Belt degradation quantity quantification method and device, electronic equipment and computer readable storage medium

By determining the washing program and load weight in the washing machine, controlling the speed of the inner barrel and obtaining relevant data, calculating the belt degradation amount and alarming and compensation processing, the problem of unpredictable belt degradation in the prior art is solved, and the effect of early warning and extending the belt life is achieved.

CN119647074APending Publication Date: 2025-03-18TCL HOME APPLIANCES (HEFEI) CO LTD
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Patent Information

Application Number
CN202411650998.X
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-11-18
Publication Date
2025-03-18

AI Technical Summary

Technical Problem

The prior art lacks methods for predicting the degradation of belts in washing machines, resulting in the inability to early warning and deal with belt failure.

Method used

By determining the current washing program and load weight of the washing machine, the inner barrel speed is controlled to reach the target speed, the speed switching time and motor power are obtained, the belt degradation amount is calculated based on the historical running time, and the degradation amount is carried out to alarm and compensation processing are carried out according to the degradation amount.

Benefits of technology

The degradation of the belt of the washing machine is achieved, and the belt failure can be predicted in advance, alarms can be made in time and appropriate compensation can be made, and the belt life can be extended and the normal operation of the washing machine can be ensured.

✦ Generated by Eureka AI based on patent content.

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Patent Text Reader

Abstract

The embodiment of the invention discloses a belt degradation quantity quantification method and device, electronic equipment and a computer readable storage medium. The method comprises the steps that a current washing program of a washing machine and the weight of a current load are determined; according to the washing program, controlling the rotating speed of an inner barrel of the washing machine to reach each target rotating speed; acquiring rotating speed switching time corresponding to each target rotating speed, and acquiring each motor power of a motor when the rotating speed of the inner barrel of the washing machine reaches each target rotating speed; acquiring the historical running time of the washing machine; and determining the degradation amount of the belt of the washing machine according to the weight, the rotating speed switching time, the motor power and the historical operation duration. According to the scheme, the degradation amount of the washing machine belt can be quantified.
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Description

Technical Field

[0001] The embodiments of the present application relate to the technical field of washing machines, and specifically to a method, device, electronic device and computer-readable storage medium for quantifying belt degradation. Background Art

[0002] The motor of the washing machine drives the inner drum of the washing machine to rotate through a belt. As the washing machine is used for a longer time, the belt will fail and will not be able to effectively transmit power. The failure of washing machine belts is mainly divided into sudden failure and degradation failure. Sudden failure is unpredictable, and degradation failure refers to the slow degradation of the transmission function of the washing machine belt over time. When it exceeds the critical failure point, the transmission function is completely lost. Degradation failure has predictable characteristics. However, the relevant technology lacks a method for predicting the degradation of washing machine belts. Summary of the invention

[0003] The embodiments of the present application provide a method, device, electronic device and computer-readable storage medium for quantifying the amount of belt degradation, which can quantify the amount of belt degradation of a washing machine.

[0004] In a first aspect, an embodiment of the present application provides a method for quantifying the amount of belt degradation, comprising:

[0005] Determine the washing machine's current wash cycle and the weight of the current load;

[0006] According to the washing program, controlling the speed of the inner drum of the washing machine to reach various target speeds;

[0007] Obtaining the speed switching time corresponding to each of the target speeds, and obtaining each motor power of the motor when the speed of the inner tub of the washing machine reaches each of the target speeds;

[0008] Obtaining the historical operation time of the washing machine; and

[0009] The degradation amount of the belt of the washing machine is determined according to the weight, the speed switching time, the motor power and the historical operation time.

[0010] In one embodiment, after determining the degradation amount of the washing machine belt, the method further comprises:

[0011] Obtaining the degradation limit value;

[0012] When the degradation amount of the belt of the washing machine is greater than the degradation amount limit value, an alarm is issued;

[0013] When the degradation amount of the belt of the washing machine is not greater than the degradation amount limit value, acquiring a degradation amount threshold value; the degradation amount threshold value is less than the degradation amount limit value;

[0014] When the degradation amount of the belt of the washing machine is less than the degradation amount threshold, operating the washing machine normally;

[0015] When the degradation amount of the washing machine belt is not greater than the degradation amount limit value and not less than the degradation amount threshold value, a target processing method for the washing machine belt is determined, and the washing machine is processed according to the target processing method.

[0016] In one embodiment, determining a target treatment method for the washing machine belt includes:

[0017] Get the theoretical speed switching time;

[0018] Obtaining a compensation mode determination coefficient, and determining a determination threshold value according to the compensation mode determination coefficient and the theoretical speed switching time;

[0019] The speed switching time corresponding to each target speed is:

[0020] When the speed switching time corresponding to the target speed is less than the theoretical speed switching time, determining the processing method to be an alarm;

[0021] When the speed switching time corresponding to the target speed is equal to the theoretical speed switching time, determining that the processing method is to operate the washing machine normally;

[0022] When the speed switching time corresponding to the target speed is greater than the theoretical speed switching time and less than the determination threshold, determining that the processing method is to perform acceleration compensation on the washing machine belt; and / or

[0023] When the speed switching time corresponding to the target speed is not less than the determination threshold, determining that the processing method is to perform speed compensation on the belt of the washing machine;

[0024] According to the statistics of the determined processing methods, the target processing method is determined from the multiple processing methods.

[0025] In one embodiment, determining the target processing method from the plurality of processing methods according to the statistics of the determined processing methods includes:

[0026] When the statistics of the alarm processing method are not zero, determining the target processing method as alarm;

[0027] When the target processing method is not alarm, and the statistics of the processing method of normally operating the washing machine is greater than the sum of the statistics of the processing method of performing acceleration compensation on the belt of the washing machine and the statistics of the processing method of performing speed compensation on the belt of the washing machine, it is determined that the target processing method is to normally operate the washing machine;

[0028] When the target processing method is not alarm or normal operation of the washing machine, and the statistics of the processing method of performing speed compensation on the belt of the washing machine is greater than the statistics of the processing method of performing acceleration compensation on the belt of the washing machine, determining that the target processing method is to perform speed compensation on the belt of the washing machine;

[0029] When the target processing method is not alarming, operating the washing machine normally, or performing speed compensation on the belt of the washing machine, the target processing method is determined to be performing acceleration compensation on the belt of the washing machine.

