月壤力学特性参数的研究可以使人们了解更多的星球地质学信息,也是进行月球探测车等设备开发以及未来从事人类月球活动的工程基础。利用月球车轮地作用测试平台和模拟月壤对6种不同尺寸和轮刺的车轮进行试验,利用传统压板试验和剪切试验测量土壤力学参数。针对月球车轮地作用地面力学积分模型进行耦合度和参数敏感度分析,进而将8个力学参数分为3组,即接触角系数、承压特性参数和剪切特性参数。提出一种循环迭代的参数辨识方法,利用相关度最大的挂钩牵引力、沉陷量和前进阻力矩分别对3组参数依次进行辨识。采用试验数据进行验证,结果表明,此方法可以高精度地辨识土壤的3个剪切参数,组合沉陷模量可以设定为一典型值,接触角系数和沉陷指数系数与车轮相关,反映了车轮的轮刺效应和尺寸效应。该方法避免了简化模型带来的参数辨识误差,实现了对于月壤参数的全面辨识,既可以估计月壤特性,还可以提高轮地作用力学模型的预测精度。
The research of lunar soils’ mechanical property parameters can both improve our scientific knowledge of the moon’s geological properties, and provide engineering knowledge required for development of exploration rovers or future human settlement activities. Experiments are carried out for six kinds of wheels with different dimensions and wheel lugs using the wheel-terrain interaction test-bed developed for lunar rovers and lunar soil stimulant, the mechanical property parameters of which are measured by conventional plate-sinkage experiments and shearing experiments. The degree of coupling and parameter sensitivity are analyzed for the integrated wheel-soil interaction terramechanics model, based on which the eight mechanical parameters are divided into three groups, i.e., contact angle coefficients, bearing performance parameters and shearing performance parameters. A cyclic iterative parameter identification approach is brought forward to estimate the three groups of parameters step by step, using the measured data that have maximum correlativity with them respectively, i.e., drawbar pull, wheel sinkage, and resistance moment. The experimental data are adopted to verify the approach, it is proved that three of the shearing parameters of soil can be identified with high precision; the lumped sinkage modulus can be set to a typical value; the sinkage exponent coefficients and contact angle coefficients are correlated to the wheel, reflecting the effects of wheel dimensions and lugs. The parameter identification error caused by the simplified models is decreased effectively, and mechanical parameters of the lunar soil can be identified comprehensively. This approach can be used for estimating soil property and it can improve prediction precision of wheel-soil interaction mechanics model.
[1] Gromov V. Physical and mechanical properties of lunar and planetary soils[J]. Earth Moon and Planets, 1999, 80(1-3): 51-72.
[2] Moore H J, Clow G D, Hutton R E. A summary of viking sample trench analyses for angles of internal friction and cohesion[J]. Journal of Geophysical Research, 1982, 87: 10043-10050.
[3] Hong W. Modeling, estimation, and control of robot-soil interactions. Massachusetts, USA: Doctoral Dissertation of Massachusetts Institute of Technology, 2001.
[4] The Rover Team. Characterization of the Martian surface deposits by the Mars pathfinder rover, sojourner[J]. Science, 1997, 278(5344): 1765-1768.
[5] Arvidson R E, Anderson R C, Haldemann A F C, et al. Physical properties and localization investigations associated with the 2003 Mars exploration rovers[J]. Journal of Geophysical Research Planets, 2003, 108(E12): 8070.
[6] Arvidson R E, Anderson R C, Bartlett P, et al. Localization and physical properties experiments conducted by Spirit at Gusev crater[J]. Science, 2004, 305(5685): 821-824.
[7] Arvidson R E, Anderson R C, Bartlett P, et al. Localization and physical property experiments conducted by Opportunity at Meridiani planum[J]. Science, 2004, 306(5702): 1730-1733.
[8] Apostolopoulos D S. Analytical configuration of wheeled robotics locomotion. The Robotics Institute of Carnegie Mellon University Technical Report CMU-RI-TR-01-08, 2001.
[9] Patel N, Ellery A, Allouis E, et al. Rover mobility performance evaluation tool(RMPET): a systematic tool for rover chassis evaluation via application of Bekker theory//Proceedings of the 8th ESA Workshop on Advanced Space Technologies for Robotics and Automation. 2004: 251-258.
[10] Sohl G, Jain A. Wheel-terrain contact modeling in the ROAMS planetary rover simulation//Proceedings of IDETCV05 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. 2005:1-9.
