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人工神经网络在电力系统暂态稳定分析中的应用 被引量：1

Application of Artificial Neural Network in TransientStability Analysis of Electric Power System
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摘要 人工神经网络以其可学习的特性和其高度的并行结构在电力系统暂态稳定分析中具有极大的应用潜力。本文阐述了应用较为广泛的逆导（ＢＰ）人工神经网络模型求解电力系统故障后的稳定平衡点和确定暂态极限功率。实例证明，本文提出的这种新方法计算速度快、精度高。具有很强的自适应性和工程实用的广阔前景。 The artificial neural network has great application potentialities in transient stability analysis of electric power system for its learnable characteristic and its parallel structure.This paper presents a new method to define stable balance point and transient limit power of the electricpower system after fault by using the back-propagating artificial neural network.This new method enables the system high precision,fast calculation and good adaption.
作者 周士跃 刘伯春
机构地区 江苏盐城市供电局
出处 《电气传动自动化》 1995年第2期39-42,共4页 Electric Drive Automation
关键词 人工神经网络 暂态稳定 极限功率 稳定平衡点 artificial neural network,transient stability,limit power,stable balance point
分类号 TM712 [电气工程—电力系统及自动化]
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同被引文献19

  • 1林济铿,余贻鑫.基于混合决策树—人工神经网络的电力系统动态安全评价[J].中国电机工程学报,1996,16(6):378-383. 被引量：12
  • 2Anis Ibrahim W R, Morcos M M. Artificial Intelligence and advanced mathematical tools for power quality application: A survey [J]. IEEE Trans. on Power Delivery, 2002, 17(2): 668-673.
  • 3Anis Ibrahim W R, Morcos M M, Kreiss D G. An adaptive neuron-fuzzy intelligent tool and expert system for power quality analysis-Part 1: An introduction [A]. Proceedings of IEEE Power Engineering Society Summer Meeting [C]. Edmonton, AB, Canada. IEEE Press, 1999.
  • 4Dash P K, Mishra S, Salama M M A, Liew A C. Classification of power system disturbance using a fuzzy expert system and a fourier linear combiner [J]. IEEE Trans. on Power Delivery, 2000, 15(4): 472-477.
  • 5Kung C H, Devaney M J, Huang C M. Fuzzy-based adaptive digital power metering using a genetic algorithm [J]. IEEE Trans. on Instrument Measure, 1998, 47(1): 183-188.
  • 6Tan W, John V I. Nonlinear fluorescent systems: their impact on power quality [A]. IEEE Can. Conf. Elect Comput. Eng. [C], Halifax. NS, Canada, IEEE Press, 1994.
  • 7Srarrettm S K, Anis Ibrahim W R, Rust B P, Turner A L. An on-line fuzzy logic system for voltage/VAR control and alarm processing [A]. Proceedings of IEEE Power Engineering Society Winter Meeting[C]. New York. IEEE Press, 1999.
  • 8Shipp D D, Vilcheck W, Swartz M E, Woodley N H. Expert system for analysis of electric power system harmonics [A]. Proceedings of IEEE Annual Pulp Paper Industry Technology Conference [C]. IEEE Press, 1993.
  • 9Kazibwe W E, Sendaula H M. Expert system targets power quality issues [J]. IEEE Comput. Appl. Power, 1992(5): 29-33.
  • 10Schlabbach J. Expert system measures harmonics and EMC [J]. IEEE Comput. Appl. Power, 1994, 7(7): 26-29.

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电气传动自动化
1995年 第2期

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