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dc.contributor.author
Chevez, Pedro Joaquín  
dc.contributor.author
Barbero, Dante Andrés  
dc.contributor.author
Martini, Irene  
dc.contributor.author
Discoli, Carlos Alberto  
dc.date.available
2018-08-22T14:21:43Z  
dc.date.issued
2017-07  
dc.identifier.citation
Chevez, Pedro Joaquín; Barbero, Dante Andrés; Martini, Irene; Discoli, Carlos Alberto; Application of the k-means clustering method for the detection and analysis of areas of homogeneous residential electricity consumption at the Great La Plata region, Buenos Aires, Argentina; Elsevier; Sustainable Cities and Society; 32; 7-2017; 115-129  
dc.identifier.issn
2210-6707  
dc.identifier.uri
http://hdl.handle.net/11336/56520  
dc.description.abstract
This research aims to detect areas of homogeneous residential electric consumption in the Great La Plata, Buenos Aires, Argentina. This study will identify main socio-demographic factors that impact on the electricity demand and the geographical location of these areas of homogeneous electric consumption. Results were analyzed from groups obtained from the six bimestrial electric average consumption of each of the 1010 census radius which constitutes the Great La Plata, using the K-means clustering method. The present methodology becomes a plausible mechanism to use in the construction of urban energy scenarios, more precisely to determine areas with homogeneous consumption that can be described based on certain socio-demographic characteristics in what is called the “base year”. This study allowed to identify eight homogeneous areas of electricity consumption and their associated characteristics such as rooms per home, people per home, percentage of homes with unsatisfied basic needs, gas network coverage, housing typologies and quality of construction. In this way, we were able to obtain valuable information that allows to propose energy efficiency strategies and to incorporate renewable energy alternatives using appropriate criteria for each area in different “policy scenarios”.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Elsevier  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
CLUSTERING METHOD  
dc.subject
ELECTRIC CONSUMPTION  
dc.subject
HOMOGENEOUS AREAS  
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HOUSEHOLDS  
dc.subject
K-MEANS  
dc.subject
SOCIO-DEMOGRAPHIC INFORMATION  
dc.subject.classification
Otras Ingeniería del Medio Ambiente  
dc.subject.classification
Ingeniería del Medio Ambiente  
dc.subject.classification
INGENIERÍAS Y TECNOLOGÍAS  
dc.title
Application of the k-means clustering method for the detection and analysis of areas of homogeneous residential electricity consumption at the Great La Plata region, Buenos Aires, Argentina  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2018-08-21T19:12:04Z  
dc.journal.volume
32  
dc.journal.pagination
115-129  
dc.journal.pais
Países Bajos  
dc.journal.ciudad
Amsterdam  
dc.description.fil
Fil: Chevez, Pedro Joaquín. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Salta. Instituto de Investigaciones En Energia No Convencional. Grupo Vinculado Al Inenco - Instituto de Inv. y Politicas del Ambiente Constituido | Universidad Nacional de Salta. Facultad de Cs.exactas. Departamento de Física. Instituto de Investigaciones En Energia No Convencional. Grupo Vinculado Al Inenco - Instituto de Inv. y Politicas del Ambiente Constituido; Argentina  
dc.description.fil
Fil: Barbero, Dante Andrés. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Salta. Instituto de Investigaciones En Energia No Convencional. Grupo Vinculado Al Inenco - Instituto de Inv. y Politicas del Ambiente Constituido | Universidad Nacional de Salta. Facultad de Cs.exactas. Departamento de Física. Instituto de Investigaciones En Energia No Convencional. Grupo Vinculado Al Inenco - Instituto de Inv. y Politicas del Ambiente Constituido; Argentina  
dc.description.fil
Fil: Martini, Irene. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Salta. Instituto de Investigaciones En Energia No Convencional. Grupo Vinculado Al Inenco - Instituto de Inv. y Politicas del Ambiente Constituido | Universidad Nacional de Salta. Facultad de Cs.exactas. Departamento de Física. Instituto de Investigaciones En Energia No Convencional. Grupo Vinculado Al Inenco - Instituto de Inv. y Politicas del Ambiente Constituido; Argentina  
dc.description.fil
Fil: Discoli, Carlos Alberto. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Salta. Instituto de Investigaciones En Energia No Convencional. Grupo Vinculado Al Inenco - Instituto de Inv. y Politicas del Ambiente Constituido | Universidad Nacional de Salta. Facultad de Cs.exactas. Departamento de Física. Instituto de Investigaciones En Energia No Convencional. Grupo Vinculado Al Inenco - Instituto de Inv. y Politicas del Ambiente Constituido; Argentina  
dc.journal.title
Sustainable Cities and Society  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/https://dx.doi.org/10.1016/j.scs.2017.03.019  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S2210670716307636