[PDF][PDF] From BIM to digital twins: A systematic review of the evolution of intelligent building representations in the AEC-FM industry.

M Deng, CC Menassa, VR Kamat - Journal of Information Technology in …, 2021 - itcon.org
The widespread adoption of Building Information Modeling (BIM) and the recent emergence
of Internet of Things (IoT) applications offer several new insights and decision-making …

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 …

On-line building energy optimization using deep reinforcement learning

E Mocanu, DC Mocanu, PH Nguyen… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Unprecedented high volumes of data are becoming available with the growth of the
advanced metering infrastructure. These are expected to benefit planning and operation of …

Deep reinforcement learning for continuous electric vehicles charging control with dynamic user behaviors

L Yan, X Chen, J Zhou, Y Chen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper aims to crack the individual EV charging scheduling problem considering the
dynamic user behaviors and the electricity price. The uncertainty of the EV charging demand …

Federated reinforcement learning for energy management of multiple smart homes with distributed energy resources

S Lee, DH Choi - IEEE Transactions on Industrial Informatics, 2020 - ieeexplore.ieee.org
This article proposesa novel federated reinforcement learning (FRL) approach for the
energy management of multiple smart homes with home appliances, a solar photovoltaic …

Stochastic control of smart home energy management with plug-in electric vehicle battery energy storage and photovoltaic array

X Wu, X Hu, S Moura, X Yin, V Pickert - Journal of Power Sources, 2016 - Elsevier
Energy management strategies are instrumental in the performance and economy of smart
homes integrating renewable energy and energy storage. This article focuses on stochastic …

Impacts of grid integration of solar PV and electric vehicle on grid stability, power quality and energy economics: A review

A Tavakoli, S Saha, MT Arif, ME Haque… - IET Energy Systems …, 2020 - Wiley Online Library
Grid integration of solar photovoltaic (PV) systems and electric vehicles (EVs) has been
increasing in recent years, mainly with two motivations: reducing energy cost, and reducing …

[HTML][HTML] The key role of aggregators in the energy transition under the latest European regulatory framework

S Kerscher, P Arboleya - International Journal of Electrical Power & Energy …, 2022 - Elsevier
Future energy systems are reliant on the expansion and management of low-carbon
technologies in order to reach climate goals. Impact studies of high-penetration intermittent …

Local energy communities in service of sustainability and grid flexibility provision: Hierarchical management of shared energy storage

H Nagpal, II Avramidis, F Capitanescu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Local Energy Communities (LECs) can facilitate the transition towards sustainable and
clean energy system infrastructure. In this work, we construct a novel hierarchical energy …

Optimization strategy based on deep reinforcement learning for home energy management

Y Liu, D Zhang, HB Gooi - CSEE Journal of Power and Energy …, 2020 - ieeexplore.ieee.org
With the development of a smart grid and smart home, massive amounts of data can be
made available, providing the basis for algorithm training in artificial intelligence …