[11] Ishigami G, Miwa A, Nagatani K, et al. Terramechanics-based model for steering maneuver of planetary exploration rovers on loose soil[J]. Journal of Field Robotics, 2007, 24(3): 233-250.
[12] Ishigami G, Nagatani K, Yoshida K. Path planning for planetary exploration rovers and its evaluation based on wheel slip dynamics//IEEE International Conference on Robotics and Automation. 2007: 2361-2366.
[13] 孙刚, 高峰, 李雯. 地面力学及其在星球探测研究中的应用[J]. 力学进展, 2007, 37(3): 453-464. Sun Gang, Gao Feng, Li Wen. Terramechanics and its application in planetary exploration[J]. Advances in Mechanics, 2007, 37(3): 453-464. (in Chinese)
[14] Shibly H, Iagnemma K, Dubowsky S. An equivalent soil mechanics formulation for rigid wheels in deformable terrain, with application to planetary exploration rovers[J]. Journal of Terramechanics, 2005, 42(1): 1-13.
[15] Iagnemma K, Kang S, Shibly H, et al. Online terrain parameter estimation for wheeled mobile robots with application to planetary rovers[J]. IEEE Transactions on Robotics, 2004, 20(5): 921-927.
[16] Hutangkabodee S, Zweiri Y H, Seneviratne L D, et al. Performance prediction of a wheeled vehicle on unknown terrain using identified soil parameters //IEEE International Conference on Robotics and Automation. 2006: 3356-3361.
[17] 崔平远,刘冰,居鹤华.月壤力学参数在线估计算法研究[J].计算机测量与控制, 2008, 16(2): 245-247. Cui Pingyuan, Liu Bing, Ju Hehua. Research on mechanical parameters online estimation of lunar soil[J]. Computer Measurement and Control, 2008, 16(2): 245-247.(in Chinese)
[18] Ding L, Yoshida K, Nagatani K, et al. Parameter identification for planetary soil based on decoupled analytical wheel-soil interaction terramechanics model//IEEE/RSJ International Conference on Intelligent Robots and Systems. 2009: 4122-4127.
[19] 丁亮,高海波,邓宗全, 等. 基于应力分布的月球车轮地相互作用地面力学模型[J].机械工程学报, 2009, 45(7): 49-55. Ding Liang, Gao Haibo, Deng Zongquan, et al. Terramechanics model for wheel-terrain interaction of lunar rover based on stress distribution [J]. Journal of Mechanical Engineering, 2009, 45(7): 49-55.(in Chinese)
[20] 丁亮. 月/星球车轮地作用地面力学模型及其应用研究. 哈尔滨: 哈尔滨工业大学机电工程学院, 2009. Ding Liang. Wheel-soil interaction terramechanics for lunar/planetary exploration rovers: modeling and application. Harbin: School of Mechatronic Engineering, Harbin Institute of Technology, 2009.(in Chinese)
[21] Bekker G. Introduction to terrain—vehicle systems[M]. Michigan: University of Michigan Press, 1969.
[22] Janosi Z, Hanamoto B. Analytical determination of drawbar pull as a function of slip for tracked vehicle in deformable soils//Proceedings of the 1st International Conference of ISTVS. Torino: International Society for Terrain-Vehicle Systems, 1961: 707-726.
[23] Ding L, Gao H B, Deng Z Q, et al. Experimental study and analysis on driving wheels’ performance for planetary exploration rovers moving in deformable soil[J]. Journal of Terramechanics, 2011, 48(1): 27-45.
[24] Ding L, Gao H B, Deng Z Q, et al. Wheel slip-sinkage and its prediction model of lunar rover[J]. Journal of Central South University Technology, 2010, 17(1): 129-135.
[25] Ding L, Gao H B, Deng Z Q. Slip ratio for lugged wheel of lunar rover in deformable soil: definition and estimation//IEEE/RSJ International Conference on Intelligent Robots and Systems. 2009: 3343-3348.
[26] Wong J Y, Reece A R. Prediction of rigid wheel performance based on analysis of soil-wheel stresses, Part I: performance of driven rigid wheels[J]. Journal of Terramechanics, 1967, 4(1): 81-98.
[27] 邓宗全, 丁亮, 高海波, 等. 月壤特性对月球车轮地相互作用力学的影响[J]. 哈尔滨工业大学学报, 2010, 42(11): 1724-1729. Deng Zongquan, Ding Liang, Gao Haibo, et al. Influence of soil properties on lunar rover’s wheel-soil interaction mechanics[J]. Journal of Harbin Institute of Technology, 2010, 42(11): 1724-1729. (in Chinese)