Optimisation of train energy-efficient operation for mass rapid transit systems

被引:67
作者
Ke, B. -R. [1 ]
Lin, C. -L. [2 ]
Yang, C. -C. [2 ]
机构
[1] Natl Penghu Univ Sci & Technol, Dept Elect Engn, Penghu 880, Taiwan
[2] Natl Chung Hsing Univ, Dept Elect Engn, Taichung 402, Taiwan
关键词
ANT COLONY OPTIMIZATION; NETWORK DESIGN; TABU SEARCH;
D O I
10.1049/iet-its.2010.0144
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This study presents a method for optimising train driving strategies of the mass rapid transit systems with the aim to save energy between successive stations. Combinational optimisation techniques are developed to solve the online optimisation problem. To achieve an optimal train driving strategy, train operation modes, including acceleration, cruise and coast modes, in tandem with the speed codes of each section, are determined by the MAX-MIN ant system algorithm. The results of the case study show superior performance in terms of energy consumption in comparison with the previous research. Given that computation time reaches a reasonable level, it becomes legitimate to address online optimisation by using the proposed approach.
引用
收藏
页码:58 / 66
页数:9
相关论文
共 20 条
[1]  
[Anonymous], 2004, ANT COLONY OPTIMIZAT
[2]  
Bwo-Ren Ke, 2009, International Journal of Electrical Engineering, V16, P13
[3]   A tabu search algorithm for rerouting trains during rail operations [J].
Corman, Francesco ;
D'Ariano, Andrea ;
Pacciarelli, Dario ;
Pranzo, Marco .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2010, 44 (01) :175-192
[4]  
Dorigo M., 1997, IEEE Transactions on Evolutionary Computation, V1, P53, DOI 10.1109/4235.585892
[5]   A tabu search algorithm for a routing and container loading problem [J].
Gendreau, Michel ;
Iori, Manuel ;
Laporte, Gilbert ;
Martello, Silvano .
TRANSPORTATION SCIENCE, 2006, 40 (03) :342-350
[6]   COMPUTER-BASED OPTIMIZATION TECHNIQUES FOR MASS-TRANSIT RAILWAY SIGNALING DESIGN [J].
GILL, DC ;
GOODMAN, CJ .
IEE PROCEEDINGS-B ELECTRIC POWER APPLICATIONS, 1992, 139 (03) :261-275
[7]  
HILL RJ, 1995, PROCEEDINGS OF THE 1995 IEEE/ASME JOINT RAILROAD CONFERENCE, P105, DOI 10.1109/RRCON.1995.395162
[8]   Exploiting knowledge about future demands for real-time vehicle dispatching [J].
Ichoua, Soumia ;
Gendreau, Michel ;
Potvin, Jean-Yves .
TRANSPORTATION SCIENCE, 2006, 40 (02) :211-225
[9]   Signalling blocklayout and strategy of train operation for saving energy in mass rapid transit systems [J].
Ke, BR ;
Chen, N .
IEE PROCEEDINGS-ELECTRIC POWER APPLICATIONS, 2005, 152 (02) :129-140
[10]   Block-Layout Design Using MAX-MIN Ant System for Saving Energy on Mass Rapid Transit Systems [J].
Ke, Bwo-Ren ;
Chen, Meng-Chieh ;
Lin, Chun-Liang .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2009, 10 (02) :226-235