Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313225042> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4313225042 abstract "Inclusion of distributed generation and topological changes in a network originate several operating scenarios. For this reason, techniques that adjust the configuration of overcurrent relays have been developed in order to provide protection coordination strategies capable of operating in different schemes. However, the adjustments allowed by these devices are limited. Thus, scenario grouping techniques are proposed to reduce the number of required configurations. This paper aims to evaluate the performance of different grouping techniques with input parameters for coordination strategies of electrical overcurrent protections, where it is required to associate the different modes of operation of a distribution network. For the clustering process, unsupervised learning techniques such as K-means, K-medoids and Agglomerative Hierarchical Clustering were employed. Additionally, for the input characteristics, fault currents, nominal currents and other parameters obtained from the electrical system were taken into account. From the results obtained when evaluating different combinations of techniques and inputs, it is important to mention that the characteristics that describe the different modes of operation necessary for the grouping are decisive for the coordination strategies of electrical protections and that it is not possible to establish a significant difference between the clustering techniques evaluated. Lastly, the combination that presents the best performance was K-means: Manhattan and maximum short-circuit phase currents per relay with a sum of operation time of 428.72s and zero restriction violation." @default.
- W4313225042 created "2023-01-06" @default.
- W4313225042 creator A5016953725 @default.
- W4313225042 creator A5063673222 @default.
- W4313225042 creator A5066130348 @default.
- W4313225042 creator A5066539530 @default.
- W4313225042 creator A5081264995 @default.
- W4313225042 date "2022-11-16" @default.
- W4313225042 modified "2023-09-23" @default.
- W4313225042 title "Clustering Techniques Performance for the Coordination of Adaptive Overcurrent Protections" @default.
- W4313225042 cites W1991971024 @default.
- W4313225042 cites W2161088791 @default.
- W4313225042 cites W2161160262 @default.
- W4313225042 cites W2307746788 @default.
- W4313225042 cites W2522231256 @default.
- W4313225042 cites W2537378900 @default.
- W4313225042 cites W2544190881 @default.
- W4313225042 cites W2587839772 @default.
- W4313225042 cites W2733722625 @default.
- W4313225042 cites W2752912455 @default.
- W4313225042 cites W2997394590 @default.
- W4313225042 cites W3012776736 @default.
- W4313225042 cites W3093772999 @default.
- W4313225042 cites W3097132272 @default.
- W4313225042 cites W3109557051 @default.
- W4313225042 doi "https://doi.org/10.1109/andescon56260.2022.9989786" @default.
- W4313225042 hasPublicationYear "2022" @default.
- W4313225042 type Work @default.
- W4313225042 citedByCount "0" @default.
- W4313225042 crossrefType "proceedings-article" @default.
- W4313225042 hasAuthorship W4313225042A5016953725 @default.
- W4313225042 hasAuthorship W4313225042A5063673222 @default.
- W4313225042 hasAuthorship W4313225042A5066130348 @default.
- W4313225042 hasAuthorship W4313225042A5066539530 @default.
- W4313225042 hasAuthorship W4313225042A5081264995 @default.
- W4313225042 hasConcept C111919701 @default.
- W4313225042 hasConcept C119599485 @default.
- W4313225042 hasConcept C121332964 @default.
- W4313225042 hasConcept C124101348 @default.
- W4313225042 hasConcept C127313418 @default.
- W4313225042 hasConcept C127413603 @default.
- W4313225042 hasConcept C154945302 @default.
- W4313225042 hasConcept C163258240 @default.
- W4313225042 hasConcept C165205528 @default.
- W4313225042 hasConcept C165801399 @default.
- W4313225042 hasConcept C175551986 @default.
- W4313225042 hasConcept C184720557 @default.
- W4313225042 hasConcept C200601418 @default.
- W4313225042 hasConcept C2778156585 @default.
- W4313225042 hasConcept C41008148 @default.
- W4313225042 hasConcept C47949032 @default.
- W4313225042 hasConcept C62520636 @default.
- W4313225042 hasConcept C73555534 @default.
- W4313225042 hasConcept C98045186 @default.
- W4313225042 hasConceptScore W4313225042C111919701 @default.
- W4313225042 hasConceptScore W4313225042C119599485 @default.
- W4313225042 hasConceptScore W4313225042C121332964 @default.
- W4313225042 hasConceptScore W4313225042C124101348 @default.
- W4313225042 hasConceptScore W4313225042C127313418 @default.
- W4313225042 hasConceptScore W4313225042C127413603 @default.
- W4313225042 hasConceptScore W4313225042C154945302 @default.
- W4313225042 hasConceptScore W4313225042C163258240 @default.
- W4313225042 hasConceptScore W4313225042C165205528 @default.
- W4313225042 hasConceptScore W4313225042C165801399 @default.
- W4313225042 hasConceptScore W4313225042C175551986 @default.
- W4313225042 hasConceptScore W4313225042C184720557 @default.
- W4313225042 hasConceptScore W4313225042C200601418 @default.
- W4313225042 hasConceptScore W4313225042C2778156585 @default.
- W4313225042 hasConceptScore W4313225042C41008148 @default.
- W4313225042 hasConceptScore W4313225042C47949032 @default.
- W4313225042 hasConceptScore W4313225042C62520636 @default.
- W4313225042 hasConceptScore W4313225042C73555534 @default.
- W4313225042 hasConceptScore W4313225042C98045186 @default.
- W4313225042 hasFunder F4320322487 @default.
- W4313225042 hasLocation W43132250421 @default.
- W4313225042 hasOpenAccess W4313225042 @default.
- W4313225042 hasPrimaryLocation W43132250421 @default.
- W4313225042 hasRelatedWork W2013529865 @default.
- W4313225042 hasRelatedWork W2592199219 @default.
- W4313225042 hasRelatedWork W2955925441 @default.
- W4313225042 hasRelatedWork W3029400710 @default.
- W4313225042 hasRelatedWork W3119954561 @default.
- W4313225042 hasRelatedWork W4235164802 @default.
- W4313225042 hasRelatedWork W4280617060 @default.
- W4313225042 hasRelatedWork W4322582028 @default.
- W4313225042 hasRelatedWork W1640082544 @default.
- W4313225042 hasRelatedWork W2340550770 @default.
- W4313225042 isParatext "false" @default.
- W4313225042 isRetracted "false" @default.
- W4313225042 workType "article" @default.