A Probabilistic Model to Predict Household Occupancy Profiles for Home Energy Management Applications

A Probabilistic Model to Predict Household Occupancy Profiles for Home Energy Management Applications

Due to the impact of human lifestyle on building energy consumption, the development of occupants' behavior models is crucial for energy-saving purposes. In this regard, occupancy modeling is an effective approach to intend such a purpose. However, the literature reveals that existing occupancy...

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Bibliographic Details
Main Authors: Luis Rueda, Simon Sansregret, Brice Le Lostec, Kodjo Agbossou, Nilson Henao, Sousso Kelouwani
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Occupancy
behavior
survival analysis
hazard rate
markov-chain
Cox regression
Online Access:https://ieeexplore.ieee.org/document/9367182/

Internet

https://ieeexplore.ieee.org/document/9367182/

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