of transmitted signal 900A caused by the biofilm as the transmitted signal 900A passes through the body 105. For example, with reference to
With respect to
Although the above description of block 725 is provided with respect to embodiments in which system 100 includes a transmitter 130 and a receiver 135, it should be understood that the above description is also applicable for embodiments of system 100 in which there are a plurality of transmitter 130A-130N and a plurality of receivers 135A-135N. That is, the electronic controller 140 may be configured to determine a respective amplitude difference between signals transmitted by each one of a plurality of transmitters 130A-130N and signals received by each one of a plurality of receivers 135A-135N.
In block 725, the electronic controller 140 generates an indication of an amount of biofilm present on an inner surface 110 of the body 105 based on the phase shift and the amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal.
In some embodiments, the electronic controller 140 determines the amount of biofilm present by calculating the amount of biofilm using a function. In such embodiments, the function may be a function in which the phase shift and amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal are inputs and the amount of biofilm is an output. The function may, for example, define a relationship in which the amount of biofilm present increase and the phase shift and amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal increases. For example, when the electronic controller 140 uses the function to calculate an amount biofilm present on an inner surface 110 of body 105 when the phase shift and amplitude difference between transmitted signal 800A and received signal 800B are provided as inputs, the output of the function may indicate that there is no biofilm present on the inner surface 110 of body 105. As another example, when the electronic controller 140 uses the function to calculate an amount biofilm present on an inner surface 110 of body 105 when the phase shift and amplitude difference between transmitted signal 900A and received signal 900B are provided as inputs, the output of the function may indicate the amount of biofilm present by indicating one or both of (i) whether biofilm is present on the inner surface 110 of the body 105 (e.g., a binary indication that there is biofilm of a non-zero thickness, length, and/or concentration is present on the inner surface 110) and (ii) the particular thickness, length, and/or concentration of biofilm that is present on the inner surface 110.
In some embodiments, the material type and/or thickness from which body 105 is formed may additionally be provided as inputs to the function. Accordingly, in such embodiments, the electronic controller 140 is operable to further determine an amount of biofilm present based on the material type and/or thickness of body 105 in addition to the phase shift and amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal. As described above, the type and/or thickness of material from which body 105 is formed affects the amount of amplitude difference and/or phase shift that occurs between the transmitted ultrasonic signal and the received ultrasonic signal. Thus, the electronic controller 140 may be configured to accurately determine the amount of biofilm present on an inner surface 110 of the body 105, regardless of the material from which body 105 is formed.
In some embodiments, one or more of the functions noted herein are generated from analysis of test data generated by testing bodies having different shapes, thicknesses, and materials with known biofilm thicknesses (e.g., test inputs and output are plotted as data points and the function represents a best fit line or curve for the plotted data points).
In some embodiments, the electronic controller 140 determines the amount of biofilm present on an inner surface 110 of body 105 by accessing a lookup table that defines a relationship between the amount of biofilm present and at least one of the phase shift and amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal. In some embodiments, the electronic controller 140 determines the amount of biofilm present on an inner surface 110 of body 105 by accessing a lookup table that defines a relationship between the amount of biofilm present, the type and/or thickness of material from which the body 105 is formed, and at least one of the phase shift and amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal. For example, when the electronic controller 140 accesses a look-up table to determine an amount of biofilm present on an inner surface 110 of body 105, the look-up table may indicate that there is no biofilm present when the phase shift and/or amplitude difference between the transmitted ultrasonic signal are respectively less than or equal to the phase shift and/or amplitude difference between transmitted signal 800A and received signal 800B. As another example, when the electronic controller 140 accesses a look-up table to determine an amount biofilm present on an inner surface 110 of body 105, the look-up table may indicate that a non-zero amount (e.g., length, thickness, and/or concentration) of biofilm is present when the phase shift and/or amplitude difference between the transmitted ultrasonic signal are approximately equal to the phase shift and/or amplitude difference between transmitted signal 900A and received signal 900B. In some embodiments, the lookup table output provides a particular thickness, length, and/or concentration value indicative of the amount of biofilm present on the inner surface 110.
As noted, the functions and lookup tables may provide the indication of the amount of biofilm present on the inner surface 110 by providing a binary indication of whether biofilm is present, by providing a particular thickness, length, and/or concentration value for the biofilm present, or by providing both the binary indication and the particular value(s). In some embodiments, the indication of the amount of biofilm present on the inner surface 110 of body 105 further includes a classification of the type of biofilm present on the inner surface 110. In such embodiments, the electronic controller 140 determines the classification of biofilm based on at least one of the phase shift and amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal. For example, the electronic controller 140 may use a function or lookup table, generated based on test data in a similar manner as described above, that maps one or more of the phase shift, amplitude difference, and the type and thickness of the body 105 to the classification of the biofilm.
In some embodiments, the indication of the amount of biofilm present on the inner surface 110 of the body 105 may include a message to an operator of the system 100. In such embodiments, the message may include an amount of biofilm present, a suggested action based on the amount of biofilm present, and/or an approximate location of the biofilm that is present. For example, the indication of the amount of biofilm present may include a maintenance warning that indicates the body 105 should be cleaned, replaced, or otherwise serviced. As another example, the indication of the amount of biofilm present may include an estimated time and/or date by which the body 105 should be cleaned, replaced, or otherwise serviced. As another example, the indication of the amount of biofilm present may include an indication that the body 105 is safe to operate (e.g., that there is not a harmful amount of biofilm present).
