Stability Enhancement of Plant Model by using Artificial Intelligence
(Sprache: Englisch)
This Book demonstrates the detail how to employ the modern methods to search efficiently the optimal PID controller parameters of a plant transfer function. In this project the values of kp, ki and kd are manipulated to maintain the stability of the system....
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This Book demonstrates the detail how to employ the modern methods to search efficiently the optimal PID controller parameters of a plant transfer function. In this project the values of kp, ki and kd are manipulated to maintain the stability of the system. PSO, BFO and ACO works on the basis of exploration and exploitation. Exploration covers large area where as exploitation covers the small area. Use of PSO, BFO and ACO methods tuned the PID parameter to make them more general and to achieve the steady state error lime, also to improve the dynamic behavior of the system. It is observed from MATLAB simulation result that ACO algorithm provides better performance and stability as compared to PSO and BFO. The proposed approach had superior features including easy implementation and good computation efficiency.
Autoren-Porträt von Chaman Yadav
Yadav, ChamanChaman Yadav has completed his Masters in Power System Engineering having keen knowledge in the field of power quality methodology. Artificial Intelligence is the vast field of doing the automatic techniques in any field. Artificial intelligence provides a fast and time domain techniques which will regulate the unstable system into stable.
Bibliographische Angaben
- Autor: Chaman Yadav
- 2019, 112 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 6139886333
- ISBN-13: 9786139886333
Sprache:
Englisch
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