[HTML][HTML] Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review
I Antonopoulos, V Robu, B Couraud, D Kirli… - … and Sustainable Energy …, 2020 - Elsevier
Recent years have seen an increasing interest in Demand Response (DR) as a means to
provide flexibility, and hence improve the reliability of energy systems in a cost-effective way …
provide flexibility, and hence improve the reliability of energy systems in a cost-effective way …
[HTML][HTML] Demand-side management in industrial sector: A review of heavy industries
H Golmohamadi - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
The penetration of renewable energies is increasing in power systems all over the world.
The volatility and intermittency of renewable energies pose real challenges to energy …
The volatility and intermittency of renewable energies pose real challenges to energy …
[HTML][HTML] Artificial intelligence techniques for enabling Big Data services in distribution networks: A review
S Barja-Martinez, M Aragüés-Peñalba… - … and Sustainable Energy …, 2021 - Elsevier
Artificial intelligence techniques lead to data-driven energy services in distribution power
systems by extracting value from the data generated by the deployed metering and sensing …
systems by extracting value from the data generated by the deployed metering and sensing …
A multi-agent reinforcement learning-based data-driven method for home energy management
This paper proposes a novel framework for home energy management (HEM) based on
reinforcement learning in achieving efficient home-based demand response (DR). The …
reinforcement learning in achieving efficient home-based demand response (DR). The …
Energy management system for smart grid: An overview and key issues
Energy crisis and the global impetus to “go green” have encouraged the integration of
renewable energy resources, plug‐in electric vehicles, and energy storage systems to the …
renewable energy resources, plug‐in electric vehicles, and energy storage systems to the …
A comprehensive overview on demand side energy management towards smart grids: challenges, solutions, and future direction
MS Bakare, A Abdulkarim, M Zeeshan, AN Shuaibu - Energy Informatics, 2023 - Springer
Demand-side management, a new development in smart grid technology, has enabled
communication between energy suppliers and consumers. Demand side energy …
communication between energy suppliers and consumers. Demand side energy …
[HTML][HTML] A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects
Y Himeur, A Alsalemi, A Al-Kababji, F Bensaali… - Information …, 2021 - Elsevier
Recommender systems have significantly developed in recent years in parallel with the
witnessed advancements in both internet of things (IoT) and artificial intelligence (AI) …
witnessed advancements in both internet of things (IoT) and artificial intelligence (AI) …
Home energy management system concepts, configurations, and technologies for the smart grid
U Zafar, S Bayhan, A Sanfilippo - IEEE access, 2020 - ieeexplore.ieee.org
Home energy management systems (HEMSs) help manage electricity demand to optimize
energy consumption and distributed renewable energy generation without compromising …
energy consumption and distributed renewable energy generation without compromising …
Closed-loop home energy management system with renewable energy sources in a smart grid: A comprehensive review
AO Ali, MR Elmarghany, MM Abdelsalam… - Journal of Energy …, 2022 - Elsevier
Nowadays, energy plays a prominent role in all aspects of our life. So far, unclean and non-
renewable energy, which has severe economic and environmental impacts, dominant the …
renewable energy, which has severe economic and environmental impacts, dominant the …
[HTML][HTML] Deep reinforcement learning for home energy management system control
The use of machine learning techniques has been proven to be a viable solution for smart
home energy management. These techniques autonomously control heating and domestic …
home energy management. These techniques autonomously control heating and domestic …