Methodology for the disaggregation and forecast of demand flexibility in large consumers with the application of non-intrusive load monitoring techniques

Methodology for the disaggregation and forecast of demand flexibility in large consumers with the application of non-intrusive load monitoring techniques

Technological advances, innovation and the new industry 4.0 paradigm guide Distribution System Operators towards a competitive market that requires the articulation of flexible demand response systems. The lack of measurement and standardization systems in the industry process chain in developing co...

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Bibliographic Details
Main Authors: Marco Toledo-Orozco, C. Celi, F. Guartan, Arturo Peralta, Carlos Álvarez-Bel, D. Morales
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Energy and AI
Subjects:
Big data
Combinatorial optimization
Factorial hidden Markov model
Machine learning
Non-intrusive load monitoring
Time of use tariffs
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546823000125

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http://www.sciencedirect.com/science/article/pii/S2666546823000125

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