Title :
Optimal design of a transfemoral prosthesis with energy storage and regeneration
Author :
Rarick, Rick ; Richter, H. ; van den Bogert, Antonie ; Simon, D. ; Warner, Holly ; Barto, Taylor
Author_Institution :
Cleveland State Univ., Cleveland, OH, USA
Abstract :
We describe the preliminary optimal design of an electromechanical above-knee active prosthesis with energy storage and regeneration. A DC motor-generator applies a positive or negative torque to the knee. The control system regulates the exchange of energy between the motor-generator and a supercapacitor. The central idea of the design is motivated by the mechanics, energy management, and sensor-based control that constitute human movement. We use biogeography-based optimization, which is an evolutionary algorithm, to optimize the system parameters, and we evaluate its performance with Simulink® models. We optimize three alternative prosthesis designs. Simulation results indicate that the prosthesis can be optimized to achieve knee angle tracking with an RMS error on the order of 0.2 degrees.
Keywords :
DC generators; DC motors; evolutionary computation; prosthetics; DC motor-generator; Simulink models; biogeography-based optimization; direct current motor-generator; electromechanical above-knee active prosthesis; energy management; energy regeneration; energy storage; evolutionary algorithm; human movement; knee angle tracking; mechanics; negative torque; positive torque; preliminary optimal design; prosthesis design; sensor-based control; supercapacitor; transfemoral prosthesis; Biologically-inspired methods; Modeling and simulation; Optimization algorithms;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859051