Automatic electronic circuit parameter detection and analysis system

Abstract

The invention discloses an automatic electronic circuit parameter detection and analysis system, and relates to the technical field of circuit detection, and the system comprises a parameter detection end, a parameter judgment end and an abnormity early warning end, and the parameter detection end is used for detecting electronic circuit parameters at the current moment in real time and carrying out the serial number arrangement of the electronic circuit parameters in real time; the parameter judgment end is used for detecting environment abnormity and vibration abnormity in the electronic circuit parameter detection process in real time, and the abnormity early warning end is used for positioning and detecting an electronic circuit fault reason in real time according to a prediction result of environment change by receiving an electronic circuit parameter detection analysis prediction result in real time. According to the automatic electronic circuit parameter detection and analysis system, inaccuracy of a parameter detection result caused by errors of parameters is avoided, limitation existing in electronic circuit parameter detection and analysis is reduced, multi-objective optimization of electronic circuit parameter detection is achieved, and accuracy of an electronic circuit parameter detection and analysis result is guaranteed.

Description

Technical Field

[0001] The present invention relates to the technical field of circuit detection, and particularly relates to an automated electronic circuit parameter detection and analysis system. Background Art

[0002] Automated electronic circuit parameter detection and analysis is a process of automatically measuring, recording, and analyzing various parameters of an electronic circuit using advanced technical means. Automated electronic circuit parameter detection and analysis refers to the process of precisely measuring key parameters such as the performance of components and circuit characteristics in an electronic circuit through automated equipment and technology, and analyzing and evaluating based on the measurement results, capable of measuring various parameters in the electronic circuit and ensuring that these parameters meet the design requirements and standard specifications.

[0003] Publication No. CN213457246U discloses an automated electronic circuit parameter detection, analysis, and recording system, including an electronic circuit detection mechanism, a programmable processor connected to the electronic circuit detection mechanism, a computer connected to the programmable processor, a lifting drive member controlling the lifting of the electronic circuit detection mechanism to detect an electronic circuit product, and the electronic circuit product is placed on a test bench; this system solves the detection requirements of most domestic electronic circuit production enterprises, has a low overall cost and is easy to operate, and realizes the automation of electronic circuit parameter detection, analysis, and recording.

[0004] After retrieving the above patents, it is found that there are some deficiencies in the use of the automated electronic circuit parameter detection and analysis system: 1. The automated detection system relies on precise sensors. Although the sensors can detect electronic circuit parameters in real time, they cannot judge parameter abnormalities in real time for the electronic circuit parameters, resulting in deviations in the electronic circuit parameter detection results that cannot be discovered in time. These small errors in the parameters may lead to inaccurate parameter detection results and cannot ensure the stable operation of the power system at the same time; 2. When performing automated electronic circuit parameter detection and analysis, when encountering extreme temperature, humidity, or vibration conditions, it is impossible to judge in real time whether there is a circuit fault in the electronic circuit according to the changing situation, and predict in advance whether the electronic circuit parameters are abnormal according to the judgment result, resulting in limitations in the automated electronic circuit parameter detection and analysis; 3. It is impossible to adjust the electronic circuit parameter detection scheme in time according to the prediction results of environmental changes, and locate and detect electronic circuit faults in time, and it is impossible to effectively improve the operation efficiency and reliability of the power system.

[0005] Therefore, an automated electronic circuit parameter detection and analysis system is proposed to solve the above problems. Summary of the Invention

[0006] The main purpose of the present invention is to provide an automated electronic circuit parameter detection and analysis system to solve the problems raised in the above background.

