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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)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(1)
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Física aplicada(2)
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Red neuronal artificial(1)
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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:scopusShort-term active power forecasting of a photovoltaic power plant using an artificial neural network
Conference ObjectAbstract: The increasing use of solar energy as a renewable source for electricity generation through photovolPalabras claves:Artificial neural network-based forecasting, Data Mining, PV power forecastingAutores:Andres F. Romero, Franklin L. Quilumba, Hugo N. ArcosFuentes:scopus