DocumentCode
184333
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
fYear
2014
fDate
4-6 June 2014
Firstpage
4108
Lastpage
4113
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;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference (ACC), 2014
Conference_Location
Portland, OR
ISSN
0743-1619
Print_ISBN
978-1-4799-3272-6
Type
conf
DOI
10.1109/ACC.2014.6859051
Filename
6859051
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