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Design Modified Fuzzy Hybrid Technique: Tuning By GDO

Mohammad Shamsodini, Farzin Piltan, Mahdi Jafari, Omid Reza Sadrnia, Omid Mahmoudi

发表年份
2013
引用次数
19
访问权限
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摘要

The Proportional Integral Derivative (PID) Fuzzy hybrid (switching mode computed torque sliding mode) Controller is presented in this research. The popularity of PID FHC controllers can be attributed to their robust performance in a wide range of operating conditions and partly to their functional simplicity. The process of setting of PID FHC controller can be determined as an optimization task. Over the years, use of intelligent strategies for tuning of these controllers has been growing. Biologically inspired evolutionary strategies have gained importance over other strategies because of their consistent performance over wide range of process models and their flexibility. This paper analyses the manual tuning techniques and compares the same with Gradient Descent tuning methods for tuning PID FHC controllers for flexible robot manipulator system and testing of the quality of process control in the simulation environment of MATLAB/SIMULINK Simulator.

关键词

Computer scienceFuzzy logicArtificial intelligence

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