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Construction of Vehicle Driving Cycle Based on Markov Model
Liu, Panxiong1; Yang, Kai2,3; Li, Xijie3
2023
会议名称3rd Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS)
会议录名称2023 3RD ASIA-PACIFIC CONFERENCE ON COMMUNICATIONS TECHNOLOGY AND COMPUTER SCIENCE, ACCTCS
页码299-304
会议日期2023-02-25
会议地点Shenyang, PEOPLES R CHINA
出版者IEEE COMPUTER SOC
产权排序3
摘要

With the continuous development of China's economy, the sales volume of automobiles across the country continues to grow. The vehicle driving cycle describes the vehicle speed time curve, which is used to determine vehicle pollutant emissions, fuel consumption, new model development and evaluation. It is a key basic technology in the automotive industry. Therefore, it is of great significance to carry out research on the driving cycle of vehicles on urban roads in China. Markov model is used to model the vehicle driving cycle in a given city. The average speed, average driving speed, average acceleration, average deceleration, idling time ratio, acceleration time ratio, deceleration time ratio, standard deviation of speed, standard deviation of acceleration and other index values are extracted for each kinematics segment, and these index values are input into the Markov chain to obtain the corresponding vehicle driving condition data. At the same time, the comprehensive evaluation system is constructed based on the calculated index values. We use the entropy weight method combined with the gray evaluation model to evaluate the vehicle driving cycle model. The evaluation results show that the Markov model of vehicle driving cycle proposed by us has a good effect.

关键词vehicle driving cycle Markov model entropy weight comprehensive evaluation
作者部门光谱成像技术研究室
DOI10.1109/ACCTCS58815.2023.00049
收录类别CPCI
ISBN号979-8-3503-1080-1
语种英语
WOS记录号WOS:001031393400055
引用统计
文献类型会议论文
条目标识符http://ir.opt.ac.cn/handle/181661/96671
专题光谱成像技术研究室
通讯作者Yang, Kai
作者单位1.Amazingx Acad, Foshan, Peoples R China
2.Wuhan Univ Technol, Sanya Sci & Educ Innovat Pk, Sanya, Peoples R China
3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian, Peoples R China
推荐引用方式
GB/T 7714
Liu, Panxiong,Yang, Kai,Li, Xijie. Construction of Vehicle Driving Cycle Based on Markov Model[C]:IEEE COMPUTER SOC,2023:299-304.
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