Application of big data and machine learning in smart grid, and associated security concerns: A review

E Hossain, I Khan, F Un-Noor, SS Sikander… - Ieee …, 2019 - ieeexplore.ieee.org
This paper conducts a comprehensive study on the application of big data and machine
learning in the electrical power grid introduced through the emergence of the next …

A critical and comparative review of energy management strategies for microgrids

P Sharma, HD Mathur, P Mishra, RC Bansal - Applied Energy, 2022 - Elsevier
Energy management (EM) can be defined as the process of monitoring, planning,
optimizing, and saving energy to obtain an energy-efficient system. A microgrid (MG) is …

[HTML][HTML] Energy management in microgrids with renewable energy sources: A literature review

YE García Vera, R Dufo-López, JL Bernal-Agustín - Applied Sciences, 2019 - mdpi.com
Renewable energy sources have emerged as an alternative to meet the growing demand for
energy, mitigate climate change, and contribute to sustainable development. The integration …

Application and assessment of internet of things toward the sustainability of energy systems: Challenges and issues

PK Khatua, VK Ramachandaramurthy… - Sustainable Cities and …, 2020 - Elsevier
The availability of renewable energy sources along with the advancement of sensing and
communication technologies has resulted in the sustainable operation of modern energy …

[HTML][HTML] Modeling and analysis of cost-effective energy management for integrated microgrids

A Shufian, N Mohammad - Cleaner Engineering and Technology, 2022 - Elsevier
A microgrid concept is an innovative approach for integrating hybrid and renewable energy
sources into the utility grid. The uncertainties because of the intermittent nature of renewable …

Optimization-and rule-based energy management systems at the Canadian renewable energy laboratory microgrid facility

M Restrepo, CA Cañizares, JW Simpson-Porco, P Su… - Applied Energy, 2021 - Elsevier
This paper presents the development, implementation, and commissioning of two different
Energy Management Systems (EMSs) for the Canadian Renewable Energy Laboratory …

Optimal day-ahead self-scheduling and operation of prosumer microgrids using hybrid machine learning-based weather and load forecasting

J Faraji, A Ketabi, H Hashemi-Dezaki… - IEEE …, 2020 - ieeexplore.ieee.org
Prosumer microgrids (PMGs) are considered as active users in smart grids. These units are
able to generate and sell electricity to aggregators or neighbor consumers in the prosumer …

Communication requirements in microgrids: A practical survey

I Serban, S Cespedes, C Marinescu… - IEEE …, 2020 - ieeexplore.ieee.org
Progress in Microgrid (MG) research has evolved the MG concept from classical, purely MG
power networks to more advanced power and communications networks. The …