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Publisher
2014 IEEE Industry Application Society Annual Meeting, IAS 2014(1)
2016 IEEE PES Transmission and Distribution Conference and Exposition-Latin America, PES T and D-LA 2016(1)
IEEE Transactions on Smart Grid(1)
Área temáticas
Ciencias de la computación(1)
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Economía(1)
El proceso político(1)
Física aplicada(1)
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Análisis de datos(2)
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Objetivos de Desarrollo Sostenible
ODS 11: Ciudades y comunidades sostenibles(3)
ODS 9: Industria, innovación e infraestructura(3)
ODS 7: Energía asequible y no contaminante(2)
ODS 17: Alianzas para lograr los objetivos(1)
Origen
scopus(3)
Customers' demand clustering analysis - A case study using smart meter data
Conference ObjectAbstract: With the addition of smart measurement devices to the electrical distribution system, it is possiblePalabras claves:Clustering analysis, Data Mining, K-Means, Load profiles, Smart MetersAutores:Franklin L. Quilumba, Hugo N. Arcos, Juan E. ParraFuentes:scopusAn overview of AMI data preprocessing to enhance the performance of load forecasting
Conference ObjectAbstract: Better understanding of actual customers' power consumption patterns is critical for improving loadPalabras claves:Advanced metering infrastructure, Clustering, data analytics, data handling, Data Mining, load forecasting, Load Profile, smart Grid, Smart MetersAutores:Franklin L. Quilumba, Huang H., Lee W.J., Szabados R., Wang D.Y.Fuentes:scopusUsing smart meter data to improve the accuracy of intraday load forecasting considering customer behavior similarities
ArticleAbstract: With the deployment of advanced metering infrastructure (AMI), an avalanche of new energy-use informPalabras claves:advanced metering infrastructure (AMI), k-means clustering, load forecasting, load patterns, Load profiles, neural network-based load forecasting, Smart MetersAutores:Franklin L. Quilumba, Huang H., Lee W.J., Szabados R., Wang D.Y.Fuentes:scopus