Modelling and simulation of load connected fixed blade wind turbine with permanent magnet synchronous generators

This article deals with the study of the particle swarm optimization algorithm and its variants. After modeling the global system, a comparative study is carried out about the algorithms described in order to choose the best of those to be used thereafter. Then, the perturbed particle swarm optimization is presented to determine the optimal parameters of the proportional–integral controller for speed control to certify the tip speed ratio for maximum power point tracking of a wind energy conversion system. A numerical simulation is used in conjunction with the particle swarm optimization algorithm to determine the proportional–integral controller optimal parameters. From the simulations results, we observe that the proportional–integral controller designed with particle swarm optimization gives better results compared to the traditional method (proportional–integral manually) in terms of the performance index.

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“…By replacing Ψ d and Ψ q with their expressions in the system of voltage equation, we obtain the following equations (Al-Toma et al, 2015)…”

Section: Pmsg Modelmentioning

confidence: 99%

Optimal tuning of proportional–integral controller using particle swarm optimization algorithm for control of permanent magnet synchronous generator based wind turbine with tip speed ratio for maximum power point tracking

et al. 2020

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“…Te -Tm -BWm = JdWm (9) dt P Wr = zWm (10) where B, J and (Urn are damping constant, inertia and generator mechanical speed, respectively. …”

Section: -Psec-0033mentioning

confidence: 99%

“…The hybrid of these three control modes extends the variable speed range. In [10], a load-connected fixed blade PMSG wind turbine system has been modelled and simulated. In this reference, the generator-side controller has been modelled Jiangbiao He Member, IEEE Global Research Center General Electric Niskayuna, NY, 12309, USA jiangbiao@ieee.org and simulated to match the MPPT for obtaining high extraction of wind power when connected to a load, while the load-side controller in charge of regulating the dc-bus voltage that is converted to the load voltages.…”

Section: Introductionmentioning

confidence: 99%

Comprehensive modeling, simulation and experimental validation of Permanent Magnet Synchronous generator wind power system

Zou

2016

2016 IEEE/IAS 52nd Industrial and Commercial Power Systems Technical Conference (I&CPS)

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This paper investigates the modeling, simulation and implementation of a wind power system based on a Permanent Magnet Synchronous Generator (PMSG). A comprehensive portfolio of control schemes are discussed and verified by Matlab/Simulink simulations, in the context of grid integration and Maximum Power Point Tracking (MPPT) operations. Particularly, to investigate the Fault-Ride-Through (FRT) and robustness capabilities, various wind speed scenarios and a line voltage droop are introduced to the wind power system to investigate its dynamic performance. A reference power curve, i.e., power versus generator speed, is employed in the turbine model to implement the MPPT. In addition, a position/speed sensorless operation approach based on Sliding Mode Observer (SMO) is implemented to reduce system cost and improve control reliability. Simulation and experimental results demonstrate the robust control of the power and speed in the PMSG wind power systems.

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“…As well as the wind speed is variable , the extracted power of the wind should be maximum to achieve the highest values of efficiencies for all cases of the wind speed. [4] Nowadays, different types of controllers are developed and enhanced the wind system to get several advantages such as performance, reduction in system losses, familiarity with computer system and reduction in size and cost. Model predictive control (MPC) is one of these widely expanded control equipments that demonstrate good robustness and performance.…”

Section: Introductionmentioning

confidence: 99%

Development of space vector modulation control schemes for grid connected variable speed permanent magnet synchronous generator wind turbines

Al-Toma

Taylor

Abbod

2016

2016 51st International Universities Power Engineering Conference (UPEC)

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This paper presents modelling, simulation and analysis of novel control strategies for variable speed wind turbines driven by a Permanent Magnet Synchronous Generators (PMSG) connected to the grid. The machine side controller is designed to match Maximum Power Point Tracking (MPPT) to obtain high extraction of wind power while connected to a the grid, and the grid side controller fixes the DC voltage that is converted to fixed 3-ph AC voltages and frequency. Main strategies of PI control and Model predictive control (MPC) have been discussed and compared to each other. Simulated voltage and current profiles are also presented in the paper in different cases of operation.

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Modelling and simulation of load connected fixed blade wind turbine with permanent magnet synchronous generators

Cited by 7 publications

References 7 publications

Optimal tuning of proportional–integral controller using particle swarm optimization algorithm for control of permanent magnet synchronous generator based wind turbine with tip speed ratio for maximum power point tracking

Optimal tuning of proportional–integral controller using particle swarm optimization algorithm for control of permanent magnet synchronous generator based wind turbine with tip speed ratio for maximum power point tracking

Comprehensive modeling, simulation and experimental validation of Permanent Magnet Synchronous generator wind power system

Development of space vector modulation control schemes for grid connected variable speed permanent magnet synchronous generator wind turbines

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