Reliability Assessment of Wind Farm Electrical System Based on a Probability Transfer Technique

The electrical system of a wind farm has a significant influence on the wind farm reliability and electrical energy yield. The disconnect switch installed in an electrical system cannot only improve the operating flexibility, but also enhance the reliability for a wind farm. Therefore, this paper de...

Full description

Bibliographic Details
Main Authors: Hejun Yang, Lei Wang, Yeyu Zhang, Xianjun Qi, Hongbin Wu
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Energies
Subjects:
Online Access:http://www.mdpi.com/1996-1073/11/4/744
id doaj-10e9446a1d644e04b31729cc5836fb2d
record_format Article
spelling doaj-10e9446a1d644e04b31729cc5836fb2d2020-11-25T01:02:53ZengMDPI AGEnergies1996-10732018-03-0111474410.3390/en11040744en11040744Reliability Assessment of Wind Farm Electrical System Based on a Probability Transfer TechniqueHejun Yang0Lei Wang1Yeyu Zhang2Xianjun Qi3Lei Wang4Hongbin Wu5School of Electrical Engineering and Automation, Hefei University of Technology, Hefei 230009, ChinaSchool of Electrical Engineering and Automation, Hefei University of Technology, Hefei 230009, ChinaSchool of Electrical Engineering and Automation, Hefei University of Technology, Hefei 230009, ChinaSchool of Electrical Engineering and Automation, Hefei University of Technology, Hefei 230009, ChinaSchool of Electrical Engineering and Automation, Hefei University of Technology, Hefei 230009, ChinaSchool of Electrical Engineering and Automation, Hefei University of Technology, Hefei 230009, ChinaThe electrical system of a wind farm has a significant influence on the wind farm reliability and electrical energy yield. The disconnect switch installed in an electrical system cannot only improve the operating flexibility, but also enhance the reliability for a wind farm. Therefore, this paper develops a probabilistic transfer technique for integrating the electrical topology structure, the isolation operation of disconnect switch, and stochastic failure of electrical equipment into the reliability assessment of wind farm electrical system. Firstly, as the traditional two-state reliability model of electrical equipment cannot consider the isolation operation, so the paper develops a three-state reliability model to replace the two-state model for incorporating the isolation operation. In addition, a proportion apportion technique is presented to evaluate the state probability. Secondly, this paper develops a probabilistic transfer technique based on the thoughts that through transfer the unreliability of electrical system to the energy transmission interruption of wind turbine generators (WTGs). Finally, some novel indices for describing the reliability of wind farm electrical system are designed, and the variance coefficient of the designed indices is used as a convergence criterion to determine the termination of the assessment process. The proposed technique is applied to the reliability assessment of a wind farm with the different topologies. The simulation results show that the proposed techniques are effective in practical applications.http://www.mdpi.com/1996-1073/11/4/744wind farmreliability assessmentelectrical topologyprobabilityreliability indices
collection DOAJ
language English
format Article
sources DOAJ
author Hejun Yang
Lei Wang
Yeyu Zhang
Xianjun Qi
Lei Wang
Hongbin Wu
spellingShingle Hejun Yang
Lei Wang
Yeyu Zhang
Xianjun Qi
Lei Wang
Hongbin Wu
Reliability Assessment of Wind Farm Electrical System Based on a Probability Transfer Technique
Energies
wind farm
reliability assessment
electrical topology
probability
reliability indices
author_facet Hejun Yang
Lei Wang
Yeyu Zhang
Xianjun Qi
Lei Wang
Hongbin Wu
author_sort Hejun Yang
title Reliability Assessment of Wind Farm Electrical System Based on a Probability Transfer Technique
title_short Reliability Assessment of Wind Farm Electrical System Based on a Probability Transfer Technique
title_full Reliability Assessment of Wind Farm Electrical System Based on a Probability Transfer Technique
title_fullStr Reliability Assessment of Wind Farm Electrical System Based on a Probability Transfer Technique
title_full_unstemmed Reliability Assessment of Wind Farm Electrical System Based on a Probability Transfer Technique
title_sort reliability assessment of wind farm electrical system based on a probability transfer technique
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2018-03-01
description The electrical system of a wind farm has a significant influence on the wind farm reliability and electrical energy yield. The disconnect switch installed in an electrical system cannot only improve the operating flexibility, but also enhance the reliability for a wind farm. Therefore, this paper develops a probabilistic transfer technique for integrating the electrical topology structure, the isolation operation of disconnect switch, and stochastic failure of electrical equipment into the reliability assessment of wind farm electrical system. Firstly, as the traditional two-state reliability model of electrical equipment cannot consider the isolation operation, so the paper develops a three-state reliability model to replace the two-state model for incorporating the isolation operation. In addition, a proportion apportion technique is presented to evaluate the state probability. Secondly, this paper develops a probabilistic transfer technique based on the thoughts that through transfer the unreliability of electrical system to the energy transmission interruption of wind turbine generators (WTGs). Finally, some novel indices for describing the reliability of wind farm electrical system are designed, and the variance coefficient of the designed indices is used as a convergence criterion to determine the termination of the assessment process. The proposed technique is applied to the reliability assessment of a wind farm with the different topologies. The simulation results show that the proposed techniques are effective in practical applications.
topic wind farm
reliability assessment
electrical topology
probability
reliability indices
url http://www.mdpi.com/1996-1073/11/4/744
work_keys_str_mv AT hejunyang reliabilityassessmentofwindfarmelectricalsystembasedonaprobabilitytransfertechnique
AT leiwang reliabilityassessmentofwindfarmelectricalsystembasedonaprobabilitytransfertechnique
AT yeyuzhang reliabilityassessmentofwindfarmelectricalsystembasedonaprobabilitytransfertechnique
AT xianjunqi reliabilityassessmentofwindfarmelectricalsystembasedonaprobabilitytransfertechnique
AT leiwang reliabilityassessmentofwindfarmelectricalsystembasedonaprobabilitytransfertechnique
AT hongbinwu reliabilityassessmentofwindfarmelectricalsystembasedonaprobabilitytransfertechnique
_version_ 1725203198556241920