In some embodiments, the electronic controller 140 may be configured to generate the indication of the amount of biofilm present on the inner surface 110 of the body 105 based on whether the phase shift between the transmitted ultrasonic signal and the received ultrasonic signal exceeds a first threshold and/or based on whether the amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal exceeds a second threshold. For example, the first threshold and/or second thresholds may be associated with an amount of biofilm present on the inner surface 110 of body 105 that is considered to be a dangerous, harmful, or otherwise undesirable amount of biofilm. Thus, the electronic controller 140 may be configured to generate the indication in response to determining that at least one the phase shift between the transmitted ultrasonic signal and the received ultrasonic signal exceeds a first threshold and/or the amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal exceeds a second threshold.
In some embodiments, a value for the first threshold is determined during a calibration process. For example, the calibration process may include determining a baseline phase shift, which is the phase shift between the transmitted ultrasonic signal and the received ultrasonic signal at an initial time, such as a time at which it is known that no or minimal biofilm is present on the inner surface 110 of body 105 (e.g., after a cleaning of the body 105 or at initial installation of the body 105). Accordingly, the value of the first threshold may be chosen to be a phase shift value that is greater (e.g., by a predetermined or user-specified amount) than the phase shift that exists between the transmitted ultrasonic signal and the received ultrasonic signal when there is no biofilm present. In some embodiments, a value for the first threshold is provided as a user input, via the user-interface 615, to the electronic controller 140. In some embodiments, a value for the first threshold is provided by an external device to the electronic controller 140 via the communication circuit 620.
Similarly, in some embodiments, a value for the second threshold is determined during a calibration process. For example, the calibration process may include determining a baseline amplitude difference, which is the amplitude difference between the transmitted ultrasonic signal and the received ultrasonic signal at the initial time, such as a time at which it is known that no or minimal biofilm is present on the inner surface 110 of body 105. Accordingly, the value of the second threshold may be chosen to be an amplitude difference value that is greater (e.g., by a predetermined or user-specified amount) than the amplitude difference that exists between the transmitted ultrasonic signal and the received ultrasonic signal when there is no biofilm present. In some embodiments, a value for the second threshold is provided as a user input, via the user-interface 615, to the electronic controller 140. In some embodiments, a value for the second threshold is provided by an external device to the electronic controller 140 via the communication circuit 620.
In some embodiments, the electronic controller 140 receives user input (e.g., via the user-interface 615 or an external device) that specifies characteristics of the application in which the system 100 is to be used (application characteristics). The application characteristics may indicate one or more of the material, thickness, or shape of the body 105, the type of biofilm to be detected, and a sensitivity level (e.g., low, medium, or high) desired for the biofilm detection. The electronic controller 140 may then access a lookup table (e.g., in the memory 150) with the application characteristics as input, and receive the first threshold, the second threshold, or both the first and second thresholds as outputs.
In some embodiments, the electronic controller 140 provides the indication of an amount of biofilm present on the inner surface 110 of the body 105 to an operator of system 100 via the user-interface 615. For example, the indication may be a visual indication displayed, by the electronic controller 140, on a display of the user-interface 615. As another example, the indication may be an audible indication transmitted by a speaker of the user-interface 615. In some embodiments, the electronic controller 140 is configured to provide the indication, via the communication circuit 620, to an external device. In such embodiments, the indication may be a visual indication displayed on a display of the external device and/or an audible indication transmitted by a speaker of the external device.
In some embodiments, such as illustrated in
In some embodiments, the transmitter 130 and wedge 136 are arranged such that the angle of the signal 165 relative to the normal of the surface 110 (the incident angle i,
When the ultrasonic signal 165 enters the waveguide (i.e., the body 105) at an angle greater than the critical angle, the signal will be reflected repeatedly back and forth between the first and second reflection surfaces 110a-b, and eventually will exit the waveguide (the body 105) and be received by the receiver 135. In such embodiments, attenuation of the ultrasonic signal 165A accrues each time the ultrasonic signal 165A is reflected. Thus, the ultrasonic signal 165A may need to be transmitted by the transmitter 130 at higher power level or amplitude to account for the attenuation, so that the reflected signal is not too far diminished to be analyzed at the point it is received by the receiver 135. Additionally or alternatively, to account for the accrued attenuation from multiple reflections, additional amplification of the reflected version of the ultrasonic signal 165A may be required before the reflected version of the ultrasonic signal 165A is used by the electronic controller 134 to determine an amount of biofilm present on an inner surface of the body 105. However, because of the multiple reflections, the accrued attenuation and phase shift provided by each pass through the biofilm may enable the electronic controller 134 to more easily detect the impact of the biofilm on the ultrasonic signal 165a and, thus, characterize the biofilm.
Accordingly, embodiments described herein provide methods and systems for detecting and generating an indication of a biofilm on a body, such as a pipe, tank, or other container. Various features and advantages of some embodiments are set forth in the following claims.
This application claims the benefit of U.S. Provisional Patent Application No. 62/971,107, filed Feb. 6, 2020, the entire content of which is hereby incorporated by reference.
| Number | Date | Country | |
|---|---|---|---|
| 62971107 | Feb 2020 | US |