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Lower Limb Exoskeleton - Energy Optimization of Bipedal Walking With Energy Recycling - Modeling and Simulation

Hao Lee, Jacob Rosén

2023IEEE Robotics and Automation Letters11 citationsDOI

Abstract

Humans tend to use more energy to walk compared to other limb-based locomotion animals. This higher energy usage is due to “heel strikes” and “negative work” during human gait. Passive walkers elevate this phenomenon by utilizing elastic joints that absorb/reuse some of the negative work. The objective of this study is to absorb energy at one phase of the gait cycle, store it, and then release it at a later phase through the use of a lower limb exoskeleton. Knee geometry is one important factor in energy efficiency during gait. Animals with reversed knees compared to humans (backward knee), such as ostriches, exhibit improved energy efficiency. As part of this study, new energy optimization strategies were developed utilizing collision-based ground reaction forces and a discrete lagrangian. The minimal cost of transport (CoT) gait patterns were calculated with both forward-knee and backward-knee human-exoskeleton models. Simulation results show that wearing a backward-knee exoskeleton can reduce the CoT by 15% of while carrying external loads ranging from 20 to 60 kg. In addition, when the exoskeleton utilized energy recycling, the CoT was shown to be further reduced to 35%. These simulation results suggested that the optimal design for an exoskeleton aimed at utilizing energy recycling principles should incorporate backward-knee configurations much like those found in energy-efficient biped/quadruped animals.

Topics & Concepts

ExoskeletonGaitGait cycleWork (physics)Mechanical energySimulationEnergy (signal processing)Ground reaction forceComputer scienceHeelControl theory (sociology)Physical medicine and rehabilitationEngineeringStructural engineeringKinematicsMathematicsPhysicsMechanical engineeringMedicineArtificial intelligencePower (physics)StatisticsClassical mechanicsQuantum mechanicsControl (management)Prosthetics and Rehabilitation RoboticsMuscle activation and electromyography studiesRobotic Locomotion and Control
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