Hybrid intelligent control of PMSG wind generation system using pitch angle control with RBFN

Lin, Whei-Min; Hong, Chih-Ming; Ou, Ting-Chia; Chiu, Tai-Ming

doi:10.1016/j.enconman.2010.09.020

Cited by 74 publications

(50 citation statements)

References 15 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The wind turbine input is the variable wind and the output is the mechanical power turning the generator rotor blades [4], [15].The output mechanical power available from a wind turbine can be obtained by…”

Section: A Wind Turbine Characteristicsmentioning

confidence: 99%

“…The wind generator chosen for this study is a three-phase PMSG, where the mechanical torque (T m ), electrical torque (T e ) and dynamic equation can be found in [4]. The machine model of a PMSG can be described in the rotor rotating reference frame as follows [4] = + + (4) = + + (5) and …”

Section: B Pmsgmentioning

confidence: 99%

“…The machine model of a PMSG can be described in the rotor rotating reference frame as follows [4] = + + (4) = + + (5) and …”

Section: B Pmsgmentioning

confidence: 99%

“…is the turbine speed of blade radius . C p is a function of the T and the blade pitch angle β, and is generally defined with [4] where C p1 to C p9 are the wind turbine constant coefficients of C p…”

Section: A Wind Turbine Characteristicsmentioning

confidence: 99%

“…Researchers have examined induction generators with wound-rotor or cage-type rotors [2], [3], but in recent years there has been increasing interest in Permanent Magnet Synchronous Generators (PMSG). Such generators are attractive due to their compact structure, high air-gap flux density, high power density, high torque-to-inertia ratio, and high torque capability [4]. When OWFs deliver a large amount of electric power to power grids, the inherent power fluctuations that occur can have adverse impacts on the power quality of the systems to which they are connected.…”

Section: Introductionmentioning

confidence: 99%

See 4 more Smart Citations

Design of a Novel Intelligent Damping Controller for UPFC in Power System Connected Offshore Wind Power Applications

Lin¹,

Lu²

2015

IJIRSET

View full text Add to dashboard Cite

This paper proposes a unified power flow controller (UPFC)-based oscillation damping controller for use with a permanent magnet synchronous generator (PMSG)-based offshore wave farm (OWF). A novel intelligent damping controller (NIDC) was used to increase the stability of power control and improve the performance, where the proposed NIDC consists of the adaptive critic network, the Functional Link based Elman Neural Network (FLENN), and PID linear damping controller. The UPFC is used with the NIDC to OWF, which is connected to a single-machine infinite-bus to improve system stability. The PID damping controller is analysis of complex eigenvalues based on a theory of modal control. The node connecting weights of the FLENN and critic network are trained online. The proposed NIDC can be used to achieve better damping characteristics. The internal power fluctuations in the power system can also be effectively alleviated under variable wind power generation.

show abstract

Section: A Wind Turbine Characteristicsmentioning

confidence: 99%

Section: B Pmsgmentioning

confidence: 99%

“…The machine model of a PMSG can be described in the rotor rotating reference frame as follows [4] = + + (4) = + + (5) and …”

Section: B Pmsgmentioning

confidence: 99%

Section: A Wind Turbine Characteristicsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 3 more Smart Citations

Design of a Novel Intelligent Damping Controller for UPFC in Power System Connected Offshore Wind Power Applications

Lin¹,

Lu²

2015

IJIRSET

View full text Add to dashboard Cite

show abstract

Improving fault ride through capability of induction generator‐based wind farm using static compensator during asymmetrical faults

khani

2021

Int Trans Electr Energ Syst

View full text Add to dashboard Cite

The growing trend of using wind turbines makes challenges to supply safe power to the power system. In fact, the fault ride through (FRT) capability of wind turbines is a serious phenomenon in their safe operation. In this paper, a new control method is proposed to improve the capability of wind farms in asymmetrical fault conditions. This method is based on releasing computed reactive power by the static compensator (STATCOM) to the grid during the fault to overcome the deep voltage of the point of common coupling (PCC). Although there are many studies to control wind turbines in fault condition using STATCOM, the main strength point of this study is the appropriate performance of the proposed system in asymmetrical faults. This feature is operated and simulated on 14 Bus standard grid to investigate the appropriate operation of a wind farm in a real grid. Also, by controlling the reactive power, preventing deep voltage collapse is achieved during the fault. Also, the wind turbine, STATCOM, and their control systems are formulated, modeled, and simulated in MATLAB/Simulink environment.

show abstract

A new sliding mode control strategy for variable-speed wind turbine power maximization

Tahir

Belfedal

Allaoui

et al. 2018

Int Trans Electr Energ Syst

View full text Add to dashboard Cite

The paper proposes a new sliding mode power control strategy for a wound-field synchronous generator-based variable speed wind energy conversion systems to maximize the power extracted from the wind turbine. The proposed controller can handle the inherent nonlinearities in wind energy conversion systems and the randomness of the wind speed as well as the uncertainties of the model and external disturbances. To reduce the chattering phenomenon that characterizes conventional sliding mode control, a sigmoid function with a variable boundary layer is proposed. The adaptive switching gains are adjusted on-line by using a fuzzy logic-based technique. Several simulation scenarios were performed to evaluate the performance of the proposed control scheme. The results demonstrate that this controller provides excellent response characteristics, is robust against parameter variations, and free from chattering phenomenon as compared with the conventional sliding mode control.

show abstract

Hybrid intelligent control of PMSG wind generation system using pitch angle control with RBFN

Cited by 74 publications

References 15 publications

Design of a Novel Intelligent Damping Controller for UPFC in Power System Connected Offshore Wind Power Applications

Design of a Novel Intelligent Damping Controller for UPFC in Power System Connected Offshore Wind Power Applications

Improving fault ride through capability of induction generator‐based wind farm using static compensator during asymmetrical faults

A new sliding mode control strategy for variable-speed wind turbine power maximization

Contact Info

Product

Resources

About