Mostrando 3 resultados de: 3
Filtros aplicados
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)
Dirección general(1)
Economía(1)
El proceso político(1)
Física aplicada(1)
Área de conocimiento
Análisis de datos(2)
Aprendizaje automático(1)
Energía(1)
Investigación de mercado(1)
Política energética(1)
Origen
scopus(3)
An 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:scopusCustomers' 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: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