Power Systems Transient Stability Preventive Control Incorporating Network Series Compensation with the Aid of If-Then Rules Extracted from a Multilayer Perceptron Artificial Neural Network

摘要：

Power system preventive control is dominated by generation rescheduling.Other preventive control actions are rarely mentioned in the literature.This paper presents a transient stability preventive control design that takes series compensation into account.The design methodology is aided with the ‘If-Then rules extracted from a trained multilayer perceptron (MLP) artificial neural network (ANN).Characteristic of this paper is twofold.We may have one more degree of freedom by incorporation of series compensation when designing preventive control,and we may have additional flexibility in deploying preventive control actions by means of the proposed methodology.Two preventive control schemes are presented and applied to 39-bus power system.Extensive computational studies have demonstrated the effectiveness of the proposal.

关键词： Preventive control:transient stability:Network series compensation:multilayer perceptron:IF-THEN rules

作者: Lin Yu-Jen

作者单位: Dept.of Electrical Engineering I-Shou University Kaohsiung,Taiwan,ROC

会议类型: 国际会议

会议名称: 2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies(第四届电力设施管制、重建及能源技术国际会议 DRPT 2011)

会议地点: 威海

会议语种:英文

页码: 31-38

在线出版日期: 2011-07-06（万方平台首次上网日期，不代表论文的发表时间）