Electronic circuit fault identification optimization system based on intelligent algorithm
The electronic circuit fault identification and optimization system using intelligent algorithms solves the problem of difficult detection of aging electronic components in analog circuits, enabling rapid fault diagnosis and optimization, and ensuring the safety and stability of the circuit.
Patent Information
- Application Number
- CN202411285301.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-13
- Publication Date
- 2025-01-07
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
In existing technologies, aging of electronic components in analog circuits is difficult to detect and identify in a timely manner, leading to problems in the overall circuit. Existing fault detection systems only target battery cells and cannot effectively identify various electronic component faults in analog circuits.
An electronic circuit fault identification and optimization system based on intelligent algorithms is adopted, including an intelligent simulation module, a parameter database, an intelligent analysis module, and a coordination module. The system performs operational analysis of the physical simulation circuit through circuit diagram unit, physical parameter simulation unit, and electronic circuit operation unit, and combines the calculation analysis unit and optimization unit to make fault judgments and optimization suggestions.
It enables rapid fault diagnosis and optimization of analog circuits, reduces the difficulty of fault diagnosis, improves maintenance efficiency, and ensures the safety and stability of the circuits.
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Figure CN119272182A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of electronic circuit fault identification, and in particular to an electronic circuit fault identification optimization system based on an intelligent algorithm. Background Art
[0002] Electronic circuits refer to circuits composed of electronic devices and related radio components. They include amplification, oscillation, rectification, detection, modulation, frequency conversion, waveform conversion, and various control circuits. They are widely used in various electronic devices. According to the different forms of processed signals, electronic circuits can usually be divided into two categories: analog circuits and digital circuits.
[0003] In analog circuits, each device, such as capacitors, resistors, inductors, and power switches, has the opportunity to experience performance and parameter degradation. Due to the different roles of various devices in analog circuits, various degradations have different effects on equipment operation. If the degradation status and degree of the circuit can be evaluated in a timely manner, the production unit can take timely measures, such as replacing components, starting spare equipment, increasing or reducing production plans, etc.
[0004] After searching, the Chinese patent application number 202411018131.2 discloses a method for fault detection of battery cells, including: step S1: collecting battery cell parameter data in the battery system of the tower base station and preprocessing, and using the generalized principal component analysis method to extract the battery cell state characteristic quantity according to the preprocessed battery cell parameter data; step S2: setting the DC internal resistance calculation cycle, the battery management system monitors the current time in real time. If the set DC internal resistance calculation cycle is reached, the battery cell detection process is automatically triggered, otherwise, continue to wait until the next cycle; step S3: after the detection process is started, the battery management system sends a charging instruction to the DC / DC module through the SCI interface, starts charging the battery, and monitors the battery charging status. If it is detected that the battery is full, the battery output voltage is adjusted to the current busbar voltage level, and a short-time discharge test is performed.
[0005] The battery cell fault detection method in the above patent has the following deficiencies: the system is only for battery cells and can detect the type of battery cell fault more conveniently; however, the analog circuit also includes capacitors, resistors, inductors, power switches and other devices. During actual use, various electronic devices in the analog circuit will age, and any failure of any electronic device will cause problems in the overall analog circuit. Therefore, it is necessary to perform fault detection and identification on the overall analog circuit to ensure the continued use of the overall circuit. Summary of the invention
[0006] The purpose of the present invention is to solve the shortcomings in the prior art and to propose an electronic circuit fault identification optimization system based on an intelligent algorithm.
[0007] In order to achieve the above object, the present invention adopts the following technical solutions:
[0008] An electronic circuit fault identification optimization system based on intelligent algorithm, comprising:
[0009] Intelligent simulation module; the intelligent simulation module includes a circuit diagram unit, a physical parameter simulation unit, an electronic circuit operation unit and a circuit operation support database; the circuit diagram unit is used to input and output circuit diagrams; the physical parameter simulation unit converts the circuit diagram input by the circuit diagram unit into a physical simulation circuit; the electronic circuit operation unit operates the physical simulation circuit according to the circuit diagram unit and the physical parameter simulation unit; the circuit operation support database includes circuit operation rule data and electronic component operation rule data;
[0010] Parameter database; the parameter database includes an electronic component database, a circuit component database and an integrated circuit module database; the electronic component database, the circuit component database and the integrated circuit module database each include a plurality of sub-databases, each sub-database stores data of one electronic component;
[0011] Intelligent analysis module; the intelligent analysis module includes an operation analysis unit and an optimization unit; the operation analysis unit performs a preliminary analysis on the electronic circuit diagram, performs a secondary analysis on the operation of the physical simulation circuit, and determines whether the electronic circuit has a fault and whether it needs to be optimized;
[0012] Coordination module: The coordination module controls the operation of the computer, provides computing power support for the intelligent simulation module, parameter database, and intelligent analysis module, and provides big data support for the intelligent analysis module.
