首页> 外文会议>Design automation conference;ASME international design engineering technical conferences and computers and information in engineering conference >APPLICATIONS OF MUSCULOSKELETAL MODELLING AND SIMULATION FOR LOWER-LIMB PROSTHESIS DESIGN OPTIMIZATION
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APPLICATIONS OF MUSCULOSKELETAL MODELLING AND SIMULATION FOR LOWER-LIMB PROSTHESIS DESIGN OPTIMIZATION

机译:肌肉骨骼建模与仿真在下肢假体设计优化中的应用

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Lower-limb amputees can suffer from preventable pain and bone disorders attributable to suboptimal prosthesis design. Predictive modelling and simulation of human walking using conventional biomechanical gait models offer an alternative to intuition-based prosthesis design, providing insight into the biomechanics underlying pathological gait. Musculoskeletal models additionally enable understanding of prosthesis contributions to the human musculoskeletal system, and both prosthesis and individual muscle contributions to body support and propulsion during gait. Based on this review, forward dynamic simulation of amputee musculoskeletal models have been used to perform prosthesis design optimization using optimal control and reflex-based control. Musculoskeletal model complexity and assumptions inhibit fully predictive musculoskeletal modelling in its current state, hindering computational prosthesis design optimization. Future recommendations include validating musculoskeletal models and resultant optimized prosthesis designs, developing less computationally-expensive predictive musculoskeletal modelling methods, and developing more efficient patient-specific musculoskeletal model generation methods to enable personalized prosthesis optimization.
机译:下肢截肢者可因假体设计欠佳而遭受可预防的疼痛和骨骼疾病。使用传统的生物力学步态模型对人类步行进行预测建模和仿真,可以替代基于直觉的假体设计,从而洞悉病理性步态的生物力学。肌肉骨骼模型还使您能够了解假体对人体肌肉骨骼系统的贡献,以及假肢和单个肌肉在步态中对身体支撑和推进的贡献。基于此综述,截肢者肌肉骨骼模型的前向动态仿真已用于使用最佳控制和基于反射的控制来执行假体设计优化。肌肉骨骼模型的复杂性和假设抑制了当前状态下的完全预测性肌肉骨骼模型,从而阻碍了计算假体设计的优化。未来的建议包括验证肌肉骨骼模型和由此产生的优化的假体设计,开发较少计算上昂贵的预测性肌肉骨骼建模方法,以及开发更有效的针对特定患者的肌肉骨骼模型生成方法以实现个性化的假体优化。

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