Demand side management in microgrid: A critical review of key issues and recent trends

D Kanakadhurga, N Prabaharan - Renewable and Sustainable Energy …, 2022 - Elsevier
In a deregulated power system, Demand Side Management (DSM) plays a vital role in
handling the uncertain renewable power generation and load. The flat load-profile can be …

A review on the integration of probabilistic solar forecasting in power systems

B Li, J Zhang - Solar Energy, 2020 - Elsevier
As one of the fastest growing renewable energy sources, the integration of solar power
poses great challenges to power systems due to its variable and uncertain nature. As an …

A multi-agent reinforcement learning-based data-driven method for home energy management

X Xu, Y Jia, Y Xu, Z Xu, S Chai… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper proposes a novel framework for home energy management (HEM) based on
reinforcement learning in achieving efficient home-based demand response (DR). The …

Stochastic-weighted robust optimization based bilayer operation of a multi-energy building microgrid considering practical thermal loads and battery degradation

Z Li, L Wu, Y Xu, X Zheng - IEEE Transactions on Sustainable …, 2021 - ieeexplore.ieee.org
This paper discusses a bilayer coordinated operation scheme for the multi-energy building
microgrid (MEBM) with comprehensive uncertainty sources. First, a building model …

A data-driven DRL-based home energy management system optimization framework considering uncertain household parameters

K Ren, J Liu, Z Wu, X Liu, Y Nie, H Xu - Applied Energy, 2024 - Elsevier
With the rise in household computing power and the increasing number of smart devices,
more and more residents are able to participate in demand response (DR) management …

Fuzzy Q-learning-based approach for real-time energy management of home microgrids using cooperative multi-agent system

A Salari, SE Ahmadi, M Marzband, M Zeinali - Sustainable Cities and …, 2023 - Elsevier
The development of plug-in electrical vehicles (PEVs) and distributed energy resources in
home microgrids (H-MGs) is gaining attention in recent years. Accordingly, it is vital to apply …

Hierarchical energy management system for multi-microgrid coordination with demand-side management

R Bustos, LG Marín, A Navas-Fonseca… - Applied Energy, 2023 - Elsevier
This paper presents an energy management system (EMS) with demand-side management
(DSM) capabilities to optimally coordinate multiple microgrids connected to the same main …

Demand response in consumer-Centric electricity market: Mathematical models and optimization problems

BSK Patnam, NM Pindoriya - Electric Power Systems Research, 2021 - Elsevier
This article presents an overview of mathematical modeling and optimization of demand
response (DR) algorithms reported in the literature. The DR can be implemented at various …

Real-time energy management in an off-grid smart home: Flexible demand side control with electric vehicle and green hydrogen production

AR Boynuegri, B Tekgun - International Journal of Hydrogen Energy, 2023 - Elsevier
A real-time energy management system for an off-grid smart home is presented in this
paper. The primary energy sources for the system are wind turbine and photovoltaics, with a …

Stochastic optimization of home energy management system using clustered quantile scenario reduction

M Kim, T Park, J Jeong, H Kim - Applied Energy, 2023 - Elsevier
Recent proliferation of renewable energy has increased the installation of residential energy
sources (eg, roof-top photovoltaic (PV) panel and residential wind turbine) in households. To …