[0013] Preferably: the circuit diagram unit and the physical parameter simulation unit are data-interconnected, and the physical parameter simulation unit selects circuit elements specified or required by the electronic circuit diagram according to the circuit diagram unit; and the physical parameter simulation unit directly selects circuit elements to construct a path, and outputs the electronic circuit diagram through the circuit diagram unit.
[0014] Furthermore: when the physical parameter simulation unit of the intelligent simulation module is running, it uses the parameter database as data support to select specific electronic components, circuit components and integrated circuit modules.
[0015] As a preferred embodiment of the present invention: the circuit operation rule data includes Ohm's law and Kirchhoff's law, as well as basic rules for constructing circuit diagrams; the electronic component operation rule data includes the operation modes and functions of various electronic components, circuit components and integrated circuit modules, as well as expression icons of various electronic components, circuit components and integrated circuit modules.
[0016] Based on the above scheme: the electronic component database is recorded as A, and its sub-databases are A1, A2, A3,..., An; the circuit component database is recorded as B, and its sub-databases are B1, B2, B3,..., Bn; the integrated circuit module database is recorded as C, and its sub-databases are C1, C2, C3,..., Cn.
[0017] Preferably: the operation and analysis unit performs a preliminary analysis on the electronic circuit diagram to determine whether the electronic circuit diagram is reasonable;
[0018] If the electronic circuit diagram is reasonable, the physical parameter simulation unit is started to construct a physical simulation circuit;
[0019] If the electronic circuit diagram is unreasonable, the optimization unit directly optimizes the electronic circuit diagram and outputs optimization suggestions through the overall planning module.
[0020] Further: the operation and analysis unit analyzes the operation status of the electronic circuit diagram and determines whether there is a fault;
[0021] If the electronic circuit has no faults, determine whether the electronic circuit diagram can be optimized;
[0022] If optimization is possible, the optimization unit will give optimization suggestions and output the optimization suggestions through the overall planning module;
[0023] If optimization is not possible, the final result is output through the coordination module;
[0024] If an electronic circuit fails, the location of the fault is analyzed, the cause of the fault is determined, a solution is given, and the fault-related results are output through the overall planning module.
[0025] On the basis of the above scheme: the intelligent analysis module is also provided with a component data setting unit, and the data setting unit retrieves the electronic component data packet, and the electronic component data packet is counted and constructed according to the actual operation big data of the component, and incorporated into the corresponding sub-database.
[0026] As a preferred embodiment of the present invention: the component data setting unit retrieves the electronic component data package through the parameter database, builds a physical simulation circuit in conjunction with the physical simulation circuit and circuit diagram unit, and inputs circuit fault characteristics.
[0027] Preferably, the operation and analysis unit combines the parameters of the electronic components, circuit components and integrated circuit modules, as well as the circuit fault characteristics, to analyze the location of the fault and determine the cause of the fault.
[0028] The beneficial effects of the present invention are:
[0029] 1. The electronic circuit fault identification and optimization system based on intelligent algorithms simulates the physical operation of the electronic circuit diagram through the intelligent simulation unit, and cooperates with the intelligent analysis module to analyze the rationality of the electronic circuit, quickly judges whether the electronic circuit diagram is reasonable, and judges whether there is a fault in the electronic circuit, ensures the safety and stability of the electronic circuit, and reduces the hidden dangers caused by unreasonable electronic circuit diagrams.
[0030] 2. The electronic circuit fault identification and optimization system based on intelligent algorithms can analyze the location of the fault and determine the cause of the fault by combining the parameters of electronic components, circuit components and integrated circuit modules, as well as the circuit fault characteristics through the calculation and analysis unit. It can quickly diagnose the electronic circuits that have been used, reduce the difficulty of electronic circuit fault diagnosis, and improve the efficiency of electronic circuit maintenance. BRIEF DESCRIPTION OF THE DRAWINGS
[0031] Figure 1 It is a modular schematic diagram of the overall architecture of the present invention;
[0032] Figure 2 It is a modular schematic diagram of the intelligent simulation module of the present invention;
[0033] Figure 3 This is a schematic diagram of the modular structure of the intelligent analysis module of the present invention;
[0034] Figure 4 Schematic diagram of the modular structure of the parameter database of the present invention. DETAILED DESCRIPTION
[0035] The technical solution of the present invention is further described in detail below in conjunction with specific implementation methods.
