Anfis based hybrid anti islanding protection scheme fordistributed generators

In this era, distributed energy resources are sustainable solution on energy crisis. Distributed generation are generating power for local loads as well as sharing it to main grid. System may get islanded after occurrence of fault. It is necessary to detect islanding earlier. Here adaptive network based fuzzy inference system is used for CEGRE LV system for the purpose of islanding detection and anti-islanding protection. An active oscillatory disturbance signal is injected in controller. Generally, proportional integral controller and fuzzy logic controller are used for anti-islanding protection. But adaptive network based fuzzy inference system can be used for earlier detection of islanding and also it gives better performance than proportional integral controller and fuzzy logic controller. System analysis is discussed by comparing Adaptive network based fuzzy interference system performance with proportional gain controller and fuzzy logic controller by considering zero power mismatch condition. The simulation results of this proposed method is evaluated by using MATLAB Software.

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Publication Details

Journal
SHILAP Revista de lepidopterología
Published
2024-09-30
DOI
https://doi.org/10.57647/j.mjee.2024.180346
Primary Topic
Islanding Detection in Power Systems
Type
article
Field-Weighted Citation Impact
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article

Anfis based hybrid anti islanding protection scheme fordistributed generators

SHILAP Revista de lepidopterología
Islanding Detection in Power Systems
article

Anfis based hybrid anti islanding protection scheme fordistributed generators

article en

Abstract

In this era, distributed energy resources are sustainable solution on energy crisis. Distributed generation are generating power for local loads as well as sharing it to main grid. System may get islanded after occurrence of fault. It is necessary to detect islanding earlier. Here adaptive network based fuzzy inference system is used for CEGRE LV system for the purpose of islanding detection and anti-islanding protection. An active oscillatory disturbance signal is injected in controller. Generally, proportional integral controller and fuzzy logic controller are used for anti-islanding protection. But adaptive network based fuzzy inference system can be used for earlier detection of islanding and also it gives better performance than proportional integral controller and fuzzy logic controller. System analysis is discussed by comparing Adaptive network based fuzzy interference system performance with proportional gain controller and fuzzy logic controller by considering zero power mismatch condition. The simulation results of this proposed method is evaluated by using MATLAB Software.

SHILAP Revista de lepidopterología
Sardar Vallabhbhai National Institute of Technology Surat (IN)
Openalex Percentile: Top 68%
Islanding Detection in Power Systems
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