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Modeling and multiobjective optimization of traction performance for autonomous wheeled mobile robot in rough terrain
  • ISSN号:1000-0801
  • 期刊名称:《电信科学》
  • 时间:0
  • 分类:TP24[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]College of Mechanical and Electrical Engineering, Harbin Engineering University, Harbin 150001, China
  • 相关基金:Project supported by the National Natural Science Foundation of China (No. 60775060), the Natural Scicncc Foundation of Heilongjiang Province of China (No. F200801), thc Specialized Research Fund for the Doctoral Program of Higher Education (Nos. 200802171053 and 20102304110006), and the Harbin Science and Technology Innova- tion Talents Special Fund (No. 2012RFXXG059), China
中文摘要:

Application of terrain-vehicle mechanics for determination and prediction of mobility performance of autonomous wheeled mobile robot(AWMR) in rough terrain is a new research area currently receiving much attention for both terrestrial and planetary missions due to its significant role in design,evaluation,optimization,and motion control of AWMRs.In this paper,decoupled closed form terramechanics considering important wheel-terrain parameters is applied to model and predict traction.Numerical analysis of traction performance in terms of drawbar pull,tractive efficiency,and driving torque is carried out for wheels of different radii,widths,and lug heights,under different wheel slips.Effects of normal forces on wheels are analyzed.Results presented in figures are discussed and used to draw some conclusions.Furthermore,a multiobjective optimization(MOO) method for achieving optimal mobility is presented.The MOO problem is formulated based on five independent variables including wheel radius r,width b,lug height h,wheel slip s,and wheel rotation angle θ with three objectives to maximize drawbar pull and tractive efficiency while minimizing the dynamic traction ratio.Genetic algorithm in MATLAB is used to obtain optimized wheel design and traction control parameters such as drawbar pull,tractive efficiency,and dynamic traction ratio required for good mobility performance.Comparison of MOO results with experimental results shows a good agreement.A method to apply the MOO results for online traction and mobility prediction and control is discussed.

英文摘要:

Application of terrain-vehicle mechanics for determination and prediction of mobility performance of autonomous wheeled mobile robot (AWMR) in rough terrain is a new research area currently receiving much attention for both terrestrial and planetary missions due to its significant role in design, evaluation, optimization, and motion control of AWMRs. In this paper, decoupled closed form terramechanics considering important wheel-terrain parameters is applied to model and predict traction. Numerical analysis of traction performance in terms of drawbar pull, tractive efficiency, and driving torque is carried out for wheels of different radii, widths, and lug heights, under different wheel slips. Effects of normal forces on wheels are analyzed. Results presented in figures are discussed and used to draw some conclusions. Furthermore, a multiobjective optimization (MOO) method for achieving optimal mobility is presented. The MOO problem is formulated based on five independent variables in- eluding wheel radius r, width b, lug height h, wheel slip s, and wheel rotation angle 0 with three objectives to maximize drawbar pull and tractive efficiency while minimizing the dynamic traction ratio. Genetic algorithm in MATLAB is used to obtain opti- mized wheel design and traction control parameters such as drawbar pull, tractive efficiency, and dynamic traction ratio required for good mobility performance. Comparison of MOO results with experimental results shows a good agreement. A method to apply the MOO results for online traction and mobility prediction and control is discussed.

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期刊信息
  • 《电信科学》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国通信学会 人民邮电出版社
  • 主编:韦乐平
  • 地址:北京市丰台区成寿寺路11号邮电出版大厦8层
  • 邮编:100078
  • 邮箱:dxkx@ptpress.com.cn
  • 电话:010-81055443
  • 国际标准刊号:ISSN:1000-0801
  • 国内统一刊号:ISSN:11-2103/TN
  • 邮发代号:2-397
  • 获奖情况:
  • 获第二届全国优秀科技期刊评比三等奖(1997年),获中国科协优秀科技期刊二等奖(1997年),在第四次邮电科技期刊质量检查评比中荣获优秀科技...,国家新闻出版总署将《电信科学》列为“中国期刊方...,获第三届中国科技优秀科技期刊奖三等奖(2002年),在第五次通信行业科技期刊质量检查评比中荣获优秀...,在第六次通信行业科技期刊质量检查评比中荣获优秀...,2008年再次入选《中文核心期刊要目总览》,2009年入选中国科技论文统计
  • 国内外数据库收录:
  • 美国剑桥科学文摘,英国科学文摘数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:12435