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Ablation state assessment of SF6 circuit breaker contacts based on BP neural network and mean impact value 1 Introduction 1 Ablation test and dynamic resistance curve measurement 2 Ablation test circuit set 2 Test circuit breaker and dynamic resistance measurement 2 Dynamic resistance–stroke#xcurve measurement results and analysis 3 Evaluation of contact ablation state based on BP neural network 5 Feature parameter selection and pre-processing 5 BP neural network evaluation model construction and result analysis 6 Optimization of contact ablation state evaluation model based on average influence value algorithm 7 Classification method for evaluating the ablation state of circuit breaker contacts 8 Conclusion 8 Declaration of competing interest 9 Acknowledgment 9 References 9
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