Fault Diagnosis Algorithm on Spring Operating Mechanism for High Voltage Circuit Breaker and Load Switch Based on Motor Current
Research & Analysis|更新时间:2025-04-26
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Fault Diagnosis Algorithm on Spring Operating Mechanism for High Voltage Circuit Breaker and Load Switch Based on Motor Current
High Voltage ApparatusVol. 60, Issue 5, Pages: 39-45(2024)
作者机构:
1.云南电网有限责任公司丽江供电局,云南 丽江 674100
2.西北工业大学自动化学院,西安 710072
3.四川大学电气工程学院,成都 610065
作者简介:
基金信息:
State Grid Heilongjiang Electric Power Co., Ltd. Maintenance Company Science and Technology Project(SGHLJG00YJJS1400303);Special Fund for Basic Research Business Funds of Central Universities(YJ202070)
WANG Jiacan, HE Zhipeng, JI Yiwei, et al. Fault Diagnosis Algorithm on Spring Operating Mechanism for High Voltage Circuit Breaker and Load Switch Based on Motor Current[J]. High voltage apparatus, 2024, 60(5): 39-45.
DOI:
WANG Jiacan, HE Zhipeng, JI Yiwei, et al. Fault Diagnosis Algorithm on Spring Operating Mechanism for High Voltage Circuit Breaker and Load Switch Based on Motor Current[J]. High voltage apparatus, 2024, 60(5): 39-45. DOI: 10.13296/j.1001-1609.hva.2024.05.005.
Fault Diagnosis Algorithm on Spring Operating Mechanism for High Voltage Circuit Breaker and Load Switch Based on Motor Current
For achieving the fault diagnosis of high voltage circuit breaker and load switch as well as improve their safety and reliability
it is necessary to deeply study the relationship between motor current characteristics and the state of spring operating mechanism for high voltage circuit breaker and load switch. Since the traditional BP neural network has such defects as easily falling into local minimum points and slow network convergence speed
the use of genetic algorithm to optimize BP neural network can improve the judgment accuracy and diagnosis efficiency. The diagnosis results show that GA-BP algorithm can quickly and accurately judge the operating state of the equipment in accordance with the current data of of motor for the circuit breaker and load
has high accuracy and wide application prospect for engineering practice.