An MPPT Strategy for Wind Turbines Combining Feedback Linearization and Model Predictive Control-Reference-Cited by-同舟云学术

An MPPT Strategy for Wind Turbines Combining Feedback Linearization and Model Predictive Control

Published:2023-05-22 Issue:10 Volume:16 Page:4244
ISSN:1996-1073
Container-title:Energies
language:en
Short-container-title:Energies

Author:

Jiang Ping¹²,Zhang Tianyi¹²,Geng Jinpeng¹²,Wang Peiguang¹^ORCID,Fu Lei¹

Affiliation:

1. College of Electronic Information Engineering, Hebei University, Baoding 071002, China

2. Baoding Key Laboratory of Digital Intelligent Operation and Maintenance of Wind Power Generation, Hebei University, Baoding 071002, China

Abstract

This paper proposes a model predictive controller (MPC) design based on the optimal tip-speed ratio method for maximum power point tracking (MPPT) of a direct-driven permanent magnet synchronous generator (D-PMSG)-based wind energy conversion system (WECS). To eliminate system nonlinearity and time-varying characteristics, a control variable was added at the wind turbine and the system model was feedback-linearized to create a linear time-invariant system, reducing the computational burden of the MPC and improving system performance. MATLAB/Simulink simulations were performed and the results show that the linearized system has high fidelity. Compared to traditional MPC that use an operating point to linearize the system, it has better adaptability to turbulent wind speeds, improving the stability and rapidity of the system.

Funder

Natural Science Foundation of Hebei Province

Central Government Guides Local Science and Technology Development Fund Project

Publisher

MDPI AG

Subject

Energy (miscellaneous),Energy Engineering and Power Technology,Renewable Energy, Sustainability and the Environment,Electrical and Electronic Engineering,Control and Optimization,Engineering (miscellaneous),Building and Construction

Link

https://www.mdpi.com/1996-1073/16/10/4244/pdf

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