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Magnetic Sensor Array for Electric Arc Reconstruction in Circuit Breakers. [PDF]
D'Antona G +3 more
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IEEE Transactions on Power Delivery, 2023
Supervised machine learning (ML) methods have been increasingly applied in the fault detection of components. However, they relied on the data set and data acquisition under faulty conditions, which is time-consuming with the risk of component damage ...
Milad Tahvilzadeh +2 more
semanticscholar +1 more source
Supervised machine learning (ML) methods have been increasingly applied in the fault detection of components. However, they relied on the data set and data acquisition under faulty conditions, which is time-consuming with the risk of component damage ...
Milad Tahvilzadeh +2 more
semanticscholar +1 more source
IEEE transactions on industry applications, 2023
Although the data-driven fault diagnosis method has achieved perfect diagnosis of high-voltage circuit breakers (HVCBs) mechanical fault under the massive data built in the laboratory, it is still a challenge to train a high-precision and robust ...
Yanxin Wang +3 more
semanticscholar +1 more source
Although the data-driven fault diagnosis method has achieved perfect diagnosis of high-voltage circuit breakers (HVCBs) mechanical fault under the massive data built in the laboratory, it is still a challenge to train a high-precision and robust ...
Yanxin Wang +3 more
semanticscholar +1 more source
Few-Shot Transfer Learning With Attention Mechanism for High-Voltage Circuit Breaker Fault Diagnosis
IEEE transactions on industry applications, 2022Data-driven artificial intelligence methods, especially convolutional neural networks (CNNs), have achieved excellent performance in high-voltage circuit breaker (HVCB) fault diagnosis. However, CNN relies heavily on massive data. When the amount of data
Yanxin Wang +5 more
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Few-Shot Transfer Learning with Attention Mechanism for High-Voltage Circuit Breaker fault diagnosis
2021 IEEE 2nd China International Youth Conference on Electrical Engineering (CIYCEE), 2021Data-driven artificial intelligence methods, especially convolutional neural networks (CNNs), have achieved excellent performance in high-voltage circuit breaker (HVCB) fault diagnosis. However, CNN relies heavily on massive data. When the amount of data
Yanxin Wang +5 more
semanticscholar +1 more source
International Conference on Electric Power Equipment – Switching Technology, 2022
As the high voltage circuit breaker works, the metal parts are prone to many types of mechanical defects, such as plastic deformation, metal loss, corrosion, and so on.
Sheng Lei +5 more
semanticscholar +1 more source
As the high voltage circuit breaker works, the metal parts are prone to many types of mechanical defects, such as plastic deformation, metal loss, corrosion, and so on.
Sheng Lei +5 more
semanticscholar +1 more source
High voltage circuit breaker fault diagnosis multi-channel integrated convolutional neural network
International Conference on Electric Power Equipment – Switching Technology, 2022Convolutional neural network, as a research hotspot at present, is widely used in the field of fault diagnosis because of its effective automatic feature extraction ability, but it is still a difficult problem to integrate various information for ...
Xinyu. Ye +4 more
semanticscholar +1 more source
Fault Diagnosis of High-Voltage Circuit Breaker Based on Digital Twin
2021 International Conference on Advanced Electrical Equipment and Reliable Operation (AEERO), 2021High-voltage circuit breaker is one of the key components in the power grid, and mechanical faults often occur during long-time operation. A method based on digital twin for mechanical fault diagnosis of high-voltage circuit breaker is proposed in this ...
Yunyi Zhu, Z. Qian, Shuai Yuan, Hao Yu
semanticscholar +1 more source
High Voltage Inductor Design for Synthetic Testing of a Supercritical CO2 Circuit Breaker
Electrical Insulation Conference, 2023Global warming has been a burning issue since the 1980s, and SF6 has been one of the most potent global-warming gases used by the power industry. SF6 is used in high-voltage circuit breakers.
Mohd. Sadeed Al Hossain +4 more
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High voltage vacuum circuit breakers
IEEE Transactions on Power Apparatus and Systems, 1975A new line of high voltage vacuum power circuit breakers is being developed for 121 kV and above and will use the new vacuum interrupter module presented in a companion paper3. The first ratings in production will be 242 kV with interrupting capabilities of 40,000 amperes, followed by breakers rated 50,000 amperes; both of these will have continuous ...
R.B. Shores, V.E. Phillips
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