標題: Fuel Consumption Estimation System and Method with Lower Cost
作者: Lo, Chi-Lun
Chen, Chi-Hua
Kuan, Ta-Sheng
Lo, Kuen-Rong
Cho, Hsun-Jung
電機工程學系
運輸與物流管理系 註:原交通所+運管所
Department of Electrical and Computer Engineering
Department of Transportation and Logistics Management
關鍵字: fuel consumption estimation;driver behavior;genetic algorithm
公開日期: 1-Jul-2017
摘要: This study proposes a fuel consumption estimation system and method with lower cost. On-board units can report vehicle speed, and user devices can send fuel information to a data analysis server. Then the data analysis server can use the proposed fuel consumption estimation method to estimate the fuel consumption based on driver behaviours without fuel sensors for cost savings. The proposed fuel consumption estimation method is designed based on a genetic algorithm which can generate gene sequences and use crossover and mutation for retrieving an adaptable gene sequence. The adaptable gene sequence can be applied as the set of fuel consumption in accordance with the pattern of driver behaviour. The practical experimental results indicated that the accuracy of the proposed fuel consumption estimation method was about 95.87%.
URI: http://dx.doi.org/10.3390/sym9070105
http://hdl.handle.net/11536/145907
ISSN: 2073-8994
DOI: 10.3390/sym9070105
期刊: SYMMETRY-BASEL
Volume: 9
Issue: 7
起始頁: 0
結束頁: 0
Appears in Collections:Articles


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