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Control motion approach of a lower limb orthosis to reduce energy consumption

机译:控制下肢矫形器的运动方法以减少能量消耗

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摘要

By analysing the dynamic principles of the human gait, an economic gait‐control analysis is performed, and passive elements are included to increase the energy efficiency in the motion control of active orthoses. Traditional orthoses use position patterns from the clinical gait analyses (CGAs) of healthy people, which are then de‐normalized and adjusted to each user. These orthoses maintain a very rigid gait, and their energy cosT is very high, reducing the autonomy of the user. First, to take advantage of the inherent dynamics of the legs, a state machine pattern with different gains in eachstate is applied to reduce the actuator energy consumption. Next, different passive elements, such as springs and brakes in the joints, are analysed to further reduce energy consumption. After an off‐line parameter optimization and a heuristic improvement with genetic algorithms, a reduction in energy consumption of 16.8% is obtained by applying a state machine control pattern, and a reduction of 18.9% is obtained by using passive elements. Finally, by combining both strategies, a more natural gait is obtained, and energy consumption is reduced by 24.6%compared with a pure CGA pattern.
机译:通过分析人体步态的动态原理,进行了经济步态控制分析,并包括了无源元件,以提高主动矫形器运动控制中的能量效率。传统的矫形器使用健康人的临床步态分析(CGA)中的位置模式,然后将其去规范化并针对每个用户进行调整。这些矫形器保持非常僵硬的步态,并且其能量成本很高,从而降低了使用者的自主性。首先,为了利用腿的固有动力学特性,在每种状态下应用具有不同增益的状态机模式来减少执行器的能耗。接下来,分析不同的无源元件,例如关节中的弹簧和制动器,以进一步降低能耗。经过离线参数优化和遗传算法的启发式改进后,通过应用状态机控制模式,能耗可降低16.8%,而使用无源元件则可降低18.9%。最后,通过将两种策略结合起来,可以获得更自然的步态,与纯CGA模式相比,能耗降低了24.6%。

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