Back to Search Start Over

Offshore wind power generation system control using robust economic MPC scheme.

Authors :
Ma, Lele
Kong, Xiaobing
Liu, Xiangjie
Abdelbaky, Mohamed Abdelkarim
Besheer, Ahmad H.
Wang, Mingyu
Lee, Kwang Y.
Source :
Ocean Engineering. Sep2023, Vol. 283, pN.PAG-N.PAG. 1p.
Publication Year :
2023

Abstract

With the increasing penetration of wind power in the modern power system, the economic model predictive control (EMPC) has been widely employed in the control of the offshore wind power generation system for promoting the dynamic economy. A robust EMPC strategy, aiming to minimizing damage to the turbine while maximizing the electric power output, is developed in this paper to enhance the dynamic economic performance under uncertain wind speed variation. A linear model is utilized to approximate the original nonlinear behavior of the wind power generation system, while the consequent linearization error is taken as the external disturbance of the control system. A linear feedback controller with a robust control invariant set is designed to restrict the deviation between the nominal linear system and the actual nonlinear wind power generation system. Plant simulations, as well as NREL FAST code testing, are given to demonstrate the proposed controller's effectiveness throughout the overall operating region. • Develop a robust economic model predictive control for wind power generation system. • Take the uncertainty of wind speed into theoretical account. • Tackle the model mismatch through the tube-based disturbance rejection scheme. • Design the linear feedback controller to ensure the robust control invariant property. • Validate the controller effectiveness utilizing the NREL FAST and MATLAB simulations. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00298018
Volume :
283
Database :
Academic Search Index
Journal :
Ocean Engineering
Publication Type :
Academic Journal
Accession number :
169336346
Full Text :
https://doi.org/10.1016/j.oceaneng.2023.115178