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Application of mulit - grade fuzzy neural networks in fault diagnosis of chemical processes
Author(s): 
Pages: 37-40
Year: Issue:  1
Journal: AUTOMATION & INSTRUMENTATION

Keyword:  故障诊断模糊神经网络专家系统;
Abstract: 化工生产过程一般都非常复杂,如柠檬酸蒸发.由于控制回路与测控参数很多,生产过程的故障检测与诊断问题非常困难,难以做到实时检查,得到其故障信息.所以本文提出一种基于神经网络的多级故障诊断系统.采用三级递阶模糊神经网络,降解整个系统故障诊断问题的复杂性,同时采用所有子神经网络全局并行的推理方式,具有快速处理能力,适合系统实时在线故障诊断.
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