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 …

Smart grid—The new and improved power grid: A survey

X Fang, S Misra, G Xue, D Yang - … communications surveys & …, 2011 - ieeexplore.ieee.org
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 …

A survey on demand response in smart grids: Mathematical models and approaches

R Deng, Z Yang, MY Chow… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
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' …

Dependable demand response management in the smart grid: A Stackelberg game approach

S Maharjan, Q Zhu, Y Zhang… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
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 …

Dynamic pricing and energy consumption scheduling with reinforcement learning

BG Kim, Y Zhang, M Van Der Schaar… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
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 …

Demand response management via real-time electricity price control in smart grids

LP Qian, YJA Zhang, J Huang… - IEEE Journal on Selected …, 2013 - ieeexplore.ieee.org
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 …

An optimal and distributed demand response strategy with electric vehicles in the smart grid

Z Tan, P Yang, A Nehorai - IEEE Transactions on Smart Grid, 2014 - ieeexplore.ieee.org
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 …

[HTML][HTML] A widespread review of smart grids towards smart cities

M Farmanbar, K Parham, Ø Arild, C Rong - Energies, 2019 - mdpi.com
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 …

Toward integrating distributed energy resources and storage devices in smart grid

G Xu, W Yu, D Griffith, N Golmie… - IEEE internet of things …, 2016 - ieeexplore.ieee.org
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 …

Monitoring and optimization for power grids: A signal processing perspective

GB Giannakis, V Kekatos, N Gatsis… - IEEE Signal …, 2013 - ieeexplore.ieee.org
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 …