[0007] To achieve the above object, the technical solution adopted by the present invention is as follows: An automated electronic circuit parameter detection and analysis system, including a parameter detection end, a parameter judgment end, and an abnormal warning end, and an abnormal alarm module is jointly provided for the parameter detection end, the parameter judgment end, and the abnormal warning end;

[0008] The parameter detection end is used to detect the electronic circuit parameters at the current moment in real time, arrange the serial numbers of the electronic circuit parameters in real time, set the detection standard parameters of the electronic circuit parameters, calculate the difference between the electronic circuit parameters and the standard parameters in real time, and judge in real time whether the electronic circuit parameters in the detection process are abnormal;

[0009] The parameter judgment end is used to detect environmental abnormalities and vibration abnormalities in the process of detecting electronic circuit parameters in real time, set standard environmental parameters and vibration parameters, judge in real time whether there are circuit failures in the electronic circuit according to multiple parameters, and predict in advance whether the detection of electronic circuit parameters is abnormal according to the judgment result;

[0010] The abnormal warning end is used to receive the prediction results of the detection and analysis of electronic circuit parameters in real time, locate and detect the causes of electronic circuit failures in real time according to the prediction results of environmental changes, and adjust the detection scheme of electronic circuit parameters in time according to the causes of electronic circuit failures to achieve multi-objective optimization of the detection scheme of electronic circuit parameters;

[0011] The abnormal alarm module is used to report to the system in time to issue a warning reminder when it is judged that the electronic circuit parameters are abnormal.

[0012] The parameter detection end includes a parameter detection module, a detection scheme module, and a parameter tracking module;

[0013] The parameter detection module includes a parameter detection unit and a parameter sorting unit;

[0014] The parameter detection unit is used to detect the electronic circuit parameters at the current moment in real time through an electronic device, and the electronic circuit parameters include voltage, current, active power, reactive power, capacitance, load, and resistance;

[0015] The parameter sorting unit is used to arrange the serial numbers of the electronic circuit parameters at the current moment detected in real time, and each serial number corresponds to a parameter value.

[0016] The detection scheme module includes a standard parameter unit and a detection adjustment unit;

[0017] The standard parameter unit is used to set the detection standard parameters of the electronic circuit parameters, and the detection standard parameters include voltage, current, active power, reactive power, capacitance, load, and resistance;

[0018] The detection and adjustment unit is used to calculate the difference between the electronic circuit parameters at the current moment and the detection standard parameters in real time through difference calculation. If the difference is equal to 0, it means that the electronic circuit parameters corresponding to the serial number are normal. If the difference is not equal to 0, it means that the electronic circuit parameters corresponding to the serial number are abnormal. When the electronic circuit parameters are abnormal, the reporting system issues a voice alarm and adjusts the parameters corresponding to the serial number in real time according to the difference.

[0019] The parameter tracking module includes a parameter tracking unit and a parameter warning unit;

[0020] The parameter tracking unit is used to track in real time the result of the difference calculation between the electronic circuit parameters at the current moment and the detection standard parameters through a data tracker;

[0021] The parameter warning unit is used to set the standard load current value and calculate the load current of the electronic circuit in real time according to the result of the difference calculation between the electronic circuit parameters at the current moment and the detection standard parameters. The calculation formula is as follows:

[0022] I = P / (U × cosφ);

[0023] Where, I represents the load current of the electronic circuit at the current moment, P represents the power of the electronic circuit at the current moment, U represents the voltage of the electronic circuit at the current moment, cosφ is the power factor. Calculate the difference between the standard load current value and the load current of the electronic circuit at the current moment. If the difference is less than or equal to 0.02 and greater than or equal to -0.02, it means that the electronic circuit parameters are normal. If the difference is greater than 0.02 or less than -0.02, it means that the electronic circuit parameters are abnormal. When the electronic circuit parameters are abnormal, the reporting system issues a voice alarm and adjusts the parameters corresponding to the serial number in real time according to the difference.

[0024] The parameter judgment end includes a vibration detection module, an environment detection module and a fault judgment module;

[0025] The vibration detection module includes a temperature detection unit and a vibration sensing unit;

[0026] The temperature detection unit is used to detect the temperature value of the electronic circuit in real time through a temperature sensor;

[0027] The vibration sensing unit is used to calculate the vibration frequency of the electronic circuit at the current moment in real time through a calculation formula. The calculation formula of the vibration frequency is as follows:

[0028]

[0029] Where, f represents the vibration frequency of the electronic circuit at the current moment, L represents the value of the inductance of the electronic circuit at the current moment, C represents the value of the capacitance of the electronic circuit at the current moment, and π is the pi.

