Multiple Model Predictive Control for Wind Turbines With Doubly Fed Induction Generators

Soliman, Mostafa; Malik, O.P.; Westwick, David T.

doi:10.1109/tste.2011.2153217

Cited by 185 publications

(109 citation statements)

References 20 publications

Supporting

Mentioning

107

Contrasting

Unclassified

Order By: Relevance

“…Two strategies are used in literature [18], with or without speed control. In this paper, we used the strategy with speed control; it permits to conduct the speed wind turbine to the desired value which corresponds to the maximum power point.…”

Section: IIImentioning

confidence: 99%

Direct Power Control of Brushless Doubly-fed Induction Generator Used in Wind Energy Conversion System

Rahab

Senani

Benalla

2017

IJPEDS

View full text Add to dashboard Cite

This article describes firstly a wind power production line, principally a wind turbine constitutes her and brushless doubly fed induction generator (BDFIG). The models of these components are developed, and control objective of BDFIG is to achieve a dynamic performance similar to the doubly fed induction generator (DFIG) using a stator flux field oriented control (FOC) and direct power control (DPC) strategy. After, the simulation program using Matlab/Simulink has been developed. The performances of this strategy are evaluated and analyzed, so the results shows a good robustness great dynamic and a precision of speed.

show abstract

Section: IIImentioning

confidence: 99%

Direct Power Control of Brushless Doubly-fed Induction Generator Used in Wind Energy Conversion System

Rahab

Senani

Benalla

2017

IJPEDS

View full text Add to dashboard Cite

show abstract

“…Table II summarises a list of control and measured variables used in literature and their possible corresponding constraints. The actuator limits and system constraints vary between turbines; in this paper, the author provides only the general range of limits used in various literature [8], [9], [2].…”

Section: B Model Descriptionmentioning

confidence: 99%

A review on applications of model predictive control to wind turbines

Lio

Rossiter

Jones

2014

2014 UKACC International Conference on Control (CONTROL)

View full text Add to dashboard Cite

Abstract-This paper aims to give an overview of the recent development and benefits of model predictive control in wind turbines and its future potential. For a modern large wind turbine, the main objective of control is to maximise the power production while maintaining the fatigue loads to be minimal. With such multiple objectives, a multivariable system and actuators constraints the popular PI controller may become ineffective or hard to tune whereas MPC provides a systematic approach for designing a multivariable controller incorporating the knowledge of actuator constraints. This paper reviews the wind turbine control problem and in particular gives a survey of the use of model predictive control on wind turbines.

show abstract

“…According to WT operation regions that will be explained in the next section, the researchers applied different control methodologies by using generator speed control to harvest maximum energy in region II, using blade pitch control to reduce mechanical loads and maintenance cost in region III, or a combination of both. Model-based strategies have been studies for region II control [2] [3] [4]. The model-based control approaches can achieve good performance for some ranges of operating conditions but these methods have some limitations and difficulties as the mathematical model of the system is directly incorporated into the controller.…”

Section: Introductionmentioning

confidence: 99%

Power Maximization and Control of Variable-Speed Wind Turbine System Using Extremum Seeking

Rafaat¹,

Hussein²

2018

JPEE

View full text Add to dashboard Cite

Maximizing the power capture is an important issue to the turbines that are installed in low wind speed area. In this paper, we focused on the modeling and control of variable speed wind turbine that is composed of two-mass drive train, a Squirrel Cage Induction Generator (SCIG), and voltage source converter control by Space Vector Pulse Width Modulation (SPVWM). To achieve Maximum Power Point Tracking (MPPT), the reference speed to the generator is searched via Extremum Seeking Control (ESC). ESC was designed for wind turbine region II operation based on dither-modulation scheme. ESC is a model-free method that has the ability to increase the captured power in real time under turbulent wind without any requirement for wind measurements. The controller is designed in two loops. In the outer loop, ESC is used to set a desired reference speed to PI controller to regulate the speed of the generator and extract the maximum electrical power. The inner control loop is based on Indirect Field Orientation Control (IFOC) to decouple the currents. Finally, Particle Swarm Optimization (PSO) is used to obtain the optimal PI parameters. Simulation and control of the system have been accomplished using MATLAB/Simulink 2014.

show abstract

Multiple Model Predictive Control for Wind Turbines With Doubly Fed Induction Generators

Cited by 185 publications

References 20 publications

Direct Power Control of Brushless Doubly-fed Induction Generator Used in Wind Energy Conversion System

Direct Power Control of Brushless Doubly-fed Induction Generator Used in Wind Energy Conversion System

A review on applications of model predictive control to wind turbines

Power Maximization and Control of Variable-Speed Wind Turbine System Using Extremum Seeking

Contact Info

Product

Resources

About