Power System Ezcitation Control based on Support Vector Machine

摘要：

A new synchronous generator excitation controller is provided in this article. On the basis of the linear multi-variable excitation controller, a composite controller, which ties the output of PID with the output of linear multi-variable excitation controller and the output of support vector machine (SVM) inverse model, was designed based on SVM. Inverse system method is applied to the design of the composite controller for the single-machine infinite system, the design method provided in this article is very simple, simulation demonstrates that excitation controller provided in this article is very effective for the improvement of power system stability and the stability of generator terminal voltage compared with the linear multi-variable excitation controller and traditional PID controller.

关键词： support vector machine inverse system method synchronous generator ezcitation control PID control

作者: Xiao Jian-mei Wang Xi-huai Ke Yu-bo

作者单位: Department of Electrical Engineering and Automation, Shanghai Maritime University, Shanghai 200135, China

会议类型: 国际会议

会议名称: 2009年中国控制与决策会议(2009 Chinese Control and Decision Conference)

会议地点: 广西桂林

会议语种:英文

页码: 3362-3366

在线出版日期: 2009-06-17（万方平台首次上网日期，不代表论文的发表时间）