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Application of big data and machine learning in smart grid, and associated security concerns: A review
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 …
learning in the electrical power grid introduced through the emergence of the next …
A critical and comparative review of energy management strategies for microgrids
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 …
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
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 …
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
The availability of renewable energy sources along with the advancement of sensing and
communication technologies has resulted in the sustainable operation of modern energy …
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 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 …
sources into the utility grid. The uncertainties because of the intermittent nature of renewable …
Short-term load forecasting for microgrid energy management system using hybrid HHO-FNN model with best-basis stationary wavelet packet transform
Accurate prediction of load has become one of the most crucial issue in the energy
management system of the microgrid. Therefore, a precise load forecasting tool is necessary …
management system of the microgrid. Therefore, a precise load forecasting tool is necessary …
Optimization-and rule-based energy management systems at the Canadian renewable energy laboratory microgrid facility
This paper presents the development, implementation, and commissioning of two different
Energy Management Systems (EMSs) for the Canadian Renewable Energy Laboratory …
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
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 …
able to generate and sell electricity to aggregators or neighbor consumers in the prosumer …
Communication requirements in microgrids: A practical survey
Progress in Microgrid (MG) research has evolved the MG concept from classical, purely MG
power networks to more advanced power and communications networks. The …
power networks to more advanced power and communications networks. The …
Technological elements behind the renewable energy community: current status, existing gap, necessity, and future perspective—overview
The Renewable Energy Community (REC) in Europe promotes renewable energy sources
(RESs), offering social, economic, and environmental benefits. This new entity could alter …
(RESs), offering social, economic, and environmental benefits. This new entity could alter …