人工神经网络及其在控制与系统工程中的应用——第四讲 人工神经网络的应用(之一)——用多层感知器检测高阻抗电弧故障Artificial Neural Network and Its Application in Control and System Engineering ( Ⅳ )——The Application of Artificial Neural Network (Part Ⅰ )
陈允平
摘要(Abstract)：
<正> 自1943年W.McCulloch和Pitts第一次提出神经元的数学模型以来,人工神经元的发展经历了近50年的历史,经历了几度兴衰。只是到了80年代末,随着计算机技术、电子技术和其他分支的人工智能技术的发展,人工神经网络的理论和应用才得到人们空前的重视,提出许多新的算法,找到许多新的用途。 50年代末制作的感知机首次把神经网络用于文字识别、声音识别、声纳信号识别和记忆问题
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作者(Author): 陈允平
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DOI: 10.13335/j.1000-3673.pst.1993.06.018
参考文献(References)：
- [1] J. Carr, Detection of High Impedance Faults on Multi-Grounded Primary Distribution System, IEEE Trans. on PAS, Vol. 100, No. 4, April 1981
- [2] B. M. Aucoin, Detection of Distribution High Impedance Faults Using Burst Noise Signal Near 60 Hz, IEEE Trans. on Power Delivery, Vol. 2, No. 2, April 1987
- [3] B.M. Aucoin, Distribution High Impedance Fault Detection Utilizing High Frequency Current Components, IEEE Trans. on PAS, Vol.101, No.6, June 1982
- [4] B. D. Russell, A Digital Signal Processing Algorithm for Detecting Arcing Fault on Distribution Feeders, IEEE Trans. on Power Delivery, Vol. 4, No. 1, Jan. 1989
- [5] C. J. Kim, B. D. Russell, Classification of Faults and Switching Events by Inductive Reasoning and Expert System Methodology, IEEE on Power Delivery, Vol. 4, No. 3, July 1989
- [6] S. Ebron, A Neural Network Approach to the Detection of Incipient Faults on Power Distribution Feeders, IEEE Trans. on Power Delivery, Vol. 5, No. 2, 1990
- [7] A.F. Sultan, Detection of High Impedance Arcing Faults Using a Multi-Layer Perceptron, IEEE Trans. on Power Delivery, Vol. 7, No. 4, Oct. 1992