Data-Driven Living Spaces’ Heating Dynamics Modeling in Smart Buildings using Machine Learning-Based Identification

Data-Driven Living Spaces’ Heating Dynamics Modeling in Smart Buildings using Machine Learning-Based Identification

Modeling and control of the heating feature of living spaces remain challenging tasks because of the intrinsic nonlinear nature of the involved processes as well as the strong nonlinearity of the entailed dynamic parameters in those processes. Although nowadays, adaptive heating controllers represen...

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Bibliographic Details
Main Authors: Roozbeh Sadeghian Broujeny, Kurosh Madani, Abdennasser Chebira, Veronique Amarger, Laurent Hurtard
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Sensors
Subjects:
system identification
smart building
artificial neural network
energy efficiency
black box modeling
Online Access:https://www.mdpi.com/1424-8220/20/4/1071

Internet

https://www.mdpi.com/1424-8220/20/4/1071

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