Documentos de Jaramillo-Duque A. | REDI

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Subtipo de publicación

Publisher

Energy Science and Engineering(1)

Sustainability (Switzerland)(1)

Área temáticas

Física aplicada(2)

Ciencias de la computación(1)

Dirección general(1)

Economía de la tierra y la energía(1)

Área de conocimiento

Aprendizaje automático(1)

Ingeniería energética(1)

Objetivos de Desarrollo Sostenible

ODS 7: Energía asequible y no contaminante(2)

ODS 9: Industria, innovación e infraestructura(2)

ODS 11: Ciudades y comunidades sostenibles(1)

ODS 13: Acción por el clima(1)

Año de Publicación

Origen

Palabras Claves

Machine learning(1)

Short-term forecasting(1)

Smart Buildings(1)

building energy consumption(1)

drift detection(1)

Comparative study of continuous hourly energy consumption forecasting strategies with small data sets to support demand management decisions in buildings

Abstract: Buildings are one of the largest consumers of electrical energy, making it important to develop diff

Palabras claves:

building energy consumption, forecasting, learning algorithms, multistep forecasting, Short-term forecasting

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.

Analysis of the Integration of Drift Detection Methods in Learning Algorithms for Electrical Consumption Forecasting in Smart Buildings

Abstract: Buildings are currently among the largest consumers of electrical energy with considerable increases

Palabras claves:

drift detection, electrical consumption forecasting, energy forecasting, Machine learning, Smart Buildings

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.