[0030] In one embodiment, the target processing method is to perform acceleration compensation on the belt of the washing machine, and the method further includes:

[0031] The corresponding processing method is to obtain each target speed switching time for performing acceleration compensation on the belt of the washing machine;

[0032] Obtaining the average time of each target speed switching time;

[0033] Determining the compensated acceleration according to the difference between the mean time and the theoretical speed switching time;

[0034] The motor is controlled to operate according to the compensated acceleration.

[0035] In one embodiment, the target processing method is to perform speed compensation on the belt of the washing machine, and the method further includes:

[0036] Obtaining the output speed of the motor, and obtaining the maximum speed reached by the inner drum of the washing machine when the motor maintains the output speed;

[0037] Determining a compensation speed according to a difference between the output speed and the maximum speed;

[0038] Determining a motor speed after compensation according to the compensation speed and the output speed;

[0039] The motor is controlled to run according to the compensated motor speed.

[0040] In one embodiment, after determining the degradation amount of the washing machine belt, the method further comprises:

[0041] Determining the current operation time of the washing machine according to the current washing program of the washing machine;

[0042] According to the current operation time of the washing machine, updating the historical operation time of the washing machine;

[0043] Records the historical running time after the update.

[0044] In a second aspect, an embodiment of the present application provides a device for quantifying the amount of belt degradation, comprising:

[0045] A determination module, used to determine the current washing program of the washing machine and the weight of the current load;

[0046] A control module, used to control the speed of the drum of the washing machine to reach various target speeds according to the washing program;

[0047] An acquisition module, used to acquire the speed switching time corresponding to each of the target speeds, and to acquire each motor power of the motor when the speed of the inner drum of the washing machine reaches each of the target speeds;

[0048] A duration acquisition module, used to acquire the historical operation duration of the washing machine;

[0049] The degradation amount determination module is used to determine the degradation amount of the washing machine belt according to the weight, each speed switching time, each motor power and the historical operating time.

[0050] In one embodiment, after determining the degradation amount of the washing machine belt, the apparatus further comprises:

[0051] A limit value acquisition module, used for acquiring a degradation amount limit value;

[0052] An alarm module, used for giving an alarm when the degradation amount of the belt of the washing machine is greater than the degradation amount limit value;

[0053] A threshold value acquisition module, used for acquiring a degradation threshold value when the degradation amount of the belt of the washing machine is not greater than the degradation limit value; the degradation threshold value is less than the degradation limit value;

[0054] A normal operation module, configured to operate the washing machine normally when the degradation amount of the belt of the washing machine is less than the degradation amount threshold;

[0055] The processing module is used to determine a target processing method for the belt of the washing machine when the degradation amount of the belt of the washing machine is not greater than the degradation amount limit value and not less than the degradation amount threshold value, and process the washing machine according to the target processing method.

[0056] In one embodiment, the processing module includes:

[0057] A theoretical acquisition unit, used to acquire a theoretical speed switching time;

[0058] A threshold determination unit, used to obtain a compensation mode determination coefficient, and determine a determination threshold according to the compensation mode determination coefficient and the theoretical speed switching time;

[0059] A processing unit is used for the speed switching time corresponding to each target speed:

[0060] When the speed switching time corresponding to the target speed is less than the theoretical speed switching time, determining the processing method to be an alarm;

[0061] When the speed switching time corresponding to the target speed is equal to the theoretical speed switching time, determining that the processing method is to operate the washing machine normally;

[0062] When the speed switching time corresponding to the target speed is greater than the theoretical speed switching time and less than the determination threshold, determining that the processing method is to perform acceleration compensation on the washing machine belt; and / or

[0063] When the speed switching time corresponding to the target speed is not less than the determination threshold, determining that the processing method is to perform speed compensation on the belt of the washing machine;

[0064] The target determination unit is used to determine the target processing method from the multiple processing methods according to the statistics of the determined processing methods.

[0065] In one embodiment, the target determination unit includes:

[0066] A first determination subunit, configured to determine that the target processing method is an alarm when the statistics of the processing methods of the alarm are not zero;

[0067] a second determining subunit, configured to determine that the target processing method is to operate the washing machine normally when the target processing method is not an alarm and the statistics of the processing method of operating the washing machine normally is greater than the sum of the statistics of the processing method of performing acceleration compensation on the belt of the washing machine and the statistics of the processing method of performing speed compensation on the belt of the washing machine;

[0068] a third determination subunit, configured to determine that the target processing method is to perform speed compensation on the washing machine belt when the target processing method is not to alarm or to operate the washing machine normally, and the statistics of the processing method of performing speed compensation on the washing machine belt is greater than the statistics of the processing method of performing acceleration compensation on the washing machine belt;

[0069] The fourth determination subunit is used to determine that the target processing method is to perform acceleration compensation on the belt of the washing machine when the target processing method is not to alarm, normally operate the washing machine, or perform speed compensation on the belt of the washing machine.

[0070] In one embodiment, the target processing method is to perform acceleration compensation on the belt of the washing machine, and the device further includes:

[0071] A target time acquisition module, used for acquiring each target speed switching time corresponding to the processing method of performing acceleration compensation on the belt of the washing machine;

[0072] A mean value acquisition module, used to acquire the mean time of each target speed switching time;

[0073] An acceleration determination module, used to determine the compensated acceleration according to the difference between the mean time and the theoretical speed switching time;

[0074] The first operation module is used to control the motor to operate according to the compensated acceleration.

[0075] In one embodiment, the target processing method is to compensate the speed of the washing machine belt, and the device further includes:

[0076] A maximum speed acquisition module, used to acquire the output speed of the motor, and to acquire the maximum speed reached by the inner drum of the washing machine when the motor maintains the output speed;

[0077] A compensation speed determination module, used to determine the compensation speed according to the difference between the output speed and the maximum speed;

[0078] A motor speed determination module, used to determine the motor speed after compensation according to the compensation speed and the output speed;

[0079] The second operation module is used to control the motor to operate according to the compensated motor speed.

