Matches in SemOpenAlex for { <https://semopenalex.org/work/W4320476795> ?p ?o ?g. }
- W4320476795 endingPage "101012" @default.
- W4320476795 startingPage "101012" @default.
- W4320476795 abstract "The operation of the distribution grids is constantly being threatened by occurrence of faults. These faults are unpredictable and dangerous. Moreover, the introduction of distributed generations (DGs) in modern distribution networks has made the detection of these faults more complicated. Thus, to maintain the continuity of the power supply, a fast and accurate fault detection strategy is required to isolate the fault. In view of this, the paper presents a data driven fault detection approach with an ensemble classifier based smart meter in modern distribution system. To achieve this, a random forest (RF) based fault detection algorithm is programmed within the smart meter. At first, the magnitude of maximum angular difference between positive and zero sequence component of the current at the DG bus is computed. The computed value is then fed to a trained RF classifier for detecting fault conditions. The greatest advantage of the proposed algorithm is the non-requisite of additional hardware or software kit for fault detection. The algorithm undergoes several test conditions to showcase its effectiveness. The algorithm depicts a high accuracy of 98.95%. The results signify that the algorithm is robust, reliable and accurate with an additional benefit of augmenting situational awareness." @default.
- W4320476795 created "2023-02-14" @default.
- W4320476795 creator A5027798021 @default.
- W4320476795 creator A5038629486 @default.
- W4320476795 creator A5039544643 @default.
- W4320476795 creator A5061417330 @default.
- W4320476795 date "2023-06-01" @default.
- W4320476795 modified "2023-09-26" @default.
- W4320476795 title "A data driven fault detection approach with an ensemble classifier based smart meter in modern distribution system" @default.
- W4320476795 cites W1998111543 @default.
- W4320476795 cites W2009596440 @default.
- W4320476795 cites W2018307545 @default.
- W4320476795 cites W2041443056 @default.
- W4320476795 cites W2043065622 @default.
- W4320476795 cites W2055320420 @default.
- W4320476795 cites W2076345306 @default.
- W4320476795 cites W2082201849 @default.
- W4320476795 cites W2087001996 @default.
- W4320476795 cites W2110376334 @default.
- W4320476795 cites W2133577319 @default.
- W4320476795 cites W2133746568 @default.
- W4320476795 cites W2142811670 @default.
- W4320476795 cites W2155097356 @default.
- W4320476795 cites W2156536751 @default.
- W4320476795 cites W2159670368 @default.
- W4320476795 cites W2164421574 @default.
- W4320476795 cites W2164684831 @default.
- W4320476795 cites W2165993471 @default.
- W4320476795 cites W2167285615 @default.
- W4320476795 cites W2206617782 @default.
- W4320476795 cites W2337871104 @default.
- W4320476795 cites W2790587999 @default.
- W4320476795 cites W2885552155 @default.
- W4320476795 cites W2897890915 @default.
- W4320476795 cites W2914242653 @default.
- W4320476795 cites W2965602043 @default.
- W4320476795 cites W3008640474 @default.
- W4320476795 cites W3047234815 @default.
- W4320476795 cites W3111244636 @default.
- W4320476795 cites W3135586723 @default.
- W4320476795 cites W3147240833 @default.
- W4320476795 doi "https://doi.org/10.1016/j.segan.2023.101012" @default.
- W4320476795 hasPublicationYear "2023" @default.
- W4320476795 type Work @default.
- W4320476795 citedByCount "0" @default.
- W4320476795 crossrefType "journal-article" @default.
- W4320476795 hasAuthorship W4320476795A5027798021 @default.
- W4320476795 hasAuthorship W4320476795A5038629486 @default.
- W4320476795 hasAuthorship W4320476795A5039544643 @default.
- W4320476795 hasAuthorship W4320476795A5061417330 @default.
- W4320476795 hasConcept C10558101 @default.
- W4320476795 hasConcept C11413529 @default.
- W4320476795 hasConcept C119599485 @default.
- W4320476795 hasConcept C124101348 @default.
- W4320476795 hasConcept C126953365 @default.
- W4320476795 hasConcept C127313418 @default.
- W4320476795 hasConcept C127413603 @default.
- W4320476795 hasConcept C134146338 @default.
- W4320476795 hasConcept C152745839 @default.
- W4320476795 hasConcept C154945302 @default.
- W4320476795 hasConcept C165205528 @default.
- W4320476795 hasConcept C169258074 @default.
- W4320476795 hasConcept C172707124 @default.
- W4320476795 hasConcept C175551986 @default.
- W4320476795 hasConcept C21267803 @default.
- W4320476795 hasConcept C2779510800 @default.
- W4320476795 hasConcept C41008148 @default.
- W4320476795 hasConcept C45942800 @default.
- W4320476795 hasConcept C79403827 @default.
- W4320476795 hasConcept C95623464 @default.
- W4320476795 hasConceptScore W4320476795C10558101 @default.
- W4320476795 hasConceptScore W4320476795C11413529 @default.
- W4320476795 hasConceptScore W4320476795C119599485 @default.
- W4320476795 hasConceptScore W4320476795C124101348 @default.
- W4320476795 hasConceptScore W4320476795C126953365 @default.
- W4320476795 hasConceptScore W4320476795C127313418 @default.
- W4320476795 hasConceptScore W4320476795C127413603 @default.
- W4320476795 hasConceptScore W4320476795C134146338 @default.
- W4320476795 hasConceptScore W4320476795C152745839 @default.
- W4320476795 hasConceptScore W4320476795C154945302 @default.
- W4320476795 hasConceptScore W4320476795C165205528 @default.
- W4320476795 hasConceptScore W4320476795C169258074 @default.
- W4320476795 hasConceptScore W4320476795C172707124 @default.
- W4320476795 hasConceptScore W4320476795C175551986 @default.
- W4320476795 hasConceptScore W4320476795C21267803 @default.
- W4320476795 hasConceptScore W4320476795C2779510800 @default.
- W4320476795 hasConceptScore W4320476795C41008148 @default.
- W4320476795 hasConceptScore W4320476795C45942800 @default.
- W4320476795 hasConceptScore W4320476795C79403827 @default.
- W4320476795 hasConceptScore W4320476795C95623464 @default.
- W4320476795 hasLocation W43204767951 @default.
- W4320476795 hasOpenAccess W4320476795 @default.
- W4320476795 hasPrimaryLocation W43204767951 @default.
- W4320476795 hasRelatedWork W2544222762 @default.
- W4320476795 hasRelatedWork W2761897065 @default.
- W4320476795 hasRelatedWork W2910881060 @default.
- W4320476795 hasRelatedWork W2981513130 @default.
- W4320476795 hasRelatedWork W3137212223 @default.