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ACTA AERONAUTICAET ASTRONAUTICA SINICA ›› 1996, Vol. 17 ›› Issue (5): 114-118.
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Dong Xuanming, Qiu Lihua, Wang Zhanlin
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Abstract: The existing problems for modelling, fault detection and diagnosis, and BP neural networks′ application, in nonlinear systems have been reviewed. An on line stage self learning rule is presented, and a novel method for on line modelling and detecting faults using the above rule is also proposed. Simulations show that the presented rule and method are practical.
Key words: nonlinear systems neuralnet, faults-detection
CLC Number:
V277
Dong Xuanming;Qiu Lihua;Wang Zhanlin. BP NEURAL NETWORKS BASED ON ON LINE MODELLING AND FAULT DETECTION IN NONLINEAR SYSTEMS[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 1996, 17(5): 114-118.
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