3D HUMAN LIFTING MOTION PREDICTION WITH DIFFERENT PERFORMANCE MEASURES

作者: YUJIANG XIANG , JASBIR S. ARORA , KARIM ABDEL-MALEK

DOI: 10.1142/S0219843612500120

关键词:

摘要: This paper presents an optimization-based method for predicting a human dynamic lifting task. The three-dimensional digital skeletal model has 55 degrees of freedom. Lifting motion is generated by minimizing objective function (human performance measure) subjected to basic physical and kinematical constraints. Four functions are investigated in the formulation: effort, balance criterion, maximum shear force at spine joint pressure joint. simulation results show that various measures predict different strategies: back-lifting effort generate squat-lifting motion. In addition, effects box locations on strategies also studied. All kinematics kinetic data successfully predicted using predictive dynamics algorithm optimal solution was obtained about one minute.

参考文章(24)
Philip E. Gill, Walter Murray, Michael A. Saunders, SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization SIAM Review. ,vol. 47, pp. 99- 131 ,(2005) , 10.1137/S0036144504446096
Andris Freivalds, Don B. Chaffin, Arun Garg, Kwan S. Lee, A dynamic biomechanical evaluation of lifting maximum acceptable loads. Journal of Biomechanics. ,vol. 17, pp. 251- 262 ,(1984) , 10.1016/0021-9290(84)90136-2
Cunjun Huang, Pradip N. Sheth, Kevin P. Granata, Multibody Dynamics Integrated With Muscle Models and Space-Time Constraints for Optimization of Lifting Movements ASME 2005 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. pp. 391- 398 ,(2005) , 10.1115/DETC2005-85385
Yujiang Xiang, Hyun-Joon Chung, Joo H Kim, Rajankumar Bhatt, Salam Rahmatalla, Jingzhou Yang, Timothy Marler, Jasbir S Arora, Karim Abdel-Malek, None, Predictive dynamics: an optimization-based novel approach for human motion simulation Structural and Multidisciplinary Optimization. ,vol. 41, pp. 465- 479 ,(2010) , 10.1007/S00158-009-0423-Z
R.T. Marler, J.S. Arora, Survey of multi-objective optimization methods for engineering Structural and Multidisciplinary Optimization. ,vol. 26, pp. 369- 395 ,(2004) , 10.1007/S00158-003-0368-6
Robin Burgess-Limerick, Bruce Abernethy, Toward a Quantitative Definition of Manual Lifting Postures Human Factors. ,vol. 39, pp. 141- 148 ,(1997) , 10.1518/001872097778940632
Yujiang Xiang, Jasbir S. Arora, Karim Abdel-Malek, Physics-based modeling and simulation of human walking: a review of optimization-based and other approaches Structural and Multidisciplinary Optimization. ,vol. 42, pp. 1- 23 ,(2010) , 10.1007/S00158-010-0496-8
K.P. Kothiyał, J. Mazumdar, G. Noone, A biomechanical model for optimal postures in manual lifting tasks International Journal of Industrial Ergonomics. ,vol. 10, pp. 241- 255 ,(1992) , 10.1016/0169-8141(92)90037-Z
Yujiang Xiang, Jasbir S. Arora, Hyun-Joon Chung, Hyun-Jung Kwon, Salam Rahmatalla, Rajankumar Bhatt, Karim Abdel-Malek, Predictive simulation of human walking transitions using an optimization formulation Structural and Multidisciplinary Optimization. ,vol. 45, pp. 759- 772 ,(2012) , 10.1007/S00158-011-0712-1