[0080] In one embodiment, after determining the degradation amount of the washing machine belt, the apparatus further comprises:

[0081] A duration determination module, used to determine the current operation duration of the washing machine according to the current washing program of the washing machine;

[0082] An updating module, used for updating the historical operation time of the washing machine according to the current operation time of the washing machine;

[0083] The recording module is used to record the historical running time after the update.

[0084] In a third aspect, an embodiment of the present application further provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the computer program implements the steps in the above-mentioned method for quantifying belt degradation when executed by the processor.

[0085] In a fourth aspect, an embodiment of the present application further provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the steps in the above-mentioned method for quantifying the amount of belt degradation are implemented.

[0086] In a fifth aspect, the embodiments of the present application further provide a computer program product or a computer program, which includes a computer instruction stored in a computer-readable storage medium. The processor of the computer device reads the computer instruction from the computer-readable storage medium, and the processor executes the computer instruction, so that the computer device executes the method provided in various optional implementations described in the embodiments of the present application.

[0087] In summary, in the embodiments of the present application, according to the current washing program of the washing machine, the speed of the drum in the washing machine can be controlled to reach each target speed, so as to obtain each speed switching time, and the motor powers of the motor when the speed of the drum in the washing machine reaches each target speed can also be obtained; the weight of the current load and the historical operating time of the washing machine are also obtained, and then based on the weight, each speed switching time, each motor power and the historical operating time, the degradation amount of the washing machine belt can be determined, thereby realizing the quantification of the degradation amount of the washing machine belt, so as to predict the degradation failure of the washing machine, and take corresponding measures according to the degradation amount of the washing machine belt to ensure the normal operation of the washing machine. BRIEF DESCRIPTION OF THE DRAWINGS

[0088] In order to more clearly illustrate the technical solutions in the present application, the drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative work.

[0089] Figure 1 It is a schematic diagram of the steps of a method for quantifying the amount of belt degradation provided by an embodiment of the present application;

[0090] Figure 2 It is a flow chart of a method for quantifying the amount of belt degradation provided in one embodiment of the present application;

[0091] Figure 3 It is a flow chart of a compensation scheme for belt degradation provided in one embodiment of the present application;

[0092] Figure 4 It is a schematic diagram of the steps of a method for quantifying the amount of belt degradation provided by an embodiment of the present application;

[0093] Figure 5 It is a schematic diagram of the steps of a method for quantifying the amount of belt degradation provided by an embodiment of the present application;

[0094] Figure 6 It is a structural schematic diagram of a device for quantifying the amount of belt degradation provided in one embodiment of the present application;

[0095] Figure 7 It is a schematic diagram of the structure of an electronic device provided in one embodiment of the present application. DETAILED DESCRIPTION

[0096] The following will be combined with the drawings in this application to clearly and completely describe the technical solutions in this application. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the embodiments in the present invention, all other embodiments obtained by those skilled in the art without creative work are within the scope of protection of the present invention.

[0097] In one embodiment, Figure 1 As shown, a method for quantifying the amount of belt degradation is provided. Although a logical order is shown in the step diagram, in some cases, the steps shown or described may be performed in an order different from that shown in the figure. Specifically, the method for quantifying the amount of belt degradation can be applied to a microcontroller unit (MCU) in a washing machine.

[0098] It should be noted that the order of description of the following embodiments is not intended to limit the priority order of the embodiments.

[0099] according to Figure 1 The method for quantifying the amount of belt degradation shown in the figure includes at least steps S110 to S150, which are described in detail as follows:

[0100] In step S110, the current washing program of the washing machine and the weight of the current load are determined.

[0101] The laundry program is a pre-configured running program, and the multiple target speeds of the drum of the washing machine corresponding to the laundry program are also pre-configured. The laundry program includes but is not limited to: washing, dehydration, rinsing, drying and / or drum self-cleaning, etc., and washing can include but is not limited to: normal washing, delicate washing, heavy-duty washing and / or quick washing, etc.

[0102] The current load weight refers to the weight of the load in the drum of the washing machine. The weight of the load of the washing machine will affect the amount of belt degradation. The load in the drum of the washing machine usually includes clothes and / or water. The sensor in the washing machine can obtain the weight of the load in the drum of the washing machine and transmit the obtained weight to the microprocessor unit.

[0103] In step S120, according to the washing program, the rotation speed of the inner drum of the washing machine is controlled to reach various target rotation speeds.

[0104] The multiple target speeds of the washing machine drum corresponding to the washing program are pre-configured. Therefore, according to the current washing program, the number of target speeds and each target speed can be determined. According to each target speed configured in the washing program, the washing machine drum is controlled to rotate so that the speed of the washing machine drum reaches each target speed in sequence.

[0105] In step S130, the speed switching time corresponding to each of the target speeds is obtained, and the motor powers of the motor when the speed of the inner drum of the washing machine reaches each of the target speeds are obtained.

[0106] The speed switching time of the washing machine drum is affected by the washing machine belt. The speed of the washing machine drum can be obtained by a Hall effect sensor or a photoelectric sensor. According to the speed of the washing machine drum corresponding to each time, the speed switching time corresponding to each target speed can be obtained.

[0107] The motor power corresponding to each time is collected, and the motor power of each motor when the speed of the drum in the washing machine reaches each target speed is obtained. In one embodiment, the motor power can be obtained by a power meter, the power meter is connected to the power supply end of the motor, and then the motor is connected to the power meter, and the power meter will directly obtain the motor power. In another embodiment, the motor power can be determined by detecting the current flowing through the motor and the voltage at both ends of the motor, and the product of the current and the voltage.

[0108] In step S140, the historical operation time of the washing machine is obtained.

[0109] The running time of the washing machine will be recorded each time, and the historical running time of the washing machine can be obtained from the record.

[0110] In step S150, the degradation amount of the belt of the washing machine is determined according to the weight, the speed switching time, the motor power and the historical operation time.

[0111] In one embodiment, the degradation process of a washing machine belt can be modeled as:

[0112]

[0113] Where Y(t) represents the degradation amount of the washing machine belt; f represents the degradation path function; A is the code of the current washing program of the washing machine; W is the weight of the current load; n k Characterizes the target speed, Indicates the speed of the washing machine drum from n k-1 Convert to n k The time taken is defined as the speed switching time. Indicates that the speed of the washing machine drum reaches the target speed n k The motor power of the motor at , k = 1, 2, ..., k, k is a positive integer; t is the historical running time of the washing machine. A determines the speed n k The number and size of values, n k >n k-1 >…>n2>n1.

