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STABILIZATION AND ENERGY OPTIMIZATION OF A DYNAMIC WALKING GAIT SIMULATION

机译:动态行走步态仿真的稳定和能量优化

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The physiological energy requirements of prosthetic gait in above-knee amputees have been observed to be significantly greater than that for normal healthy gait. Existing models of energy flow during walking, however, have not been very successful in explaining the reasons for this additional energy cost. In this paper, a new method is developed that estimates the physiological cost of walking using a multi-body dynamic model and a muscle stress based estimate of metabolic energy cost. A distinctive feature of the method is a balance controller component that dynamically maintains the stability of the model during the walking simulation. This allows for a forward dynamic analysis of many consecutive steps, and includes the metabolic cost of maintaining balance in the model. An optimization algorithm is then applied to the joint kinematic patterns to find the optimal walking motion for the model. This approach allows the simulation to find the most energy efficient gait for the model, mimicking the natural human tendency to walk with the most efficient stride length and speed. When applied to simulations of both able-bodied and amputee models, the results indicate a higher physiological cost for the amputee model, suggesting that this method more accurately represents the relative metabolic costs of able-bodied and amputee walking gait.
机译:已经观察到上膝关节中的假体步态的生理能量要求明显大于正常健康步态的大纲。然而,在步行期间的现有能量流模型在解释这种额外能源成本的原因方面并不非常成功。在本文中,开发了一种新方法,估计使用多体动态模型的行走的生理成本和基于肌肉应力的代谢能源成本。该方法的独特特征是平衡控制器组件,其动态地保持在步行仿真期间模型的稳定性。这允许对许多连续步骤进行前向动态分析,并包括在模型中保持平衡的代谢成本。然后将优化算法应用于关节运动模式,以找到模型的最佳步行运动。这种方法允许模拟来找到模型中最节能的步态,以最有效的步伐和速度为模拟的自然人倾向。当应用于能够体内和截肢模型的模拟时,结果表明截肢者模型的生理成本更高,表明该方法更准确地表示能够身体和截肢者行走步态的相对代谢成本。

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