Study on the Design Method of Driving Cycle with Road Grade Based on Markov Chain Model

机译：基于马尔可夫链模型的道路坡度驾驶循环设计方法研究

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

Driving cycles are produced for describing the characteristics of a specific vehicle under certain traffic environment. Heavy duty truck and HEV(hybrid electrical vehicle) are obviously influenced by road grade and a driving cycle with road grade is necessary for studying on them. This article collected heavy duty truck driving data in motorway. Then expound the Markov property of driving data form phase space and correlation coefficient under the condition of state space defined by velocity， acceleration and road grade. At last a three parameters Markov chain model is constructed and used to design a driving cycle with synchronized velocity and road grade.

机译：产生驾驶循环以描述在特定交通环境下特定车辆的特性。重型卡车和混合动力汽车（HEV）显然受道路坡度的影响，因此有必要研究具有道路坡度的驾驶循环。本文收集了高速公路上的重型卡车驾驶数据。然后阐述了由速度，加速度和道路坡度定义的状态空间条件下，相空间和相关系数的驱动数据的马尔可夫性质。最后，构建了三个参数的马尔可夫链模型，并用于设计具有同步速度和道路坡度的驾驶循环。

著录项

来源
《IEEE Vehicle Power and Propulsion Conference》|2015年|1-5|共5页
会议地点
作者
Yue Bingjian; Shi Shuming; Lin Nan; Guo Ping; Li Zhenglei; Zhang Zhiwu;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类
关键词
Acceleration; Correlation; Correlation coefficient; Markov processes; Mathematical model; Roads; Vehicles;

机译：加速;相关性相关系数;马尔可夫过程;数学模型;道路;汽车;

相似文献

外文文献
中文文献
专利

1. Comparison of driving cycles obtained by the Micro-trips, Markov-chains and MWD-CP methods [J] . José Ignacio Huertas, Luis Felipe Quirama, Michael Daniel Giraldo, International Journal of Sustainable Energy Planning and Management . 2019,第4期

机译：通过微行程，马尔可夫链和MWD-CP方法获得的行驶周期比较
2. A driving cycle construction methodology combining k-means clustering and Markov model for urban mixed roads [J] . Peng Yuhui, Zhuang Yuan, Yang Yinghui Proceedings of the Institution of Mechanical Engineers, Part D. Journal of Automobile Engineering . 2020,第2a3期

机译：K-Means聚类和马尔可夫模型对城市混合道路结合的驾驶周期施工方法
3. Development of processing methodologies used to form complete driving-cycle dynamometer tests based on urban on-road driving and road gradient data [J] . Tzirakis Evangelos, Zannikos Fanourios Proceedings of the Institution of Mechanical Engineers, Part D. Journal of Automobile Engineering . 2015,第1期

机译：基于城市道路行驶和道路坡度数据的处理方法的开发，以形成完整的驾驶循环测功机测试
4. Study on the Design Method of Driving Cycle with Road Grade Based on Markov Chain Model [C] . Yue Bingjian, Shi Shuming, Lin Nan, IEEE Vehicle Power and Propulsion Conference . 2015

机译：基于马尔可夫链模型的道路级驾驶周期设计方法研究
5. Integrated Sustainability Assessment and Design of Processes, Supply Chains, Ecosystems and Economy Using Life Cycle Modeling Methods [D] . Ghosh, Tapajyoti. 2019

机译：使用生命周期建模方法综合可持续性评估和工艺，供应链，生态系统和经济的设计
6. A Driver’s Physiology Sensor-Based Driving Risk Prediction Method for Lane-Changing Process Using Hidden Markov Model [O] . Yan Li, Fan Wang, Hui Ke, 2019

机译：基于隐马尔可夫模型的基于驾驶员生理传感器的车道变更过程驾驶风险预测方法
7. Derivation of Real Driving Emission Cycles based on Real-world Driving Data - Using Markov Models and Threshold Accepting [O] . Roman Liessner, Robert Fechert, Bernard Bäker 2017

机译：基于现实世界驾驶数据的实际驾驶发射周期推导 - 使用马尔可夫模型和阈值接受

Study on the Design Method of Driving Cycle with Road Grade Based on Markov Chain Model

摘要

著录项

相似文献

相关主题

期刊订阅