Realization of model-based fault diagnosis with artificial neural network

[1] Rolf Isermann. Fault-diagnosis applications: model-based condition monitoring: actuators, drives, machinery, plants, sensors, and fault-tolerant system [M]. Germany: Springer, 2010 [2] 夏虹,刘永阔,谢春丽,等. 设备故障诊断技术[M]. 哈尔滨:哈尔滨工业大学出版社,2010:4-5 Xia Hong, Liu Yongkuo, Xie Chunli, et al. The fault diagnosis technology of equipment[M]. Harbin: Harbin Institute of Technology Press, 2010:4-5 (in Chinese) [3] Venkatasubramanian V, Rengaswamy R, Yin K, et al. A review of process fault detection and diagnosis partI: quantitative model-based methods[J]. Computers and Chemical Engineering, 2003,27(3):293-311 [4] Venkatasubramanian V, Rengaswamy R, Kavuri S N. A review of process fault detection and diagnosis part II: qualitative models and search strategies[J]. Computers and Chemical Engineering, 2003, 27(3):313-326 [5] Zhang Huaguang, Wang Zhanshan, Liu Derong.Global asymptotic stability of recurrent neural networks with multiple time-varying delays[J]. IEEE Transactions on Neural Networks, 2008, 19 (5):855-873 [6] 周东华, 胡艳艳. 动态系统的故障诊断技术[J]. 自动化学报, 2009, 35(6):748-758 Zhou Donghua, Hu Yanyan. Fault diagnosis technology of dynamic system[J]. AAS, 2009, 35(6) :748-758(in Chinese) [7] 顾颖. 一类非线性时滞系统的参数故障检测和估计[J]. 大连交通大学学报, 2010,31(2):95-97 Gu Ying. Parameter fault detection and estimation of a class of nonlinear systems with time-delay[J]. Journal of Dalian University, 2010,31(2):95-97(in Chinese) [8] Wu J D, Wang Y H, Bai M R. Development of an expert system for fault diagnosis in scooter engine platform using fuzzy-logic inference[J]. Expert Systems with Applications: An International Journal,2007,33(4):1063-1075 [9] Zhang Xu,Zhao Dongmei, Qiu Chen, et al. The power grid fault diagnosis based on the abnormal changes of the grid structure and the dynamic fault tree[J]. Applied Mechanics and Materials, 2011,48:1282-1285 [10] 阮晓钢. 神经计算科学——在细胞的水平上模拟脑功能[M]. 北京:国防工业出版社,2006:119-120,301 Ruan Xiaogang. Neural computing science-modeling brain function at the cellular level[M]. Beijing: Nation Defense Industry Press, 2006:119-120,301 (in Chinese) [11] 王占山, 张恩林, 张化光,等. 基于Hopfield神经网络的非线性系统故障估计方法[J]. 南京航空航天大学学报, 2011,43(s):19-22 Wang Zhanshan, Zhang Enlin, Zhang Huaguang, et al. Fault estimation approach for a class of nonlinear systems based on Hopfield neural network[J]. Journal of Nanjing University of Aeronautics & Astronautics, 2011,43(s):19-22(in Chinese) [12] Carpenter G A, Grossberg S. The ART of adaptive pattern recognition by a self-organizing neural network[J]. Computer, 1988,21(3):77-88 [13] 邱国平,邱明. 永磁直流电机实用设计及应用技术[M]. 北京:机械工业出版社, 2009:13-54 Qiu Guoping, Qiu Ming. Practical design and applied technology of permanent magnet DC motor[M]. Beijing: China Machine Press, 2009:13-54(in Chinese) [14] 廖晓钟, 刘向东. 自动控制系统[M]. 北京:北京理工大学出版社, 2005:9 Liao Xiaozhong, Liu Xiangdong. Automatic control system[M]. Beijing: Beijing Institute of Technology Press, 2005:9(in Chinese)