Protection scheme for a distribution system with distributed generation using neural networks

Rezaei, Navid; Haghifam, Mahmoud Reza

doi:10.1016/j.ijepes.2007.07.006

Cited by 103 publications

(44 citation statements)

References 7 publications

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“…The feed forward multi-layer perceptron neural networks were used for calculation of the operating times of over current relays for various TDS. In [63], an automated fault location method was discussed which was developed using a two stage radial basis function neural network (RBFNN). In this method, first RBFNN determines the fault distance from each fault source and second RBFNN identifies the exact faulty line.…”

Section: Fuzzy and Neural Network Based Methodsmentioning

confidence: 99%

Protection coordination in distribution systems with and without distributed energy resources- a review

Singh

2017

Prot Control Mod Power Syst

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Emission of greenhouse gases and depletion of fossil fuel reserves are two key drivers, which are forcing the mankind to generate the future energy demand from the renewable energy resources. These resources are generally distributed in nature and are directly integrated at distribution levels. Increasing penetration of the distributed energy resources in distribution power networks creates additional operational and control issues. These are mostly regulatory, economical load dispatching, power quality and protection issues. Generally power distribution systems are protected with the help of dedicated over current based protection schemes. But increasing share of distributed energy resources penetration in electric utilities poses a serious threat to the existing protection coordination schemes of the distribution systems. Distributed energy resources connected distribution networks become interconnected in nature and protection coordination schemes, which are designed for unidirectional flow of fault currents become ineffective/non-functional. Therefore, new protection coordination schemes are required for providing the adequate protection coordination for distributed energy resources connected electric power networks. In the available literature, the protection coordination schemes for radial distribution systems and developments in the area of protection coordination are discussed in detail. A thorough review for all these protection coordination schemes for distribution systems with and without distributed energy resources is done in this review article. It includes the analytical and artificial intelligence based techniques application for coordination of protective relays in the distribution systems. The limitations and research gaps in the area of protection coordination schemes are also presented in this review article. The aim of this research paper is to bring all the available research in the area of relay coordination on one platform, so that it will help the emerging researcher to identify the future scope of relay coordination application for distributed energy resources connected distribution systems.

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Section: Fuzzy and Neural Network Based Methodsmentioning

confidence: 99%

Protection coordination in distribution systems with and without distributed energy resources- a review

Singh

2017

Prot Control Mod Power Syst

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“…These methods can also be applied to active distribution systems; however, they are typically time consuming and must be executed after any change in the topology of the distribution system. 2) Intelligent methods: Genetic Algorithm (GA) [84], ANN [85][86][87], and fuzzy systems are some of the intelligent-based techniques that have been proposed for relay coordination in the presence of DGs.…”

Section: Adaptive Protection Schemesmentioning

confidence: 99%

Protection of AC and DC distribution systems Embedding distributed energy resources: A comparative review and analysis

Monadi

Zamani

Candela

et al. 2015

Renewable and Sustainable Energy Reviews

125

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“…So, using this proportion, i.e. the relation of injected fault current of various resources as the input of the Neural Network (NN), the impact of the fault impedance will decrease to its lowest amount [12]. It can be observed that this method is applicable on distribution networks that include DG.…”

Section: Determining Fault Locationmentioning

confidence: 99%

Adaptive centralized protection scheme for distribution systems with DG using risk analysis for protective devices placement

Javadian

Haghifam

Bathaee

et al. 2013

International Journal of Electrical Power & Energy Systems

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Protection scheme for a distribution system with distributed generation using neural networks

Cited by 103 publications

References 7 publications

Protection coordination in distribution systems with and without distributed energy resources- a review

Protection coordination in distribution systems with and without distributed energy resources- a review

Protection of AC and DC distribution systems Embedding distributed energy resources: A comparative review and analysis

Adaptive centralized protection scheme for distribution systems with DG using risk analysis for protective devices placement

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