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A data-driven forecasting strategy to predict continuous hourly energy demand in smart buildings
ArticleAbstract: Smart buildings seek to have a balance between energy consumption and occupant com-fort. To make thiPalabras claves:Energy consumption, forecasting models, Multi-step forecasting, Short-term forecasting, smart buildingAutores:Duque-Pérez O., Hernandez-Callejo L., Luiz G. González, Mariano-Hernández D., Santos-García F., Solís M., Zorita-Lamadrid Á.L.Fuentes:scopusA review of I–V tracers for photovoltaic modules: Topologies and challenges
ReviewAbstract: Current–voltage (I–V) curve tracers are used for measuring voltage and current in pho-tovoltaic (PV)Palabras claves:Bipolar power amplifier tracer, Capacitive charge tracer, DC–DC converter plotter, Electronic load tracer, Four-quadrant power source tracer, I–V tracer, Variable resistor tracerAutores:Alonso-Gómez V., Gallardo-Saavedra S., Hernandez-Callejo L., Luiz G. González, Miguel Dávila-Sacoto, Morales-Aragonés J.I.Fuentes:scopusCharge Management of Electric Vehicles from Undesired Dynamics in Solar Photovoltaic Generation
ArticleAbstract: Power generation from photovoltaic solar systems contributes to mitigate the problem of climate chanPalabras claves:electric vehicle batteries, Photovoltaic solar system, Power fluctuations, Ramp controlAutores:Duque-Pérez O., Hernandez-Callejo L., Ivania Aguirre, Ivania Carolina Aguirre Pardo, Juan Leonardo Espinoza, Luiz G. González, Miguel Dávila-Sacoto, Zorita-Lamadrid Á.L.Fuentes:googlescopusComparative analysis of faults from stall controlled wind turbines with asynchronous generators and pitch controlled wind turbines with synchronous generators
ArticleAbstract: A large number of wind turbines from different manufacturers have been installed worldwide. They havPalabras claves:Downtime, Failures type, Pitch control, Stall control, Synchronous and asynchronous generators, Wind turbineAutores:Bernal J., Bonilla L.M., Duque-Pérez O., Hernandez-Callejo L., Morinigo-Sotelo D., Yuri Merizalde, Zorita-Lamadrid Á.L.Fuentes:googlescopusComparative study of continuous hourly energy consumption forecasting strategies with small data sets to support demand management decisions in buildings
ArticleAbstract: Buildings are one of the largest consumers of electrical energy, making it important to develop diffPalabras claves:building energy consumption, forecasting, learning algorithms, multistep forecasting, Short-term forecastingAutores:Alonso-Gómez V., Duque-Pérez O., Hernandez-Callejo L., Jaramillo-Duque A., Luiz G. González, Mariano-Hernández D., Santos-García F., Solís M., Zorita-Lamadrid Á.L.Fuentes:scopusAnalysis of the Integration of Drift Detection Methods in Learning Algorithms for Electrical Consumption Forecasting in Smart Buildings
ArticleAbstract: Buildings are currently among the largest consumers of electrical energy with considerable increasesPalabras claves:drift detection, electrical consumption forecasting, energy forecasting, Machine learning, Smart BuildingsAutores:Alonso-Gómez V., Bello H.J., Duque-Pérez O., García F.S., Hernandez-Callejo L., Jaramillo-Duque A., Luiz G. González, Mariano-Hernández D., Ospino-Castro A., Solís M., Zorita-Lamadrid Á.L.Fuentes:scopusDiagnosis of broken bars in wind turbine squirrel cage induction generator: Approach based on current signal and generative adversarial networks
ArticleAbstract: To ensure the profitability of the wind industry, one of the most important objectives is to minimizPalabras claves:Artificial Intelligence, Faults diagnostic, synthetic data, Unbalanced datasets, Wind turbineAutores:Alonso-Gómez V., Duque-Pérez O., Hernandez-Callejo L., Yuri Merizalde ZamoraFuentes:scopusDiagnosis of wind turbine faults using generator current signature analysis: a review
ReviewAbstract: Purpose: Despite the wide dissemination and application of current signature analysis (CSA) in generPalabras claves:Condition maintenance, condition monitoring, detection, diagnosis, Failure mode and effect analysis (FMEA)Autores:Alonso-Gómez V., Duque-Pérez O., Hernandez-Callejo L., Yuri MerizaldeFuentes:googlescopusFault detection of wind turbine induction generators through current signals and various signal processing techniques
ArticleAbstract: In the wind industry (WI), a robust and effective maintenance system is essential. To minimize the mPalabras claves:Electric generator, Fault diagnosis, Spectral Analysis, Wind turbineAutores:Duque-Pérez O., Hernandez-Callejo L., López-Meraz R.A., Yuri MerizaldeFuentes:googlescopusLow-cost infrared thermography in aid of photovoltaic panels degradation research
ArticleAbstract: The analysis of PV solar panels deterioration allows researchers to know the health status of a panePalabras claves:IMAGE PROCESSING, LOW COST, temperature sensor, thermal camera, thermographyAutores:Alonso-Gómez V., Gallardo-Saavedra S., Hernandez-Callejo L., Luiz G. González, Miguel Dávila-SacotoFuentes:scopus