基于神经网络的水电机组智能故障诊断系统A Neural Network Based Intelligent Fault Diagnosis System for Hydroelectric Generating Sets
陈林刚;韩凤琴;桂中华;
摘要(Abstract):
针对现有水电机组状态监测系统功能不完善、不够智能化的缺点,开发了基于神经网络的水电机组智能故障诊断系统,该系统由状态监测和故障诊断两个模块构成,包括数据采集、数据分析、通信和智能故障诊断4部分。与传统故障诊断系统相比具有BP神经网络组成的专家系统,因此具有自学习、自适应和智能化等特点。实验结果表明,此系统的诊断结果准确可靠,具有良好的实用价值。
关键词(KeyWords): 水电机组;状态监测;故障诊断;BP神经网络;专家系统
基金项目(Foundation): 国家自然科学基金资助项目(50379015)~~
作者(Author): 陈林刚;韩凤琴;桂中华;
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DOI:
参考文献(References):
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