A Novel Energy Efficient Operation Strategy for a Train Based on Model-Free Adaptive Predictive Control

摘要：

In this paper, a novel energy efficient control approach of a train is presented based on dynamic linearization technique and predictive control. The energy conservation problem of a train is described by a novel cost function related to energy consumption within a prediction horizon. The unknown nonlinear model of a train is replaced by dynamic linearization model. Based on the idea of predictive control, the current control action is obtained by solving online, at each sampling coordinate, a finite horizon closed-loop optimal control problem. The simulation studies verify the effectiveness of the proposed approach.

关键词： Predictive control model-free adaptive control energy efficient cost function automatic train operation

作者: YANG Wen YIN Chenkun HOU Zhongsheng

作者单位: Advanced Control Systems Laboratory, School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing 100044

会议类型: 国际会议

会议名称: The 31st Chinese Control Conference(第三十一届中国控制会议)

会议地点: 合肥

会议语种:英文

页码: 7286-7291

在线出版日期: 2012-07-01（万方平台首次上网日期，不代表论文的发表时间）