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Entree


Spatial-Temporal Model for Demand Estimation Due to Appliances with High Energy Consumption

Autor(es):
Mejia, M. A. ; Padilha-Feltrin, A. ; Melo, J. D. ; Zambrano-Asanza, S. ; IEEE
Número total de Autores: 5
Tipo de documento: Artigo Científico
Fonte: 2017 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE - LATIN AMERICA (ISGT LATIN AMERICA); v. N/A, p. 6-pg., 2017-01-01.
Resumo

The residential load of existing consumers can be increased significantly due to large-scale purchase of household appliances with high-energy consumption; consequently, changing the expansion plans of electrical distribution networks. In this paper, a spatial-temporal model is proposed to estimate the load growth of distribution transformers owed for this kind of electrical appliances. In order to determine the location of inhabitants interested in buying these appliances, the proposed approach includes the socioeconomic characteristics of the consumers in a spatial form. After that, the number of appliances added each year is computed using a logistic regression. The results are the residential load curves of distribution transformers, including the additional yearly demand of the new appliances. These curves provide valuable information regarding the distribution network expansion planning. (AU)

Processo FAPESP: 15/21972-6 - Otimização do planejamento e da operação de sistemas de transmissão e de distribuição de energia elétrica
Beneficiário:Rubén Augusto Romero Lázaro
Modalidade de apoio: Auxílio à Pesquisa - Temático
Processo FAPESP: 17/01909-3 - Professor visitante na Engenharia Elétrica da UFABC
Beneficiário:Alfeu Joãozinho Sguarezi Filho
Modalidade de apoio: Auxílio à Pesquisa - Pesquisador Visitante - Brasil