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基于人工智能的电气工程故障预测与可靠性评估策略分析

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阐述基于人工智能的电气工程故障预测和可靠性分析特点,探讨BP神经网络的故障预测模型、GA-BP神经网络的故障预测模型、GA-BP神经网络与BP神经网络的故障预测模型的对比,分析故障诊断技术、模型构建过程,以及实施步骤.
Analysis of Artificial Intelligence Based Fault Prediction and Reliability Evaluation Strategies for Electrical Engineering
This paper describes the characteristics of electrical engineering fault prediction and reliability analysis based on artificial intelligence,explores the fault prediction models of BP neural network,GA-BP neural network,and comparison between GA-BP neural network and BP neural network,analyzes fault diagnosis technology,model construction process,and implementation steps.

artificial intelligenceBP neural networkfault model

李兆宇、武紫梁

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国网北京客服中心,北京 100062

国网北京大兴供电公司,北京 102600

人工智能 BP神经网络 故障模型

2024

集成电路应用
上海贝岭股份有限公司

集成电路应用

影响因子:0.132
ISSN:1674-2583
年,卷(期):2024.41(1)
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