[0030] The environmental detection module includes a standard environment unit and a temperature deviation unit;

[0031] The standard environment unit is used to set the detection standard environment parameters of electronic circuit parameters. The detection standard environment parameters include standard temperature, standard humidity, standard vibration frequency, and standard electric field strength;

[0032] The temperature deviation unit is used to calculate the difference between the temperature value and the standard temperature. If the difference is less than or equal to 0.5 and greater than or equal to -0.5, it means that the temperature of the electronic circuit is normal. If the difference is greater than 0.5 or less than -0.5, it means that the temperature of the electronic circuit is abnormal.

[0033] The fault judgment module includes a multi-parameter judgment unit and a parameter prediction unit;

[0034] The multi-parameter judgment unit is used to calculate the electric field strength E during the detection process of the electronic circuit in real time and judge whether there is electromagnetic interference during the detection process of the electronic circuit according to the electric field strength in real time. The calculation formula of the electric field strength E is as follows:

[0035]

[0036] Among them, P is the radiation power and R is the distance. Calculate the difference between the electric field strength and the standard electric field strength. If the difference is less than or equal to 0.02 and greater than or equal to -0.02, it means that there is no electromagnetic interference in the electronic circuit. If the difference is greater than 0.02 or less than -0.02, it means that there is electromagnetic interference in the electronic circuit;

[0037] The parameter prediction unit is used to predict whether the detection scheme of the electronic circuit is abnormal according to the electromagnetic interference judgment results of three cycles. The prediction method is as follows:

[0038] Step 1: Count ten minutes as a cycle, set the standard value of the electric field strength, calculate the average value of the electric field strength of three cycles, and calculate the difference between the average value of the electric field strength of three cycles and the standard value of the electric field strength;

[0039] Step 2: If the difference is less than or equal to 0.01 and greater than or equal to -0.01, it means that there will be no electromagnetic interference in the next cycle of the electronic circuit, which means that the detection scheme of the electronic circuit is normal. If the difference is greater than 0.01 or less than -0.01, it means that there will be electromagnetic interference in the next cycle of the electronic circuit, which means that the detection scheme of the electronic circuit is abnormal.

[0040] The abnormal warning end includes a data receiving module, an abnormal warning module, a positioning detection module, and a parameter optimization module;

[0041] The data receiving module is used to receive the execution results of the electronic circuit parameter detection scheme in real time through a data receiver.

[0042] The abnormal warning module is used to receive the execution result of the electronic circuit parameter detection file, and issue a voice alarm in real time according to the abnormal reporting system, and feed back for manual processing;

[0043] The positioning detection module is used to locate the fault parameters in real time through the serial number corresponding to the abnormality.

[0044] The parameter optimization module includes a multi-objective optimization unit and an optimization adjustment unit;

[0045] The multi-objective optimization unit is used to calculate multi-objective optimization parameters according to the electronic circuit fault parameters at the current moment, and the calculation formula is as follows:

[0046] F = αG + βWQ + γTC;

[0047] Wherein, G, WQ and TC respectively represent the load current fault parameter, the vibration frequency fault parameter and the electric field strength fault parameter, and α, β, and γ are respectively the weight coefficients of the load current fault parameter, the vibration frequency fault parameter and the electric field strength fault parameter;

[0048] The optimization adjustment unit is used to adjust the electronic circuit detection scheme in real time according to the multi-objective optimization parameters.

[0049] The present invention has the following beneficial effects:

[0050] 1. In the present invention, by setting a parameter detection end, when performing automated electronic circuit parameter detection and analysis, by detecting the electronic circuit parameters at the current moment in real time, arranging the serial numbers of the electronic circuit parameters in real time after detection, setting the standard parameters for electronic circuit parameter detection, calculating the difference between the electronic circuit parameters and the standard parameters in real time to determine whether the electronic circuit parameters are abnormal, enabling the automated electronic circuit parameter detection and analysis system to timely judge whether the electronic circuit parameters detected by the sensor are abnormal, timely discover the deviation existing in the electronic circuit parameter detection result, issue a voice alarm to adjust the detection scheme in the electronic circuit detection process, avoid the inaccuracy of the parameter detection result caused by the error of the parameters, and further ensure the stable operation of the power system.

