Fractional Order Controller Designing with Firefly Algorithm and Parameter Optimization for Hydroturbine Governing System

Joint Authors

Li, Junyi
Chen, Qijuan

Source

Mathematical Problems in Engineering

Issue

Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-11, 11 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2015-10-01

Country of Publication

Egypt

No. of Pages

11

Main Subjects

Civil Engineering

Abstract EN

A fractional order PID (FOPID) controller, which is suitable for control system designing for being insensitive to the variation in system parameter, is proposed for hydroturbine governing system in the paper.

The simultaneous optimization for several parameters of controller, that is, K i , K d , K p , λ , and μ , is done by a recently developed metaheuristic nature-inspired algorithm, namely, the firefly algorithm (FA), for the first time, where the selecting, moving, attractiveness behavior between fireflies and updating of brightness, and decision range are studied in detail to simulate the optimization process.

Investigation clearly reveals the advantages of the FOPID controller over the integer controllers in terms of reduced oscillations and settling time.

The present work also explores the superiority of FA based optimization technique in finding optimal parameters of the controller.

Further, convergence characteristics of the FA are compared with optimum integer order PID (IOPID) controller to justify its efficiency.

What is more, analysis confirms the robustness of FOPID controller under isolated load operation conditions.

American Psychological Association (APA)

Li, Junyi& Chen, Qijuan. 2015. Fractional Order Controller Designing with Firefly Algorithm and Parameter Optimization for Hydroturbine Governing System. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1074824

Modern Language Association (MLA)

Li, Junyi& Chen, Qijuan. Fractional Order Controller Designing with Firefly Algorithm and Parameter Optimization for Hydroturbine Governing System. Mathematical Problems in Engineering No. 2015 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1074824

American Medical Association (AMA)

Li, Junyi& Chen, Qijuan. Fractional Order Controller Designing with Firefly Algorithm and Parameter Optimization for Hydroturbine Governing System. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1074824

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1074824