[0036] Embodiments of the present invention are described in detail below, examples of which are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are only used to explain the present invention, and cannot be understood as limiting the present invention.
[0037] Embodiment 1:
[0038] An electronic circuit fault identification optimization system based on intelligent algorithm, such as Figure 1 As shown, it includes: intelligent simulation module, parameter database, intelligent analysis module and overall planning module;
[0039] The intelligent simulation module includes a circuit diagram unit, a physical parameter simulation unit, an electronic circuit operation unit and a circuit operation support database; the circuit diagram unit is used to input and output circuit diagrams; the physical parameter simulation unit converts the circuit diagram input by the circuit diagram unit into a physical simulation circuit, and at the same time, the physical parameter simulation unit can be directly used to build a physical simulation circuit, and then the corresponding circuit diagram is output through the circuit diagram unit; the electronic circuit operation unit operates the physical simulation circuit based on the circuit diagram unit and the physical parameter simulation unit; the circuit operation support database has built-in circuit operation rule data and electronic component operation rule data, and supports the operation of the electronic circuit operation unit, circuit diagram unit and physical parameter simulation unit.
[0040] The circuit diagram unit and the physical parameter simulation unit are data-interoperable; the user inputs the electronic circuit diagram into the circuit diagram unit, and the physical parameter simulation unit selects the circuit elements marked or required in the electronic circuit diagram according to the circuit diagram unit, and then simulates the wire connection of the circuit elements according to the electronic circuit diagram; the user can directly select the circuit elements through the physical parameter simulation unit, and then connect the wires between the circuit elements so that all the circuit elements form a path, and then output the electronic circuit diagram through the circuit diagram unit.
[0041] The circuit operation support database includes circuit operation rule data and electronic component operation rule data. The circuit operation rule data includes Ohm's law and Kirchhoff's law, as well as basic rules for constructing circuit diagrams; the electronic component operation rule data includes the operation modes and functions of various electronic components, circuit elements and integrated circuit modules, as well as expression icons of various electronic components, circuit elements and integrated circuit modules.
[0042] The electronic circuit operation unit constructs the underlying logic based on the circuit operation support database, and runs the physical simulation circuit constructed by the physical parameter simulation unit; the physical parameter simulation unit constructs the physical simulation circuit corresponding to the circuit diagram based on the circuit operation support database; the circuit diagram unit constructs the circuit diagram corresponding to the physical simulation circuit based on the circuit operation support database.
[0043] The parameter database includes an electronic component database, a circuit component database and an integrated circuit module database; the electronic component database, the circuit component database and the integrated circuit module database each include a plurality of sub-databases, each of which stores data of an electronic component.
[0044] The electronic component database is denoted as A, and its sub-databases are A1, A2, A3, ..., An. If the switch in the electronic component is denoted as A1, the switch includes a limit switch, a mercury switch, a centrifugal switch, etc., which are denoted as A1-1, A1-2, A1-3, ..., A1-n respectively.
[0045] The circuit element database is denoted as B, and its sub-databases are B1, B2, B3, ..., Bn. If the resistor in the circuit element is denoted as B1, the resistor includes a sliding resistor, a photoresistor, a thermistor, etc., which are denoted as B1-1, B1-2, B1-3, ..., B1-n respectively.
[0046] The integrated circuit module database is denoted as C, and its sub-databases are C1, C2, C3, ..., Cn. If the digital integrated circuit in the integrated circuit module is denoted as C1, the digital integrated circuit includes thick film integrated circuits, thin film integrated circuits, hybrid integrated circuits, etc., which are denoted as C1-1, C1-2, C1-3, ..., C1-n respectively.
[0047] There are many types of electronic components, circuit components and integrated circuit modules, each of which is divided into multiple categories, and each category is also divided into multiple sub-bodies. Taking the sliding resistor B1-1 as an example, the maximum resistance can be set to 5Ω, 10Ω, 20Ω, etc., then the sliding resistor B1-1 with different resistance values can be recorded as B1-1-1, B1-1-2, B1-1-3, ..., B1-1-n in sequence; the same applies to other components.
[0048] When the physical parameter simulation unit of the intelligent simulation module is running, it uses the parameter database as data support to select specific electronic components, circuit components and integrated circuit modules.