[0051] 2. In the present invention, by setting a parameter judgment end, when performing automated electronic circuit parameter detection and analysis, by detecting the environmental abnormality and vibration abnormality in the electronic circuit parameter detection process in real time, setting the standard environmental parameters, judging whether the electronic circuit has a line fault according to multiple parameters in real time, and predicting in advance whether the detection of the electronic circuit parameters is abnormal according to the judgment result, reducing the limitations existing in the electronic circuit parameter detection and analysis, and further increasing the accuracy of the electronic circuit detection and analysis.

[0052] 3. In the present invention, by setting an abnormal warning terminal, when performing automated detection and analysis of electronic circuit parameters, the prediction results of the electronic circuit parameter detection and analysis are received in real time, and the causes of electronic circuit failures are located and detected in real time according to the prediction results of environmental changes. The electronic circuit parameter detection scheme is adjusted in a timely manner according to the causes of electronic circuit failures, so that the automated electronic circuit parameter analysis system can effectively improve the operation efficiency and reliability of the power system, achieve multi-objective optimization of electronic circuit parameter detection, and ensure the accuracy of the electronic circuit parameter detection and analysis results. BRIEF DESCRIPTION OF THE DRAWINGS

[0053] Figure 1 FIG. is a schematic diagram of the overall system architecture of an automated electronic circuit parameter detection and analysis system of the present invention;

[0054] Figure 2 FIG. is a schematic diagram of the structure of the parameter detection terminal of an automated electronic circuit parameter detection and analysis system of the present invention;

[0055] Figure 3 FIG. is a schematic diagram of the structure of the parameter judgment terminal of an automated electronic circuit parameter detection and analysis system of the present invention;

[0056] Figure 4 FIG. is a schematic diagram of the structure of the abnormal warning terminal of an automated electronic circuit parameter detection and analysis system of the present invention. DETAILED DESCRIPTION OF THE INVENTION

[0057] In order to make the technical means, creative features, achieved purposes and functions of the present invention easy to understand, the present invention will be further described below in conjunction with specific embodiments.

[0058] Embodiment 1

[0059] Please refer to Figures 1 to 2 shown in FIG.: An automated electronic circuit parameter detection and analysis system includes a parameter detection terminal, a parameter judgment terminal, and an abnormal warning terminal. An abnormal alarm module is jointly provided for the parameter detection terminal, the parameter judgment terminal, and the abnormal warning terminal;

[0060] The parameter detection terminal is used to detect the electronic circuit parameters at the current moment in real time, arrange the electronic circuit parameters in sequence in real time, set the standard parameters for the electronic circuit parameter detection, calculate the difference between the electronic circuit parameters and the standard parameters in real time, and judge in real time whether the electronic circuit parameters in the detection process are abnormal;

[0061] The parameter judgment terminal is used to detect environmental abnormalities and vibration abnormalities in the process of detecting electronic circuit parameters in real time, set standard environmental parameters and vibration parameters, judge in real time whether there are circuit failures in the electronic circuit according to multiple parameters, and predict in advance whether the detection of electronic circuit parameters is abnormal according to the judgment results;

[0062] The anomaly warning terminal is used to receive the prediction results of the electronic circuit parameter detection and analysis in real time, locate and detect the causes of electronic circuit failures in real time according to the prediction results of environmental changes, and adjust the electronic circuit parameter detection scheme in a timely manner according to the causes of electronic circuit failures, so as to realize the multi-objective optimization of the electronic circuit parameter detection scheme;

[0063] The anomaly alarm module is used to report to the system in time to issue a warning reminder when it judges that the electronic circuit parameters are abnormal, so that the automated electronic circuit parameter detection and analysis system can timely judge whether the electronic circuit parameters detected by the sensor are abnormal, timely discover the deviation in the electronic circuit parameter detection results, issue a voice alarm to adjust the detection scheme during the electronic circuit detection process, avoid inaccurate parameter detection results caused by parameter errors, and further ensure the stable operation of the power system.

