1. Computational optimization and implementation of control system for mechatronic treadmill with body weight support system
- Author
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Sławomir Duda, Grzegorz Gembalczyk, and E. Świtoński
- Subjects
0209 industrial biotechnology ,Computer science ,Mechanical Engineering ,Process (computing) ,Body weight support ,Control engineering ,02 engineering and technology ,Mechatronics ,Fuzzy logic ,020901 industrial engineering & automation ,Gait (human) ,Control system ,Genetic algorithm ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Treadmill - Abstract
The purpose of this paper is to present a novel mechatronic system for gait re-education which consists of a body weight support system (BWS system) and a treadmill. This publication covers mainly issues related to the design and optimization process of a control algorithm dedicated for the unloading system. The proposed control system is based on a fuzzy logic controller coupled with a PID regulator. The optimization of parameters for regulators has been conducted based on numerical simulations in which a hybrid optimization method combining a genetic algorithm with a gradient algorithm has been used. The developed control system has been tested experimentally.
- Published
- 2018
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