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 |
DOI | 10.1109/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. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Construction of Vehi(1029KB) | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 |
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