Total and thermal load forecasting in residential communities through probabilistic methods and causal machine learning

Author:

Massidda LucaORCID,Marrocu MarinoORCID

Funder

European Union's Research and Innovation

Horizon 2020

Horizon 2020 Framework Programme

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction

Reference71 articles.

1. Statistics EEP. Available online: https://ec.europa.eu/eurostat/statistics-explained/index.php,Renewable_energy_statistics (accessed on 22 November 2018), 2020.

2. How the United States uses energy;(EIA),2023

3. Dataset on electrical single-family house and heat pump load profiles in Germany;Schlemminger;Sci Data,2022

4. Short-term forecast model of cooling load using load component disaggregation;Lin;Appl Therm Eng,2019

5. Demand response flexibility and flexibility potential of residential smart appliances: Experiences from large pilot test in Belgium;D’hulst;Appl Energy,2015

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