Maximum power tracking for wind energy conversion systems via a high-order optimal disturbance observer-based LQR without a wind speed sensor

Altynay Kashaganova, Kanat Suleimenov, Saule Sagnaeva, Ton Duc Do

Research output: Contribution to journalArticlepeer-review

Abstract

A high-order optimal disturbance observer (HOODO) is introduced to precisely estimate the aerodynamic torque and the variable wind speed; and consequently calculate the optimal speed of the generator without measuring the wind speed. As the immeasurable wind speed is varying fast, the aerodynamic torque, which is considered as a disturbance, is also changed fast, then the conventional assumption that the disturbance is slowly-varying (i.e., its first-time derivative is zero), is not applicable. The proposed HOODO design considers the fast and stochastic characteristics of the wind speed by relaxing aforementioned conventional assumption. Moreover, via the linear optimal control theory, the parameters of the HOODO are tuned systematically by proper selection of the elements of the diagonal weighting matrices. In this study, a compromise between the observer's convergence rate and the ability to Gaussian noise suppression is also considered. This helps to solve the difficulties of many existing observers regarding the gain selection algorithms. Also in the article, for the first time, a control scheme is considered in combination with the proposed HOODO and the LQ controller. To maximize a power captured from the wind, a linear-quadratic regulator (LQR) is utilized to maintain the angular speed of the generator at the optimal speed reference. A stability analysis of the designed control scheme is also discussed. Comparative results of the HOODO under different orders as well as other observers are given to prove the effectiveness of the introduced estimation method. The obtained simulation results reveal that the HOODO has a superior estimation of disturbance. All the simulations are carried out in the MATLAB/Simulink software.

Original languageEnglish
Article number101472
JournalEngineering Science and Technology, an International Journal
Volume45
DOIs
Publication statusPublished - Sept 2023

Keywords

  • High-order optimal disturbance observer (HOODO)
  • Linear-quadratic regulator (LQR)
  • Optimal control
  • Permanent magnet synchronous generator (PMSG)
  • Wind energy conversion systems (WECS)

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Civil and Structural Engineering
  • Biomaterials
  • Mechanical Engineering
  • Hardware and Architecture
  • Fluid Flow and Transfer Processes
  • Computer Networks and Communications
  • Metals and Alloys

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