[0064] Embodiment 2

[0065] Please refer to Figure 3 as shown: Based on Embodiment 1, the parameter judgment terminal includes a vibration detection module, an environment detection module, and a fault judgment module;

[0066] The vibration detection module includes a temperature detection unit and a vibration sensing unit;

[0067] The temperature detection unit is used to detect the temperature value of the electronic circuit in real time through a temperature sensor;

[0068] The vibration sensing unit is used to calculate the vibration frequency of the electronic circuit at the current moment in real time through a calculation formula. The calculation formula of the vibration frequency is as follows:

[0069]

[0070] Among them, f represents the vibration frequency of the electronic circuit at the current moment, L represents the value of the inductance of the electronic circuit at the current moment, C represents the value of the capacitance of the electronic circuit at the current moment, and π is the pi.

[0071] The environment detection module includes a standard environment unit and a temperature deviation unit;

[0072] The standard environment unit is used to set the detection standard environment parameters of the electronic circuit parameters. The detection standard environment parameters include standard temperature, standard humidity, standard vibration frequency, and standard electric field strength;

[0073] The temperature deviation unit is used to calculate the difference between the temperature value and the standard temperature. If the difference is less than or equal to 0.5 and greater than or equal to -0.5, it means that the electronic circuit temperature is normal. If the difference is greater than 0.5 or less than -0.5, it means that the electronic circuit temperature is abnormal. By detecting the environmental anomalies and vibration anomalies during the electronic circuit parameter detection process in real time, setting the standard environment parameters, and judging in real time according to multiple parameters whether the electronic circuit has a line failure.

[0074] The fault judgment module includes a multi-parameter judgment unit and a parameter prediction unit;

[0075] The multi-parameter judgment unit is used to calculate the electric field strength E in the process of detecting the electronic circuit in real time, and judge whether there is electromagnetic interference in the process of detecting the electronic circuit according to the electric field strength in real time. The calculation formula of the electric field strength E is as follows:

[0076]

[0077] Among them, P is the radiation power and R is the distance. Calculate the difference between the electric field strength and the standard electric field strength. If the difference is less than or equal to 0.02 and greater than or equal to -0.02, it means that there is no electromagnetic interference in the electronic circuit. If the difference is greater than 0.02 or less than -0.02, it means that there is electromagnetic interference in the electronic circuit;

[0078] The parameter prediction unit is used to predict whether the detection scheme of the electronic circuit is abnormal according to the electromagnetic interference judgment results of three cycles. The prediction method is as follows:

[0079] Step 1: Take ten minutes as a cycle, set the standard value of the electric field strength, calculate the average value of the electric field strength of three cycles, and calculate the difference between the average value of the electric field strength of three cycles and the standard value of the electric field strength;

[0080] Step 2: If the difference is less than or equal to 0.01 and greater than or equal to -0.01, it means that there will be no electromagnetic interference in the next cycle of the electronic circuit, which means that the detection scheme of the electronic circuit is normal. If the difference is greater than 0.01 or less than -0.01, it means that there will be electromagnetic interference in the next cycle of the electronic circuit, which means that the detection scheme of the electronic circuit is abnormal. According to the judgment result, predict in advance whether the detection of the electronic circuit parameters is abnormal, reduce the limitations in the detection and analysis of the electronic circuit parameters, and further improve the accuracy of the detection and analysis of the electronic circuit.

[0081] Embodiment III

[0082] Please refer to Figure 4 As shown: Based on Embodiment I, the abnormal warning end includes a data receiving module, an abnormal warning module, a positioning detection module and a parameter optimization module;

[0083] The data receiving module is used to receive the execution result of the electronic circuit parameter detection scheme in real time through a data receiver.

[0084] The abnormal warning module is used to issue a voice alarm in real time according to the abnormal reporting system by receiving the execution result of the electronic circuit parameter detection file, and feedback for manual processing;

[0085] The positioning detection module is used to locate the fault parameters in real time through the serial number corresponding to the abnormality.

