Intelligent Variable Speed Wind Turbine Controller using the Type-2 Fuzzy Logic based on PID

Khaddouj Ben Meziane, Faiza Dib, Ismail Boumhidi

2021

Abstract

An Intelligent and optimal Interval Type-2 Fuzzy Logic (IT2FL) based on Proportional, Integral, and Derivative controller (IT2FLC-PID) is designed in this paper for the robust control of a Wind Turbine System (WTS) to guarantee high and efficient stability of the system in different operating conditions. To improve the classical PID controller efficiency and robustness, we used the interval type-2 fuzzy logic controller (IT2FLC). However, the aim of using the IT2FLC is to overcome oscillations, imprecision, and uncertainty. This approach is applied in this study to adjust and optimize the gains of the PID controller. We have designed the proposed (IT2FLC-PID) to achieve considerable stability and to increase the performance of (VS-WT) system. Furthermore, for the purpose evaluate the effectiveness and the robustness of the proposed controllers (IT2FLC-PID), the simulation results attest that the (IT2FLC-PID) comparing with (IT1FLC-PID) and (PID) controller produces robust stability and better response for Wind Turbine systems.

Paper Citation

in Harvard Style

Ben Meziane K., Dib F. and Boumhidi I. (2021). Intelligent Variable Speed Wind Turbine Controller using the Type-2 Fuzzy Logic based on PID. In Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML, ISBN 978-989-758-559-3, pages 216-221. DOI: 10.5220/0010731300003101

in Bibtex Style

@conference{bml21,
author={Khaddouj Ben Meziane and Faiza Dib and Ismail Boumhidi},
title={Intelligent Variable Speed Wind Turbine Controller using the Type-2 Fuzzy Logic based on PID},
booktitle={Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML,},
year={2021},
pages={216-221},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010731300003101},
isbn={978-989-758-559-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML,
TI - Intelligent Variable Speed Wind Turbine Controller using the Type-2 Fuzzy Logic based on PID
SN - 978-989-758-559-3
AU - Ben Meziane K.
AU - Dib F.
AU - Boumhidi I.
PY - 2021
SP - 216
EP - 221
DO - 10.5220/0010731300003101