[0114] In another embodiment, taking into account the measurement error, the degradation process of a washing machine belt can be modeled as:

[0115]

[0116] Among them, ε is the measurement error, which obeys the normal distribution: ε~N(0,σ 2 ); the meanings of the remaining characters can be found in the previous text.

[0117] Based on the modeling of the above degradation process, the degradation path function f under a certain A can be expressed as:

[0118]

[0119] Where α is the load weight correction factor, is the speed correction coefficient matrix, is the power correction coefficient matrix, μ is the time correction coefficient, t represents the transpose of the matrix; the meanings of the remaining characters can be referred to in the previous text.

[0120] The load weight correction coefficient, speed correction coefficient matrix, power correction coefficient matrix and time correction coefficient corresponding to each washing program are pre-configured, and the load weight correction coefficient, speed correction coefficient matrix, power correction coefficient matrix and time correction coefficient corresponding to each washing program are calculated based on a large number of experiments or by building a model.

[0121] Figure 2 FIG. 1 is a flow chart of a method for quantifying belt degradation provided in an embodiment of the present application. Figure 2 As shown, after the washing machine is started, the current washing program is selected, and the speed n is determined according to the current washing program. kThe value size and number of , determine the running time of the washing program this time, and obtain the configured load weight correction coefficient, speed correction coefficient matrix, power correction coefficient matrix and time correction coefficient. Get the historical running time t of the washing machine and match the measurement error ε, then weigh the load and get the current load weight W. According to the determined n k The value size and number are used to control the speed of the washing machine drum to reach: n1, n 2, …,n k , record the speed n1,n 2, …,n k Time t n1 ,t n2 ,…,t nk , and calculate n1,n 2, …,n k Motor power P n1 ,P n2 ,…,P nk Then according to the formula Δt ni-1~ni =t ni -t ni-1 (i=1,2,…,k) to calculate the speed switching time. Finally, the current degradation amount Y(t) is calculated according to the modeling formula of the degradation process described above, and the historical running time of the washing machine is updated using the current running time of the washing machine, and the updated historical running time is recorded.

[0122] By adopting the technical solution of the embodiment of the present application, according to the current washing program of the washing machine, the speed of the drum in the washing machine can be controlled to reach various target speeds, thereby obtaining various speed switching times, and the various motor powers of the motor when the speed of the drum in the washing machine reaches each of the target speeds can also be obtained; the weight of the current load and the running time of the washing machine are also obtained, and then based on the weight, the various speed switching times, the various motor powers and the running time, the degradation amount of the washing machine belt can be determined, thereby realizing the quantification of the degradation amount of the washing machine belt, so as to predict the degradation failure of the washing machine, and take corresponding measures according to the degradation amount of the washing machine belt to ensure the normal operation of the washing machine.

[0123] Based on the above technical solution, Figure 2 As shown, after determining the degradation amount of the belt of the washing machine, the method may further include: determining the current operation time of the washing machine according to the current washing program of the washing machine; updating the historical operation time of the washing machine according to the current operation time of the washing machine; and recording the updated historical operation time.

[0124] The running time corresponding to each washing program is pre-configured. According to the current washing program of the washing machine, the running time of the washing machine can be determined. The sum of the running time of the washing machine and the historical running time of the washing machine is determined as the updated historical running time. The updated historical running time is used to overwrite the historical running time before the update, so that the degradation amount is calculated according to the updated historical running time when the washing machine is run next time.

[0125] Based on the above technical solution, as an embodiment, Figure 3 As shown, after determining the degradation amount of the washing machine belt, the method further includes: obtaining a degradation amount limit value Y M ; When the degradation amount of the washing machine belt is greater than the degradation amount limit value, an alarm is issued; when the degradation amount of the washing machine belt is not greater than the degradation amount limit value, a degradation amount threshold value Y is obtained C ; the degradation amount threshold is less than the degradation amount limit value; when the degradation amount of the washing machine belt is less than the degradation amount threshold, the washing machine is operated normally; when the degradation amount of the washing machine belt is not greater than the degradation amount limit value and not less than the degradation amount threshold, a target processing method for the washing machine belt is determined, and the washing machine is processed according to the target processing method.

[0126] The degradation amount of the washing machine belt reaches the degradation amount limit value, indicating that the washing machine belt has failed. The degradation amount of the washing machine belt reaches the degradation amount threshold value, indicating that the washing machine belt needs to be compensated for degradation. The degradation amount limit value and the degradation amount threshold value are pre-configured, and the degradation amount limit value and the degradation amount threshold value can be determined based on experience or big data. The degradation amount threshold value is less than the degradation amount limit value.

[0127] A degradation limit value is obtained. When the degradation amount of the washing machine belt is greater than the degradation limit value, the washing machine stops and an alarm is sounded to provide feedback to the user that the belt has failed and guide the user to report the belt for repair.

[0128] When the degradation amount of the washing machine belt is not greater than the degradation amount limit value, the degradation amount threshold is obtained. When the degradation amount of the washing machine belt is less than the degradation amount threshold, it is proved that the washing machine belt is not failed and no compensation is required. At this time, the washing machine can be operated normally according to the washing program.

[0129] When the degradation amount of the washing machine belt is not less than the degradation amount threshold and not greater than the degradation amount limit, it proves that the washing machine belt has degraded but has not failed. At this time, the washing machine belt can be processed according to the target processing method to make the washing machine belt continue to work. The target processing methods include alarm, normal operation of the washing machine, acceleration compensation and speed compensation. The following article will detail how to determine the target processing method corresponding to the washing machine belt.

[0130] By adopting the technical solution of the embodiment of the present application, by comparing the degradation amount of the washing machine belt with the degradation amount limit value and the degradation amount threshold value, it is possible to determine whether the washing machine belt has failed, and whether it needs to be processed if it has not failed, thereby discovering the degradation of the washing machine belt as early as possible and processing it, so as to extend the life of the washing machine belt.

