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

المؤلفون المشاركون

Li, Junyi
Chen, Qijuan

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-11، 11ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2015-10-01

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

هندسة مدنية

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1074824