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Comparative 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: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:scopusDetecting Hot Spots in Photovoltaic Panels Using Low-Cost Thermal Cameras
Conference ObjectAbstract: One of the most important challenges to mitigate global climate change is to move towards replacingPalabras claves:IMAGE PROCESSING, LOW COST, PV panel, thermal camera, thermographyAutores:Alonso-Gómez V., Gallardo-Saavedra S., Hernandez-Callejo L., Luiz G. González, Miguel Dávila-SacotoFuentes: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:googlescopusCaptuRING: A do-it-yourself tool for wood sample digitization
ArticleAbstract: Standard procedures to obtain high-quality images of wood samples have become a bottleneck in the diPalabras claves:dendrochronology, DIY, Hardware, Open Source, sample digitization, software, wood cores, wood slicesAutores:Alonso-Gómez V., Ana I. García-Cervigón, Colón D., García-Hidalgo M., Garcia-Pedrero A., Hernández-Alonso H., López-Molina J., Olano Mendoza J., Rozas V., Sangüesa-Barreda G.Fuentes:scopusLow-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:scopusMaintenance models applied to wind turbines. A comprehensive overview
ArticleAbstract: Wind power generation has been the fastest-growing energy alternative in recent years, however, it sPalabras claves:Failures, Maintenance methodologies, mathematical models, pbkp_rediction, Strategy and maintenance tacticsAutores:Alonso-Gómez V., Duque-Pérez O., Hernandez-Callejo L., Yuri MerizaldeFuentes:googlescopus