[0086] The parameter optimization module includes a multi-objective optimization unit and an optimization adjustment unit;

[0087] The multi-objective optimization unit is used to calculate the multi-objective optimization parameters according to the electronic circuit fault parameters at the current moment, and the calculation formula is as follows:

[0088] F = αG + βWQ + γTC;

[0089] Among them, G, WQ, and TC respectively represent the load current fault parameter, vibration frequency fault parameter, and electric field strength fault parameter, and α, β, and γ are respectively the weight coefficients of the load current fault parameter, vibration frequency fault parameter, and electric field strength fault parameter. The fault parameter here represents the electronic circuit parameter with a fault abnormality at the corresponding serial number;

[0090] The optimization adjustment unit is used to adjust the electronic circuit detection scheme in real time according to the multi-objective optimization parameters, and adjust the electronic circuit parameter detection scheme in time according to the electronic circuit fault cause, so that the automatic electronic circuit parameter analysis system can effectively improve the operation efficiency and reliability of the power system, realize the multi-objective optimization of the electronic circuit parameter detection, and ensure the accuracy of the electronic circuit parameter detection and analysis results.

[0091] In the present invention, there is an automated electronic circuit parameter detection and analysis system. When the system operates, it first detects the electronic circuit parameters at the current moment in real time, arranges the serial numbers of the electronic circuit parameters in real time, sets the standard parameters for detecting the electronic circuit parameters, calculates the difference between the electronic circuit parameters and the standard parameters in real time, and determines in real time whether the electronic circuit parameters during the detection process are abnormal. By detecting the electronic circuit parameters at the current moment in real time, arranging the serial numbers of the electronic circuit parameters in real time after detection, setting the standard parameters for detecting the electronic circuit parameters, and calculating the difference between the electronic circuit parameters and the standard parameters to determine whether the electronic circuit parameters are abnormal, the automated electronic circuit parameter detection and analysis system can timely determine whether the electronic circuit parameters detected by the sensor are abnormal, timely discover the deviation in the detection results of the electronic circuit parameters, issue a voice alarm to adjust the detection scheme during the electronic circuit detection process, avoid the inaccuracy of the parameter detection results caused by the errors in the parameters, and further ensure the stable operation of the power system; then it enters the parameter judgment end, detects the environmental abnormality and vibration abnormality during the electronic circuit parameter detection process in real time, sets the standard environmental parameters and vibration parameters, determines whether the electronic circuit has a line fault according to multiple parameters in real time, and predicts in advance whether the detection of the electronic circuit parameters is abnormal according to the judgment result. By detecting the environmental abnormality and vibration abnormality during the electronic circuit parameter detection process in real time, setting the standard environmental parameters, determining whether the electronic circuit has a line fault according to multiple parameters in real time, and predicting in advance whether the detection of the electronic circuit parameters is abnormal according to the judgment result, the limitations existing in the detection and analysis of the electronic circuit parameters are reduced, and the accuracy of the electronic circuit detection and analysis is further increased; finally, it enters the abnormal warning end, receives the prediction results of the electronic circuit parameter detection and analysis in real time, locates and detects the cause of the electronic circuit fault in real time according to the prediction results of the environmental change, and adjusts the electronic circuit parameter detection scheme in time according to the cause of the electronic circuit fault, realizing the multi-objective optimization of the electronic circuit parameter detection scheme. By receiving the prediction results of the electronic circuit parameter detection and analysis in real time, locating and detecting the cause of the electronic circuit fault in real time according to the prediction results of the environmental change, and adjusting the electronic circuit parameter detection scheme in time according to the cause of the electronic circuit fault, the automated electronic circuit analysis system can effectively improve the operation efficiency and reliability of the power system, realize the multi-objective optimization of the electronic circuit parameter detection, and ensure the accuracy of the electronic circuit parameter detection and analysis results.

[0092] The above has shown and described the basic principles, main features and advantages of the present invention. Those skilled in the art of this industry should understand that the present invention is not limited by the above embodiments. What is described in the above embodiments and the specification only illustrates the principles of the present invention. Without departing from the spirit and scope of the present invention, the present invention will have various changes and improvements, and these changes and improvements all fall within the scope of the present invention claimed. The scope of protection of the present invention is defined by the appended claims and their equivalents.