[0131] On the basis of the above technical solution, as an embodiment, the target processing method for the washing machine belt is determined, including: obtaining the theoretical speed switching time; obtaining the compensation method determination coefficient, and determining the determination threshold according to the compensation method determination coefficient and the theoretical speed switching time; for each speed switching time corresponding to the target speed: when the speed switching time corresponding to the target speed is less than the theoretical speed switching time, determining the processing method as an alarm; when the speed switching time corresponding to the target speed is equal to the theoretical speed switching time, determining the processing method as normal operation of the washing machine; when the speed switching time corresponding to the target speed is greater than the theoretical speed switching time and less than the determination threshold, determining the processing method as acceleration compensation for the washing machine belt; and / or when the speed switching time corresponding to the target speed is not less than the determination threshold, determining the processing method as speed compensation for the washing machine belt; according to statistics of each of the determined processing methods, determining the target processing method from multiple processing methods.

[0132] The target speeds corresponding to the washing program form an arithmetic progression, and the theoretical speed switching time corresponding to each target speed is the same. The calculation formula for the theoretical speed switching time is as follows:

[0133]

[0134] Among them, t 理 is the theoretical speed switching time, a std This is the acceleration of the washing machine belt when it is working normally.

[0135] The compensation mode determination coefficient is used to determine whether to perform speed compensation or acceleration compensation on the washing machine. The compensation mode determination coefficient can be a constant determined by experience or big data and can be directly obtained. The compensation mode determination coefficient is greater than 1. The product of the compensation mode determination coefficient and the theoretical speed switching time is the determination threshold.

[0136] According to the relationship between the speed switching time corresponding to each target speed and the theoretical speed switching time, the processing method corresponding to the target speed can be determined. By statistics of the processing methods corresponding to each target speed, the target processing method for the washing machine can be determined.

[0137] The processing method corresponding to each target speed can be determined by the following formula:

[0138]

[0139] Among them, t 判 is the judgment threshold, t 判 =K t *t 理 , K t is the compensation method determination coefficient; t n is the speed switching time corresponding to the target speed n. n <t 理 When the alarm is determined as processing method A, t n =t 理 The normal operation of the washing machine is determined as treatment method B, and t 理 <t n <t 判 When acceleration compensation is performed, it is determined as processing method C, and tt n ≥t 判 When speed compensation is performed, it is determined as processing method D.

[0140] In one embodiment, determining the target processing method from the multiple processing methods based on the statistics of the determined processing methods may include: when the statistics of the alarm processing method are not zero, determining the target processing method to be an alarm; when the target processing method is not an alarm and the statistics of the processing method of normally operating the washing machine is greater than the sum of the statistics of the processing method of performing acceleration compensation on the washing machine belt and the statistics of the processing method of performing speed compensation on the washing machine belt, determining the target processing method to be performing speed compensation on the washing machine belt; when the target processing method is not an alarm or the washing machine is operated normally, and the statistics of the processing method of performing speed compensation on the washing machine belt is greater than the statistics of the processing method of performing acceleration compensation on the washing machine belt, determining the target processing method to be performing speed compensation on the washing machine belt; when the target processing method is not an alarm, the washing machine is operated normally, or the speed compensation is performed on the washing machine belt, determining the target processing method to be performing acceleration compensation on the washing machine belt.

[0141] Considering that when the speed switching time corresponding to the target speed is greater than the theoretical speed switching time, it proves that the speed of the washing machine is abnormal, so an alarm is needed. The speed is a user-sensitive parameter, so it is usually not adjusted, and the acceleration is a parameter that is difficult for users to perceive in the background. Therefore, the priority of the four processing methods can be determined as A>C>D>B.

[0142] Based on the above priorities, the target processing method of the washing machine can be determined as follows:

[0143]

[0144] By adopting the technical solution of the embodiment of the present application, a processing method can be determined according to the speed switching time corresponding to each target speed, and a target processing method can be determined from multiple processing methods by comparing the speed switching time corresponding to multiple target speeds with the theoretical speed switching time. In this way, the speed switching time corresponding to each target speed is taken into account, and the actual impact on the washing machine and the user's perception are taken into account, so the washing machine can be reasonably processed according to the determined target processing method.

[0145] Based on the above technical solution, as an embodiment, Figure 4 As shown, the target processing method is to perform acceleration compensation on the belt of the washing machine. The method may further include steps S210 to S240, which are described in detail as follows:

[0146] In step S210, the corresponding processing method is to obtain each target speed switching time for performing acceleration compensation on the washing machine belt.

[0147] When determining the target processing method, the processing method corresponding to the speed switching time corresponding to each target speed is determined, and the corresponding processing method is the speed switching time for acceleration compensation of the washing machine belt, which is determined as the target speed switching time, and the target speed switching time is obtained.

[0148] In step S220, the average time of each target speed switching time is obtained.

[0149] The average value of each of the target speed switching times is determined as the mean time.

[0150] In step S230, the compensated acceleration is determined according to the difference between the mean time and the theoretical speed switching time.

[0151] The acceleration is compensated according to the degree to which the speed of the drum in the washing machine deviates from the mean time to the theoretical speed switching time, thereby obtaining the compensated acceleration.

[0152] The compensated acceleration can be determined according to the following formula:

[0153] a mod =D a ·ln{E a [(t 均 -t 理 )+1]}·a std +F a ;

[0154] Among them, a mod is the acceleration after compensation, a stdis the acceleration of the washing machine belt during normal operation, t 均 is the mean time, t 理 is the theoretical switching time; D a 、E a and F a is the adjustment coefficient, so that the acceleration a after compensation mod and (t 均 -t 理 ) changes logarithmically to better fit the actual situation, D a 、E a and F a It may be determined empirically or experimentally.

[0155] In step S240, the motor is controlled to operate according to the compensated acceleration.

[0156] The compensated acceleration is used as the standard acceleration for controlling the motor operation. The scope of the compensated acceleration is until the end of the current washing program. The next time the washing program is run, it will still be run with the built-in acceleration of the program to determine the target processing method. If the target processing method is to compensate the acceleration of the washing machine, the compensated acceleration may change when the washing program is run next time.

[0157] By adopting the technical solution of the embodiment of the present application, a specific method for acceleration compensation of a washing machine is proposed. By performing acceleration compensation on the washing machine, the belt of the washing machine can work normally after compensation, thereby delaying the degradation of the belt of the washing machine.

