Fuzzy Algorithms for Fractional PID Control Systems
| Autor: | Ramiro S. Barbosa, Isabel S. Jesus |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
Nonlinear system
Computer science Robustness (computer science) 020209 energy 0202 electrical engineering electronic engineering information engineering PID controller 020206 networking & telecommunications ComputingMethodologies_GENERAL 02 engineering and technology Fuzzy control system Fuzzy logic Algorithm Fractional calculus |
| Zdroj: | Hybrid Intelligent Systems ISBN: 9783030143466 HIS |
| DOI: | 10.1007/978-3-030-14347-3_42 |
| Popis: | This article investigates the use of fuzzy algorithms for fractional PID control systems. The tuning of the fuzzy controllers is based on the prior knowledge of integer or fractional-order control strategy. The suggested fuzzy controllers are fine tuned using a genetic algorithm (GA). The effectiveness and robustness of the proposed methodology is illustrated through its application on the control of a fractional-order plant. The simulation results show the better performance of nonlinear fuzzy algorithms of fractional-order. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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