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Comparison of Machine Learning Algorithms for the Pbkp_rediction of Mechanical Stress in Three-Phase Power Transformer Winding Conductors
ArticleAbstract: This research compares four machine learning techniques: linear regression, support vector regressioPalabras claves:Autores:Fausto Valencia, Franklin L. Quilumba, Hugo N. ArcosFuentes: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:scopusA Collaborative Design of Aggregated Residential Appliances and Renewable Energy for Demand Response Participation
ArticleAbstract: Although the locational marginal price may change dramatically within a single day in competitive whPalabras claves:Demand Response, deregulated electricity market, residential appliances managementAutores:Franklin L. Quilumba, Lee W.J., Liu M.Fuentes:scopusA harmonic power flow program aimed at analyzing distortion effects caused by industrial customers
Conference ObjectAbstract: One of the major concerns in the power quality analysis in power systems is the voltage and currentPalabras claves:Current injection, Harmonic Power Flow, hydropower plants, industrial nonlinear loads, transformer saturationAutores:Franklin L. Quilumba, Gabriela Cabrera, Gonzalo Esteban Constante-Flores, Jeśus A. Játiva-Ibarra, Lee W.J.Fuentes:googlescopusAGC parameter determination for an oil facility electric system
Conference ObjectAbstract: It is necessary to accurately estimate parameters to have a better pbkp_rediction on the response ofPalabras claves:Automatic generation control (AGC) parameters, generator ramp rates, governor deadbands (DBs), parameter determination, speed droop characteristics, thermal power units of oil facilitiesAutores:Franklin L. Quilumba, Jeśus A. Játiva-Ibarra, Lee W.J., Mario I. Morales, Waldo J. CabreraFuentes:scopusDetermination of the Thevenin equivalent in power grids using real records based on short circuit power
ArticleAbstract: In recent years, methods for loadability determination based on real-time measurements have been proPalabras claves:Autores:Antonio Fonseca, Fabián E. Pérez-Yauli, Franklin L. Quilumba, Gabriel SalazarFuentes: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:scopusDemand response An assessment of load participation in the ERCOT nodal market
Conference ObjectAbstract: The purpose of the restructured power market is to obtain maximum social benefits, including power gPalabras claves:Demand Response, Demand-Side Resources, ERCOT, ISOs/RTOs, Load Resources, Power demandAutores:Franklin L. Quilumba, Huang S., Lee W.J., Shi J.Fuentes:scopusField measurements, modeling, and analysis of power system harmonics caused by industrial customers
Conference ObjectAbstract: Due to problems caused by non-linear loads in a power system, a harmonic technical analysis on the hPalabras claves:ELEPCO S.A., Harmonic distortion, Harmonic Measurements and Analysis, Harmonic Power Flow, Industrial Customers, Nonlinear Loads Modeling and SimulationAutores:Franklin L. Quilumba, Gabriela Navarro-Mendez, Jeśus A. Játiva-Ibarra, Lee W.J.Fuentes:scopusErratum: Positive- And zero-sequence impedance estimation of YNynO+d-connected main power transformers in wind power applications (CSEE Journal of Power and Energy Systems (2021) 7:1 (57-65) DOI: 10.17775/CSEEJPES.2019.03080)
OtherAbstract: Revisions for production errors occurred in the above article [1] are listed as follows: 1. The namePalabras claves:Autores:Franklin L. Quilumba, Garcia R., Jimerson R.E., Swift K.Fuentes:scopus