摘要
给出了奉献观测器故障诊断方法的概念 ,并在此基础上 ,提出了优化组合奉献观测器的故障诊断方法。该方法简化了知识规则数量的要求 ,提高了对知识规则的利用率 ,通过两个算例对该方法进行了验证 ,给出了相关的定理。为便于工程设计与实现 ,采用神经 -模糊系统理论 ,建立了模糊感知器与优化组合奉献观测器相结合的故障诊断方法 ,使该方法具有学习功能 ,增强了自适应能力。最后给出了数值仿真分析结果 。
The conception of fault diagnosis method on dedicated observation is presented, and a fault diagnosis method of optimum combination on dedicated observation(OCDO) is given. The method simplifies the requirements for rule and knowledge and improves the utilization ratio of rule and knowledge. Two exmples are given to verify the method, and relevant theorem is also given. Then, a fault diagnosis approach of combination model is established by using neural fuzzy system theory, thus enhancing the learning function and adapability of the method. Finally, simulation results show that the proposed method is effective, practical and worthy of in depth investigations.\;
出处
《系统工程与电子技术》
EI
CSCD
北大核心
2002年第6期74-77,共4页
Systems Engineering and Electronics
关键词
奉献观测器
故障诊断
神经网络
模糊逻辑
Dedicated observation
Fault diagnosis
Neural network
Fuzzy logic