[0049] The intelligent analysis module includes an operation and analysis unit and an optimization unit; the operation and analysis unit performs a preliminary analysis based on the electronic circuit diagram of the circuit diagram unit to determine the rationality of the electronic circuit diagram, and then determines the operating status of the electronic circuit diagram and whether there is a fault based on the physical simulation circuit constructed by the physical parameter simulation unit and the operation of the physical simulation circuit by the electronic circuit operation unit; the optimization unit optimizes and analyzes the electronic circuit diagram analyzed by the operation and analysis unit, and provides optimization suggestions based on the circuit operation support database and Internet big data.
[0050] The overall planning module controls the computer operation, provides computing power support for the intelligent simulation module, parameter database, and intelligent analysis module, and assists the circuit diagram unit in the input and output of electronic circuit diagrams, while providing certain big data support for the intelligent analysis module.
[0051] A working method of an electronic circuit fault identification optimization system based on an intelligent algorithm comprises the following steps:
[0052] S1: electronic circuit diagram import; the electronic circuit diagram is input into the circuit diagram unit through the overall planning module; the operation and analysis unit performs a preliminary analysis on the electronic circuit diagram to determine whether the electronic circuit diagram is reasonable; if the electronic circuit diagram is reasonable, the physical parameter simulation unit is started to construct a physical simulation circuit; if the electronic circuit diagram is unreasonable, the optimization unit directly optimizes the electronic circuit diagram and outputs optimization suggestions through the overall planning module;
[0053] S2: constructing a physical simulation circuit; the physical parameter simulation unit extracts data from the circuit operation support database and the parameter database based on a reasonable electronic circuit diagram, generates electronic components, circuit components and integrated circuit modules required by the electronic circuit diagram, and connects them through wires;
[0054] S3: Physical simulation circuit operation; the electronic circuit operation unit runs the physical simulation circuit with the electronic circuit diagram as the direction and the circuit operation support database as the data support; the operation and analysis unit analyzes the operation status of the electronic circuit diagram and determines whether there is a fault; if the electronic circuit has no fault, it determines whether the electronic circuit diagram can be optimized. If it can be optimized, the optimization unit gives optimization suggestions and outputs the optimization suggestions through the overall planning module. If it cannot be optimized, the final result is output through the overall planning module; if there is a fault in the electronic circuit, the location of the fault is analyzed, the cause of the fault is determined, and a solution to the fault is given, and the fault-related results are output through the overall planning module.
[0055] Embodiment 2:
[0056] Based on the first embodiment, the parameter database and the intelligent analysis module are optimized.
[0057] There are many components stored in the parameter database, and the intelligent analysis module adds a component data setting unit to make adjustments based on the actual operation big data of the components. Taking the photoresistor B1-2 as an example, the photocurrent and light resistance, dark current and dark resistance, sensitivity, spectral response, maximum operating voltage, time constant and resistance temperature coefficient of the photoresistor B1-2 will be weakened to a certain extent after long-term use. Big data is used to construct various parameter models of the photoresistor B1-2 during the use time, such as the parameter B1-2-n-01 of the photoresistor after one year of use, and the parameter B1-2-n-02 after two years of use, etc., to form a separate data package and incorporate it into the corresponding sub-database. When running the analysis, the intelligent analysis module calls the corresponding photoresistor data through the component data setting unit, and then performs fault analysis to improve the accuracy of fault analysis.
[0058] A working method of an electronic circuit fault identification optimization system based on an intelligent algorithm comprises the following steps:
[0059] S1: electronic circuit diagram importing: the electronic circuit diagram of the circuit failure to be caused is input into the circuit diagram unit through the overall planning module;
[0060] S2: constructing a physical simulation circuit; the physical parameter simulation unit extracts data from the circuit operation support database and the parameter database based on a reasonable electronic circuit diagram, generates electronic components, circuit components and integrated circuit modules required by the electronic circuit diagram, and connects them through wires;
[0061] The overall planning module is used to modify the parameters of the electronic components, circuit components and integrated circuit modules required by the electronic circuit diagram through the component data setting unit, so that the operating environment of the overall electronic circuit is more in line with reality; then the circuit fault characteristics are input;
[0062] S3: Physical simulation circuit operation; the electronic circuit operation unit operates the physical simulation circuit based on the electronic circuit diagram and the circuit operation support database as data support;
[0063] The operation and analysis unit analyzes the operating status of the electronic circuit diagram, and then analyzes it in combination with the circuit fault characteristics; the operation and analysis unit combines the parameters of the electronic components, circuit components and integrated circuit modules to analyze the location of the fault, determine the cause of the fault, and provide a solution to the fault, and outputs the fault-related results through the overall planning module.
