Monitorização não-invasiva da carga aplicada à gestão inteligente de energia em residências -(SAICT-ALG/39578/2018)
Description
Summary
The main objective of the project Non-Invasive Load Monitoring for Intelligent Home
Energy Management -NILMforIHEM - is to improve the performance of Home Energy
Management using improved Non-Invasive Load Monitoring methods, Model-Based
Predictive Control algorithms employing improved forecast algorithms, and state of
the art Heating, Ventilation and Air Conditioning control systems. This improvement
in performance will be verified in simulations, and in a real household in the region of
Algarve. Different combinations of household control will be looked at, considering for
every one of them, dynamic energy pricing: a) appliance scheduling, use of renewable
(PV) energy, and/or considering the b) existence, or not c) of electricity storage.
Researchers
Funded by
Fundação para Ciência e Tecnologia
Partners
Universidade do Algarve
Total budget
240,00 €
Keywords
Non-Intrusive Load Monitoring, Home Energy Management Systems, Ambient Assisted Living, Machine Learning
Start Date
2019-03-01
End Date
2022-02-27