Claims

1. An automated electronic circuit parameter detection and analysis system, characterized in that The described automated electronic circuit parameter detection and analysis system includes a parameter detection end, a parameter judgment end, and an abnormal warning end, and an abnormal alarm module is jointly provided at the parameter detection end, the parameter judgment end, and the abnormal warning end; The parameter detection end is used for detecting the electronic circuit parameters at the current moment in real time, arranging the serial numbers of the electronic circuit parameters in real time, setting the standard parameters for detecting the electronic circuit parameters, calculating the difference between the electronic circuit parameters and the standard parameters in real time, and judging in real time whether the electronic circuit parameters in the detection process are abnormal; The parameter judgment end is used for detecting environmental abnormalities and vibration abnormalities in the process of detecting electronic circuit parameters in real time, setting standard environmental parameters and vibration parameters, judging in real time whether there are circuit failures in the electronic circuit according to multiple parameters, and predicting in advance whether the detection of electronic circuit parameters is abnormal according to the judgment results; The abnormal warning end is used for receiving the prediction results of the detection and analysis of electronic circuit parameters in real time, positioning and detecting the causes of electronic circuit failures in real time according to the prediction results of environmental changes, and adjusting the detection scheme of electronic circuit parameters in time according to the causes of electronic circuit failures to realize multi-objective optimization of the detection scheme of electronic circuit parameters; The abnormal alarm module is used for reporting to the system in time to issue a warning reminder when it is judged that the electronic circuit parameters are abnormal.

2. The system according to claim 1, wherein The parameter detection end includes a parameter detection module, a detection scheme module, and a parameter tracking module; The parameter detection module includes a parameter detection unit and a parameter sorting unit; The parameter detection unit is used for detecting the electronic circuit parameters at the current moment in real time through an electronic device, and the electronic circuit parameters include voltage, current, active power, reactive power, capacitance, load, and resistance; The parameter sorting unit is used for arranging the serial numbers of the electronic circuit parameters detected at the current moment in real time, and each serial number corresponds to a parameter value.

3. The system according to claim 2, wherein The detection scheme module includes a standard parameter unit and a detection adjustment unit; The standard parameter unit is used for setting the standard parameters for detecting the electronic circuit parameters, and the detection standard parameters include voltage, current, active power, reactive power, capacitance, load, and resistance; The detection adjustment unit is used for calculating the difference between the electronic circuit parameters at the current moment and the detection standard parameters in real time through difference calculation. If the difference is equal to 0, it means that the electronic circuit parameters corresponding to the serial number are normal. If the difference is not equal to 0, it means that the electronic circuit parameters corresponding to the serial number are abnormal. When the electronic circuit parameters are abnormal, the system is reported to issue a voice alarm, and the parameters corresponding to the serial number are adjusted in real time according to the difference.

4. The system according to claim 3, wherein The parameter tracking module includes a parameter tracking unit and a parameter warning unit; The parameter tracking unit is used for tracking the result of calculating the difference between the electronic circuit parameters at the current moment and the detection standard parameters in real time through a data tracker; The parameter warning unit is used for setting the standard load current value, and calculating the load current of the electronic circuit in real time according to the result of calculating the difference between the electronic circuit parameters at the current moment and the detection standard parameters. The calculation formula is as follows: I = P / (U × cosφ); Wherein, I represents the load current of the electronic circuit at the current moment, P represents the power of the electronic circuit at the current moment, U represents the voltage of the electronic circuit at the current moment, and cosφ is the power factor. Calculate the difference between the standard load current value and the load current of the electronic circuit at the current moment. If the difference is less than or equal to 0.02 and greater than or equal to -0.02, it means that the electronic circuit parameters are normal. If the difference is greater than 0.02 or less than -0.02, it means that the electronic circuit parameters are abnormal. When the electronic circuit parameters are abnormal, the reporting system issues a voice alarm and adjusts the corresponding serial number parameters in real time according to the difference.

