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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 …
Smart grid—The new and improved power grid: A survey
The Smart Grid, regarded as the next generation power grid, uses two-way flows of
electricity and information to create a widely distributed automated energy delivery network …
electricity and information to create a widely distributed automated energy delivery network …
A survey on demand response in smart grids: Mathematical models and approaches
The smart grid is widely considered to be the informationization of the power grid. As an
essential characteristic of the smart grid, demand response can reschedule the users' …
essential characteristic of the smart grid, demand response can reschedule the users' …
Dependable demand response management in the smart grid: A Stackelberg game approach
Demand Response Management (DRM) is a key component in the smart grid to effectively
reduce power generation costs and user bills. However, it has been an open issue to …
reduce power generation costs and user bills. However, it has been an open issue to …
Dynamic pricing and energy consumption scheduling with reinforcement learning
In this paper, we study a dynamic pricing and energy consumption scheduling problem in
the microgrid where the service provider acts as a broker between the utility company and …
the microgrid where the service provider acts as a broker between the utility company and …
Demand response management via real-time electricity price control in smart grids
This paper proposes a real-time pricing scheme that reduces the peak-to-average load ratio
through demand response management in smart grid systems. The proposed scheme …
through demand response management in smart grid systems. The proposed scheme …
An optimal and distributed demand response strategy with electric vehicles in the smart grid
In this paper, we propose a new model of demand response management for the future
smart grid that integrates plug-in electric vehicles and renewable distributed generators. A …
smart grid that integrates plug-in electric vehicles and renewable distributed generators. A …
[HTML][HTML] A widespread review of smart grids towards smart cities
Nowadays, the importance of energy management and optimization by means of smart
devices has arisen as an important issue. On the other hand, the intelligent application of …
devices has arisen as an important issue. On the other hand, the intelligent application of …
Toward integrating distributed energy resources and storage devices in smart grid
The smart grid, as one of typical applications supported by Internet of Things, denoted as a
re-engineering and a modernization of the traditional power grid, aims to provide reliable …
re-engineering and a modernization of the traditional power grid, aims to provide reliable …
Monitoring and optimization for power grids: A signal processing perspective
Although the North American power grid has been recognized as the most important
engineering achievement of the 20th century, the modern power grid faces major challenges …
engineering achievement of the 20th century, the modern power grid faces major challenges …