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Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework

Due to industrialization and the rising demand for energy, global energy consumption has been rapidly increasing. Recent studies show that the biggest portion of energy is consumed in residential buildings, i.e., in European Union countries up to 40% of the total energy is consumed by households. Mo...

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Detalles Bibliográficos
Autores principales: Khan, Zulfiqar Ahmad, Hussain, Tanveer, Ullah, Amin, Rho, Seungmin, Lee, Miyoung, Baik, Sung Wook
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7085604/
https://www.ncbi.nlm.nih.gov/pubmed/32143371
http://dx.doi.org/10.3390/s20051399