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標題: | Block-Layout Design Using MAX-MIN Ant System for Saving Energy on Mass Rapid Transit Systems | 作者: | Ke, B.R. 林俊良 Chen, M.C. Lin, C.L. |
關鍵字: | Ant colony optimization (ACO);energy consumption;fixed-block signaling;(FBS) system;rapid transit system;colony optimization;train operation;vehicle | Project: | Ieee Transactions on Intelligent Transportation Systems | 期刊/報告no:: | Ieee Transactions on Intelligent Transportation Systems, Volume 10, Issue 2, Page(s) 226-235. | 摘要: | This paper presents a method of block-layout design between successive stations for mass rapid transit systems (MRTSs). The aim is to save energy under the framework of the fixed-block signaling (FBS) system and the equi-block principle. Unlike past research regarding the energy savings of train operation, this paper proposes a combinatorial optimization model to reduce the computation time. In the presented approach, the problem of minimizing the energy consumption between successive stations is first formulated as a combinatorial optimization problem. Then, the train-speed trajectory for saving energy is optimized by a MAX-MIN ant system(MMAS) of ant colony optimization (ACO) algorithms. Finally, the block layout is designed in accordance with the shortest block length under the equi-block principle. It is shown that the method presents a significant improvement for the reduction of computational burden on the block-layout design. The feasibility and benefits are verified via simulation study. Analyses and discussions are also given. |
URI: | http://hdl.handle.net/11455/44115 | ISSN: | 1524-9050 | DOI: | 10.1109/tits.2009.2018324 |
Appears in Collections: | 電機工程學系所 |
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