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Comparative Performance Evaluation of Fractional Order PID Controller for Heat Flow System Using Evolutionary Algorithms

Comparative Performance Evaluation of Fractional Order PID Controller for Heat Flow System Using Evolutionary Algorithms

Rosy Pradhan, Bibhuti Bhusan Pati
Copyright: © 2019 |Volume: 10 |Issue: 4 |Pages: 23
ISSN: 1947-8283|EISSN: 1947-8291|EISBN13: 9781522566090|DOI: 10.4018/IJAMC.2019100105
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MLA

Pradhan, Rosy, and Bibhuti Bhusan Pati. "Comparative Performance Evaluation of Fractional Order PID Controller for Heat Flow System Using Evolutionary Algorithms." IJAMC vol.10, no.4 2019: pp.68-90. http://doi.org/10.4018/IJAMC.2019100105

APA

Pradhan, R. & Pati, B. B. (2019). Comparative Performance Evaluation of Fractional Order PID Controller for Heat Flow System Using Evolutionary Algorithms. International Journal of Applied Metaheuristic Computing (IJAMC), 10(4), 68-90. http://doi.org/10.4018/IJAMC.2019100105

Chicago

Pradhan, Rosy, and Bibhuti Bhusan Pati. "Comparative Performance Evaluation of Fractional Order PID Controller for Heat Flow System Using Evolutionary Algorithms," International Journal of Applied Metaheuristic Computing (IJAMC) 10, no.4: 68-90. http://doi.org/10.4018/IJAMC.2019100105

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Abstract

The main objective of the paper is to design of Fractional order PID (FOPID) controller for heat flow system using evolutionary algorithms. The recent developed metaheuristic algorithms such as Ant Lion Optimizer (ALO), Grey Wolf Optimizer (GWO) and Moth Flame Optimizer (MFO) are used in the FOPID design. The FOPID design for heat flow system is formulated as an optimization problem to minimize different indices error such as Integral Absolute Error (IAE), Integral Squared Error (ISE), Integral Time Absolute Error (ITAE), Integral Time Squared Error (ITSE). The evolutionary algorithm based FOPID control performances are compared with PID control performance for the heat flow system. In addition, the proposed methods have superiority value in terms of transient and frequency domain analysis than the traditional and PID methods. Comparative performance evaluation of meta-heuristic based FOPID design for heat flow system has not carried out before.

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