5. The system according to claim 1, wherein The parameter judgment end includes a vibration detection module, an environment detection module and a fault judgment module; The vibration detection module includes a temperature detection unit and a vibration sensing unit; The temperature detection unit is used to detect the temperature value of the electronic circuit in real time through a temperature sensor; The vibration sensing unit is used to calculate the vibration frequency of the electronic circuit at the current moment in real time through a calculation formula. The calculation formula of the vibration frequency is as follows: Wherein, f represents the vibration frequency of the electronic circuit at the current moment, L represents the value of the inductance of the electronic circuit at the current moment, C represents the value of the capacitance of the electronic circuit at the current moment, and π is the pi.

6. The system according to claim 5, characterized in that The environment detection module includes a standard environment unit and a temperature deviation unit; The standard environment unit is used to set the detection standard environment parameters of the electronic circuit parameters. The detection standard environment parameters include standard temperature, standard humidity, standard vibration frequency and standard electric field strength; The temperature deviation unit is used to calculate the difference between the temperature value and the standard temperature. If the difference is less than or equal to 0.5 and greater than or equal to -0.5, it means that the temperature of the electronic circuit is normal. If the difference is greater than 0.5 or less than -0.5, it means that the temperature of the electronic circuit is abnormal.

7. The system according to claim 6, wherein The fault judgment module includes a multi-parameter judgment unit and a parameter prediction unit; The multi-parameter judgment unit is used to calculate the electric field strength E in the process of detecting the electronic circuit in real time and judge whether there is electromagnetic interference in the process of detecting the electronic circuit according to the electric field strength in real time. The calculation formula of the electric field strength E is as follows: Wherein, P is the radiation power and R is the distance. Calculate the difference between the electric field strength and the standard electric field strength. If the difference is less than or equal to 0.02 and greater than or equal to -0.02, it means that there is no electromagnetic interference in the electronic circuit. If the difference is greater than 0.02 or less than -0.02, it means that there is electromagnetic interference in the electronic circuit; The parameter prediction unit is used to predict whether the detection scheme of the electronic circuit is abnormal according to the electromagnetic interference judgment results of three cycles. The prediction method is as follows: Step 1: Count ten minutes as a cycle, set the standard value of the electric field strength, and calculate the average value of the electric field strengths of three cycles. Calculate the difference between the average value of the electric field strengths of three cycles and the standard value of the electric field strength; Step 2: If the difference is less than or equal to 0.01 and greater than or equal to -0.01, it means that there will be no electromagnetic interference in the next cycle of the electronic circuit, which means that the detection scheme of the electronic circuit is normal. If the difference is greater than 0.01 or less than -0.01, it means that there will be electromagnetic interference in the next cycle of the electronic circuit, which means that the detection scheme of the electronic circuit is abnormal.

8. The system according to claim 1, wherein The abnormal warning terminal includes a data receiving module, an abnormal warning module, a positioning detection module, and a parameter optimization module; The data receiving module is used to receive the execution results of the electronic circuit parameter detection scheme in real time through a data receiver.

9. The system according to claim 8, wherein The abnormal warning module is used to issue a voice alarm in real time according to the abnormal reporting system by receiving the execution results of the electronic circuit parameter detection file, and feedback for manual processing; The positioning detection module is used to locate the fault parameters in real time through the serial number corresponding to the abnormality.

10. The system according to claim 9, wherein The parameter optimization module includes a multi-objective optimization unit and an optimization adjustment unit; The multi-objective optimization unit is used to calculate multi-objective optimization parameters according to the electronic circuit fault parameters at the current moment, and the calculation formula is as follows: F = αG + βWQ + γTC; Among them, G, WQ, and TC respectively represent the load current fault parameter, the vibration frequency fault parameter, and the electric field strength fault parameter, and α, β, and γ are respectively the weight coefficients of the load current fault parameter, the vibration frequency fault parameter, and the electric field strength fault parameter; The optimization adjustment unit is used to adjust the electronic circuit detection scheme in real time according to the multi-objective optimization parameters.

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