[0064] The above description is only a preferred specific implementation manner of the present invention, but the protection scope of the present invention is not limited thereto. Any technician familiar with the technical field can make equivalent replacements or changes according to the technical scheme and inventive concept of the present invention within the technical scope disclosed by the present invention, which should be covered by the protection scope of the present invention.
Claims
1. An electronic circuit fault identification and optimization system based on intelligent algorithm, characterized in that: include: Intelligent simulation module; the intelligent simulation module includes a circuit diagram unit, a physical parameter simulation unit, an electronic circuit operation unit and a circuit operation support database; The circuit diagram unit is used to input and output circuit diagrams; the physical parameter simulation unit converts the circuit diagram input by the circuit diagram unit into a physical simulation circuit; the electronic circuit operation unit operates the physical simulation circuit according to the circuit diagram unit and the physical parameter simulation unit; the circuit operation support database includes circuit operation rule data and electronic component operation rule data; Parameter database; the parameter database includes an electronic component database, a circuit component database and an integrated circuit module database; the electronic component database, the circuit component database and the integrated circuit module database each include a plurality of sub-databases, each sub-database stores data of one electronic component; Intelligent analysis module; the intelligent analysis module includes an operation analysis unit and an optimization unit; the operation analysis unit performs a preliminary analysis on the electronic circuit diagram, performs a secondary analysis on the operation of the physical simulation circuit, and determines whether the electronic circuit has a fault and whether it needs to be optimized; Coordination module; The coordination module controls the computer operation, provides computing power support for the intelligent simulation module, parameter database, and intelligent analysis module, and provides big data support for the intelligent analysis module.
2. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 1 is characterized in that: The circuit diagram unit and the physical parameter simulation unit are data-interconnected. The physical parameter simulation unit selects circuit elements specified or required by the electronic circuit diagram according to the circuit diagram unit. The physical parameter simulation unit directly selects circuit elements to construct a path and outputs the electronic circuit diagram through the circuit diagram unit.
3. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 1 is characterized in that: When the physical parameter simulation unit of the intelligent simulation module is running, it uses the parameter database as data support to select specific electronic components, circuit components and integrated circuit modules.
4. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 1 is characterized in that: The circuit operation rule information includes Ohm's law and Kirchhoff's law, as well as basic rules for constructing circuit diagrams; the electronic component operation rule information includes the operation modes and functions of various electronic components, circuit components and integrated circuit modules, as well as expression icons of various electronic components, circuit components and integrated circuit modules.
5. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 1 is characterized in that: The electronic component database is denoted as A, and its sub-databases are A1, A2, A3, ..., An; the circuit component database is denoted as B, and its sub-databases are B1, B2, B3, ..., Bn; the integrated circuit module database is denoted as C, and its sub-databases are C1, C2, C3, ..., Cn.
6. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 1 is characterized in that: The operation and analysis unit performs a preliminary analysis on the electronic circuit diagram to determine whether the electronic circuit diagram is reasonable; If the electronic circuit diagram is reasonable, the physical parameter simulation unit is started to construct a physical simulation circuit; If the electronic circuit diagram is unreasonable, the optimization unit directly optimizes the electronic circuit diagram and outputs optimization suggestions through the overall planning module.
7. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 6 is characterized in that: The operation and analysis unit analyzes the operation status of the electronic circuit diagram and determines whether there is a fault; If the electronic circuit has no faults, determine whether the electronic circuit diagram can be optimized; If optimization is possible, the optimization unit will give optimization suggestions and output the optimization suggestions through the overall planning module; If optimization is not possible, the final result is output through the coordination module; If an electronic circuit fails, the location of the fault is analyzed, the cause of the fault is determined, a solution is given, and the fault-related results are output through the overall planning module.
8. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 1 is characterized in that: The intelligent analysis module is also provided with a component data setting unit, and the data setting unit retrieves electronic component data packets. The electronic component data packets are counted and constructed according to the actual operation big data of the components and incorporated into the corresponding sub-database.
9. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 8, characterized in that: The component data setting unit retrieves the electronic component data package through the parameter database, builds a physical simulation circuit in cooperation with the physical simulation circuit and circuit diagram unit, and inputs circuit fault characteristics.
10. The electronic circuit fault identification and optimization system based on intelligent algorithm according to claim 9, characterized in that: The operation and analysis unit combines the parameters of the electronic components, circuit components and integrated circuit modules, as well as the circuit fault characteristics, to analyze the location of the fault and determine the cause of the fault.
Citation Information
Patent Citations
Battery cell fault detection method and system
CN118534334A