[0158] Based on the above technical solution, as an embodiment, Figure 5 As shown, the target processing method is to perform speed compensation on the belt of the washing machine. The method may further include steps S310 to S340, which are described in detail as follows:

[0159] In step S310, the output speed of the motor is obtained, and the maximum speed reached by the inner drum of the washing machine when the motor maintains the output speed is obtained.

[0160] In step S320, a compensation speed is determined according to the difference between the output speed and the maximum speed.

[0161] In step S330, the compensated motor speed is determined according to the compensation speed and the output speed.

[0162] In step S340, the motor is controlled to operate according to the compensated motor speed.

[0163] When t ≥ t 判It proves that within the specified time range, the speed of the washing machine drum cannot reach the target speed, and the belt degradation is large, so the target speed needs to be compensated. For example, the washing machine drum is required to reach a speed of 1000r / min, but the belt degradation is large. Although the motor outputs a speed of 1000r / min, the speed reaching the washing machine drum through the belt is only 900r / min. Therefore, the motor needs to output a speed greater than 1000r / min at this time.

[0164] The compensation speed n can be determined by the following formula ad :

[0165] n ad =m·(n std -n);

[0166] Among them, n std is the motor speed before compensation, n is the maximum speed that the drum of the current washing machine can reach within the specified time range when the motor runs according to the command speed before compensation. m is the compensation magnification factor, m≥1, and the value of m is determined according to the specific washing machine model. When m=1, the amount of shortage is compensated.

[0167] The motor speed n after compensation can be determined by the following formula mod :

[0168]

[0169] Among them, n max is the motor's maximum speed. The meanings of the other characters can be found in the previous text.

[0170] According to the compensated motor speed, the motor is controlled to run, thereby realizing speed compensation for the washing machine.

[0171] By adopting the technical solution of the embodiment of the present application, a specific method for speed compensation of a washing machine is proposed. By performing speed compensation on the washing machine, the belt of the washing machine can work normally after compensation, thereby delaying the degradation of the belt of the washing machine.

[0172] In order to facilitate the implementation of the belt degradation quantification method of the present application, the present application also provides a belt degradation quantification device based on the above belt degradation quantification method. The meanings of the terms are the same as those in the above belt degradation quantification method, and the specific implementation details can refer to the description in the method embodiment.

[0173] See also Figure 6 , Figure 6 : is a schematic diagram of the structure of a quantification device for belt degradation provided in an embodiment of the present application, the quantification device for belt degradation comprises:

[0174] A determination module 601 is used to determine the current washing program of the washing machine and the weight of the current load;

[0175] The control module 602 is used to control the speed of the drum of the washing machine to reach various target speeds according to the washing program;

[0176] An acquisition module 603 is used to acquire the speed switching time corresponding to each of the target speeds, and to acquire each motor power of the motor when the speed of the inner drum of the washing machine reaches each of the target speeds;

[0177] A duration acquisition module 604 is used to acquire the historical operation duration of the washing machine;

[0178] The degradation amount determination module 605 is used to determine the degradation amount of the washing machine belt according to the weight, each speed switching time, each motor power and the historical operation time.

[0179] In one embodiment, after determining the degradation amount of the washing machine belt, the apparatus further comprises:

[0180] A limit value acquisition module, used for acquiring a degradation amount limit value;

[0181] An alarm module, used for giving an alarm when the degradation amount of the belt of the washing machine is greater than the degradation amount limit value;

[0182] A threshold value acquisition module, used for acquiring a degradation threshold value when the degradation amount of the belt of the washing machine is not greater than the degradation limit value; the degradation threshold value is less than the degradation limit value;

[0183] A normal operation module, configured to operate the washing machine normally when the degradation amount of the belt of the washing machine is less than the degradation amount threshold;

[0184] The processing module is used to determine a target processing method for the belt of the washing machine when the degradation amount of the belt of the washing machine is not greater than the degradation amount limit value and not less than the degradation amount threshold value, and process the washing machine according to the target processing method.

[0185] In one embodiment, the processing module includes:

[0186] A theoretical acquisition unit, used to acquire a theoretical speed switching time;

[0187] A threshold determination unit, used to obtain a compensation mode determination coefficient, and determine a determination threshold according to the compensation mode determination coefficient and the theoretical speed switching time;

[0188] A processing unit is used for the speed switching time corresponding to each target speed:

[0189] When the speed switching time corresponding to the target speed is less than the theoretical speed switching time, determining the processing method to be an alarm;

[0190] When the speed switching time corresponding to the target speed is equal to the theoretical speed switching time, determining that the processing method is to operate the washing machine normally;

[0191] When the speed switching time corresponding to the target speed is greater than the theoretical speed switching time and less than the determination threshold, determining that the processing method is to perform acceleration compensation on the washing machine belt; and / or

[0192] When the speed switching time corresponding to the target speed is not less than the determination threshold, determining that the processing method is to perform speed compensation on the belt of the washing machine;

[0193] The target determination unit is used to determine the target processing method from the multiple processing methods according to the statistics of the determined processing methods.

[0194] In one embodiment, the target determination unit includes:

[0195] A first determining subunit, configured to determine that the target processing method is an alarm when the statistics of the processing methods of the alarm are not zero;

[0196] a second determining subunit, configured to determine that the target processing method is to operate the washing machine normally when the target processing method is not an alarm and the statistics of the processing method of operating the washing machine normally is greater than the sum of the statistics of the processing method of performing acceleration compensation on the belt of the washing machine and the statistics of the processing method of performing speed compensation on the belt of the washing machine;

[0197] a third determination subunit, configured to determine that the target processing method is to perform speed compensation on the washing machine belt when the target processing method is not to alarm or to operate the washing machine normally, and the statistics of the processing method of performing speed compensation on the washing machine belt is greater than the statistics of the processing method of performing acceleration compensation on the washing machine belt;

[0198] The fourth determination subunit is used to determine that the target processing method is to perform acceleration compensation on the belt of the washing machine when the target processing method is not to alarm, normally operate the washing machine, or perform speed compensation on the belt of the washing machine.

