Application of PSO and Bacterial Foraging Optimization to Speed Control PMSM Servo Systems
| Autor: | Hieu Le Dinh, I.O Temkin |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
Electronic speed control
Computer science 020208 electrical & electronic engineering Foraging Particle swarm optimization PID controller 02 engineering and technology Servomechanism Servomotor law.invention law Control theory 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing |
| Zdroj: | 2018 IEEE Seventh International Conference on Communications and Electronics (ICCE). |
| Popis: | This paper represents a new method optimal parameters PID based on nature inspired optimization algorithms application speed control of phases Permanent Magnet Synchronous Motors (PMSM). The methods for speed control stabilization of the PMSM using the Adaptive Particle Swarm Optimization controllers (APSO) and Hybrid Bacterial Foraging Particle Swarm Optimization controllers (BFPSO). The response results of the speed control PMSM Servo Systems used APSO and BGPSO methods are compared and the conclusions are given by simulation. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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