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PID Tuning Of Process Plant Using Evolutionary Algorithm

Guong, Robert Ling Leh (2014) PID Tuning Of Process Plant Using Evolutionary Algorithm. Universiti Teknologi PETRONAS. (Unpublished)

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PID controller is one of the most robust and well-implemented controller in today’s industry. The mature and stable performance of it had increased the usage of the PID controller in multiple fields such as process control, robotic and chemical plants. However, the advancement of technology has urged the industry to improve overall process in term of its overshoot, rise time, settling and other domains. In this project, Evolutionary algorithm (Particle Swarm Optimization) is implemented to optimize the controller parameters in order to improve the system performance of the real pressure plant. Simulation and experimental work are carried out side by side to prove the feasibility of the PSO method. The results show that PSO had successfully improved the overall system performance of the real pressure plant in term of percentage overshoot, rise time. There is always a trade-off for the system performance parameters (percentage overshoot, rise time and settling time) and it is depending on the type of applications.

Item Type: Final Year Project
Academic Subject : Academic Department - Electrical And Electronics - Pervasisve Systems - Digital Electronics - Design
Subject: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Engineering > Electrical and Electronic
Depositing User: Users 2053 not found.
Date Deposited: 10 Oct 2014 11:06
Last Modified: 25 Jan 2017 09:37
URI: http://utpedia.utp.edu.my/id/eprint/14249

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