[0199] In one embodiment, the target processing method is to perform acceleration compensation on the belt of the washing machine, and the device further includes:

[0200] A target time acquisition module, used for acquiring each target speed switching time corresponding to the processing method of performing acceleration compensation on the belt of the washing machine;

[0201] A mean value acquisition module, used to acquire the mean time of each target speed switching time;

[0202] An acceleration determination module, used to determine the compensated acceleration according to the difference between the mean time and the theoretical speed switching time;

[0203] The first operation module is used to control the motor to operate according to the compensated acceleration.

[0204] In one embodiment, the target processing method is to compensate the speed of the washing machine belt, and the device further includes:

[0205] A maximum speed acquisition module, used to acquire the output speed of the motor, and to acquire the maximum speed reached by the inner drum of the washing machine when the motor maintains the output speed;

[0206] A compensation speed determination module, used to determine the compensation speed according to the difference between the output speed and the maximum speed;

[0207] A motor speed determination module, used to determine the motor speed after compensation according to the compensation speed and the output speed;

[0208] The second operation module is used to control the motor to operate according to the compensated motor speed.

[0209] In one embodiment, after determining the degradation amount of the washing machine belt, the apparatus further comprises:

[0210] A duration determination module, used to determine the current operation duration of the washing machine according to the current washing program of the washing machine;

[0211] An updating module, used for updating the historical operation time of the washing machine according to the current operation time of the washing machine;

[0212] The recording module is used to record the historical running time after the update.

[0213] By adopting the technical solution of the embodiment of the present application, according to the current washing program of the washing machine, the speed of the drum in the washing machine can be controlled to reach various target speeds, thereby obtaining various speed switching times, and the various motor powers of the motor when the speed of the drum in the washing machine reaches each of the target speeds can also be obtained; the weight of the current load and the running time of the washing machine are also obtained, and then based on the weight, the various speed switching times, the various motor powers and the running time, the degradation amount of the washing machine belt can be determined, thereby realizing the quantification of the degradation amount of the washing machine belt, so as to predict the degradation failure of the washing machine, and take corresponding measures according to the degradation amount of the washing machine belt to ensure the normal operation of the washing machine.

[0214] The specific definition of the quantification device of the belt degradation amount can be found in the definition of the quantification method of the belt degradation amount in the above text, and will not be repeated here. Each module in the above-mentioned quantification device of the belt degradation amount can be implemented in whole or in part by software, hardware and a combination thereof. The above-mentioned modules can be embedded in or independent of the processor in the computer device in the form of hardware, or can be stored in the memory of the computer device in the form of software, so that the processor can call and execute the operations corresponding to the above modules.

[0215] In addition, the present application also provides an electronic device, such as Figure 7 As shown, it shows a schematic diagram of the structure of the electronic device involved in this application, specifically:

[0216] The electronic device may include one or more processors 701 of processing cores and one or more computer-readable storage media memories 702 and other components. Those skilled in the art will appreciate that Figure 7 The electronic device structure shown in the figure does not constitute a limitation on the electronic device, and may include more or fewer components than shown in the figure, or combine certain components, or arrange the components differently.

[0217] The processor 701 is the control center of the electronic device. It uses various interfaces and lines to connect various parts of the entire electronic device. By running or executing software programs and / or modules stored in the memory 702, and calling data stored in the memory 702, it performs various functions of the electronic device and processes data, thereby monitoring the electronic device as a whole. Optionally, the processor 701 may include one or more processing cores; preferably, the processor 701 may integrate an application processor and a modem processor, wherein the application processor mainly processes the operating system, user interface, and application programs, and the modem processor mainly processes wireless communications. It is understandable that the above-mentioned modem processor may not be integrated into the processor 701.

[0218] The memory 702 can be used to store software programs and modules. The processor 701 executes various functional applications and data processing by running the software programs and modules stored in the memory 702. The memory 702 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application required for at least one function (such as a sound playback function, an image playback function, etc.), etc.; the data storage area may store data created according to the use of the electronic device, etc. In addition, the memory 702 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one disk storage device, a flash memory device, or other volatile solid-state storage devices. Accordingly, the memory 702 may also include a memory controller to provide the processor 701 with access to the memory 702.

[0219] In one embodiment, the electronic device further includes a power supply 703 for supplying power to various components. Preferably, the power supply 703 can be logically connected to the processor 701 through a power management system, so as to manage charging, discharging, power consumption and other functions through the power management system. The power supply 703 can also include one or more DC or AC power supplies, recharging systems, power supply device debugging circuits, power converters or inverters, power status indicators and other arbitrary components.

[0220] In one embodiment, the electronic device may further include an input unit 704, which may be used to receive input digital or character information and generate keyboard, mouse, joystick, optical or trackball signal input related to user settings and function control.

[0221] Although not shown, the electronic device may also include a display unit, etc., which will not be described in detail herein. Specifically in this embodiment, the processor 701 in the electronic device will load the executable files corresponding to the processes of one or more application programs into the memory 702 according to the following instructions, and the processor 701 will run the application programs stored in the memory 702, thereby implementing the steps in any of the belt degradation quantification methods provided in the embodiments of the present application.

[0222] Those skilled in the art will understand that Figure 7 The structure shown in the figure is merely a block diagram of a partial structure related to the scheme of the present application, and does not constitute a limitation on the electronic device to which the scheme of the present application is applied. The specific electronic device may include more or fewer components than shown in the figure, or combine certain components, or have a different arrangement of components.

[0223] In one embodiment, an electronic device is provided, including a memory and a processor, wherein a computer program is stored in the memory, and when the processor executes the computer program, the method described in any embodiment of the present application is implemented.

[0224] In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored. When the computer program is executed by a processor, the method described in any embodiment of the present application is implemented.

[0225] In some embodiments, a computer program product is also proposed, including a computer program or instructions, which implement the method described in any embodiment of the present application when executed by a processor.

[0226] The specific implementation of the above operations can be found in the previous embodiments, which will not be described in detail here.

[0227] A person of ordinary skill in the art will appreciate that all or part of the steps in the various methods of the above embodiments may be completed by instructions, or by controlling related hardware through instructions. The instructions may be stored in a computer-readable storage medium and loaded and executed by a processor.

[0228] To this end, the present application provides a computer-readable storage medium having a computer program stored thereon, and the computer program can be loaded by a processor to execute the steps in any one of the belt degradation quantification methods provided in the present application.

[0229] The specific implementation of the above operations can be found in the previous embodiments, which will not be described in detail here.

