FUZZY TRAIN ENERGY CONSUMPTION MINIMIZATION MODEL AND ALGORITHM

被引:0
作者
Li, Xiang [1 ]
Ralescu, Dan [2 ]
Tang, Tao [1 ]
机构
[1] Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
[2] Univ Cincinnati, Dept Mat Sci, Cincinnati, OH 45221 USA
来源
IRANIAN JOURNAL OF FUZZY SYSTEMS | 2011年 / 8卷 / 04期
基金
中国国家自然科学基金;
关键词
Energy consumption; Train scheduling; Karush-Kuhn-Tucker conditions; Fuzzy variable; OPTIMIZATION; RAILWAY; TRACK;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Train energy saving problem investigates how to control train's velocity such that the quantity of energy consumption is minimized and some system constraints are satisfied. On the assumption that the train's weights on different links are estimated by fuzzy variables when making the train scheduling strategy, we study the fuzzy train energy saving problem. First, we propose a fuzzy energy consumption minimization model, which minimizes the average value and entropy of the fuzzy energy consumption under the maximal allowable velocity constraint and traversing time constraint. Furthermore, we analyze the properties of the optimal solution, and then design an iterative algorithm based on the Karush-Kuhn-Tucker conditions. Finally, we illustrate a numerical example to show the effectiveness of the proposed model and algorithm.
引用
收藏
页码:77 / 91
页数:15
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