[0230] The computer-readable storage medium may include: a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk, etc.

[0231] Since the instructions stored in the computer-readable storage medium can execute the steps in any method for quantifying the amount of belt degradation provided in the present application, the beneficial effects that can be achieved by any method for quantifying the amount of belt degradation provided in the present application can be achieved. Please see the previous embodiments for details and will not be repeated here.

[0232] Finally, it should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or terminal device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or terminal device. In the absence of further restrictions, the elements defined by the sentence "including one..." do not exclude the existence of other identical elements in the process, method, article or terminal device including the elements.

[0233] The above is a detailed introduction to a method, device, electronic device and computer-readable storage medium for quantifying the amount of belt degradation provided in the present application. Specific examples are used herein to illustrate the principles and implementation methods of the present invention. The description of the above embodiments is only used to help understand the method of the present invention and its core idea. At the same time, for those skilled in the art, according to the idea of ​​the present invention, there will be changes in the specific implementation methods and application scope. In summary, the content of this specification should not be understood as a limitation on the present invention.

Claims

1. A method for quantifying belt degradation, characterized in that: include: Determine the washing machine's current wash cycle and the weight of the current load; According to the washing program, controlling the speed of the inner drum of the washing machine to reach various target speeds; Obtaining the speed switching time corresponding to each of the target speeds, and obtaining each motor power of the motor when the speed of the inner tub of the washing machine reaches each of the target speeds; Obtaining the historical operation time of the washing machine; and The degradation amount of the belt of the washing machine is determined according to the weight, the speed switching time, the motor power and the historical operation time.

2. The method according to claim 1, characterized in that After determining the amount of degradation of the washing machine belt, the method further includes: Obtaining the degradation limit value; When the degradation amount of the belt of the washing machine is greater than the degradation amount limit value, an alarm is issued; When the degradation amount of the belt of the washing machine is not greater than the degradation amount limit value, acquiring a degradation amount threshold value; the degradation amount threshold value is less than the degradation amount limit value; When the degradation amount of the belt of the washing machine is less than the degradation amount threshold, operating the washing machine normally; When the degradation amount of the washing machine belt is not greater than the degradation amount limit value and not less than the degradation amount threshold value, a target processing method for the washing machine belt is determined, and the washing machine is processed according to the target processing method.

3. The method according to claim 2, characterized in that The step of determining a target processing method for the belt of the washing machine includes: Get the theoretical speed switching time; Obtaining a compensation mode determination coefficient, and determining a determination threshold value according to the compensation mode determination coefficient and the theoretical speed switching time; The speed switching time corresponding to each target speed is: When the speed switching time corresponding to the target speed is less than the theoretical speed switching time, determining the processing method to be an alarm; When the speed switching time corresponding to the target speed is equal to the theoretical speed switching time, determining that the processing method is to operate the washing machine normally; When the speed switching time corresponding to the target speed is greater than the theoretical speed switching time and less than the determination threshold, determining that the processing method is to perform acceleration compensation on the washing machine belt; and / or When the speed switching time corresponding to the target speed is not less than the determination threshold, determining that the processing method is to perform speed compensation on the belt of the washing machine; According to the statistics of the determined processing methods, the target processing method is determined from the multiple processing methods.

4. The method according to claim 3, characterized in that The step of determining the target processing method from the plurality of processing methods according to the statistics of the determined processing methods includes: When the statistics of the alarm processing method are not zero, determining the target processing method as alarm; When the target processing method is not alarm, and the statistics of the processing method of normally operating the washing machine is greater than the sum of the statistics of the processing method of performing acceleration compensation on the belt of the washing machine and the statistics of the processing method of performing speed compensation on the belt of the washing machine, it is determined that the target processing method is to normally operate the washing machine; When the target processing method is not alarm or normal operation of the washing machine, and the statistics of the processing method of performing speed compensation on the belt of the washing machine is greater than the statistics of the processing method of performing acceleration compensation on the belt of the washing machine, determining that the target processing method is to perform speed compensation on the belt of the washing machine; When the target processing method is not alarming, operating the washing machine normally, or performing speed compensation on the belt of the washing machine, the target processing method is determined to be performing acceleration compensation on the belt of the washing machine.

5. The method according to claim 3, characterized in that: The target processing method is to perform acceleration compensation on the belt of the washing machine, and the method further includes: The corresponding processing method is to obtain each target speed switching time for performing acceleration compensation on the belt of the washing machine; Obtaining the average time of each target speed switching time; Determining the compensated acceleration according to the difference between the mean time and the theoretical speed switching time; The motor is controlled to operate according to the compensated acceleration.

6. The method according to claim 3, characterized in that The target processing method is to perform speed compensation on the belt of the washing machine, and the method further includes: Obtaining the output speed of the motor, and obtaining the maximum speed reached by the inner drum of the washing machine when the motor maintains the output speed; Determining a compensation speed according to a difference between the output speed and the maximum speed; Determining a motor speed after compensation according to the compensation speed and the output speed; The motor is controlled to run according to the compensated motor speed.

7. The method according to any one of claims 1 to 6, characterized in that: After determining the amount of degradation of the washing machine belt, the method further includes: Determining the current operation time of the washing machine according to the current washing program of the washing machine; According to the current operation time of the washing machine, updating the historical operation time of the washing machine; Records the historical running time after the update.

8. A device for quantifying belt degradation, characterized in that: include: A determination module, used to determine the current washing program of the washing machine and the weight of the current load; A control module, used to control the speed of the drum of the washing machine to reach various target speeds according to the washing program; An acquisition module, used to acquire the speed switching time corresponding to each of the target speeds, and to acquire each motor power of the motor when the speed of the inner drum of the washing machine reaches each of the target speeds; A duration acquisition module, used to acquire the historical operation duration of the washing machine; The degradation amount determination module is used to determine the degradation amount of the washing machine belt according to the weight, each speed switching time, each motor power and the historical running time.

9. An electronic device, characterized in that: It comprises a memory, a processor and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps in the method for quantifying the amount of belt degradation as claimed in any one of claims 1 to 7 when executing the computer program.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a computer program, and when the computer program is executed by a processor, the steps in the method for quantifying the amount of belt degradation as claimed in any one of claims 1 to 7 are implemented.