Artificial intelligence techniques in smart grid: A survey

OA Omitaomu, H Niu - Smart Cities, 2021 - mdpi.com
The smart grid is enabling the collection of massive amounts of high-dimensional and multi-
type data about the electric power grid operations, by integrating advanced metering …

State-of-the-art artificial intelligence techniques for distributed smart grids: A review

SS Ali, BJ Choi - Electronics, 2020 - mdpi.com
The power system worldwide is going through a revolutionary transformation due to the
integration with various distributed components, including advanced metering infrastructure …

A review on application of artificial intelligence techniques in microgrids

E Mohammadi, M Alizadeh… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
A microgrid can be formed by the integration of different components such as loads,
renewable/conventional units, and energy storage systems in a local area. Microgrids with …

Artificial intelligence techniques: How can it solve problems in power electronics?: An advancing frontier

BK Bose - IEEE Power Electronics Magazine, 2020 - ieeexplore.ieee.org
Artificial intelligence (AI) techniques have recently emerged as the powerful and advancing
frontier in power electronics and their impact in the next generation of power electronics …

Artificial intelligence techniques for stability analysis and control in smart grids: Methodologies, applications, challenges and future directions

Z Shi, W Yao, Z Li, L Zeng, Y Zhao, R Zhang, Y Tang… - Applied Energy, 2020 - Elsevier
Smart grid is the new trend for clean, sustainable, efficient and reliable energy generation,
delivery and use. To ensure stable and secure operation is essential for the smart grid …

Comparative analysis of machine learning algorithms for prediction of smart grid stability

AK Bashir, S Khan, B Prabadevi… - … on Electrical Energy …, 2021 - Wiley Online Library
The global demand for electricity has visualized high growth with the rapid growth in
population and economy. It thus becomes necessary to efficiently distribute electricity to …

A new generation of AI: A review and perspective on machine learning technologies applied to smart energy and electric power systems

L Cheng, T Yu - International Journal of Energy Research, 2019 - Wiley Online Library
The new generation of artificial intelligence (AI), called AI 2.0, has recently become a
research focus. Data‐driven AI 2.0 will accelerate the development of smart energy and …

Transformation of smart grid using machine learning

S Azad, F Sabrina, S Wasimi - 2019 29th Australasian …, 2019 - ieeexplore.ieee.org
With the advent of distributed and renewable energy sources, maintaining the stability of
power grid is becoming increasingly difficult. Traditional power grid can be transformed into …

Artificial intelligence techniques in smart grid and renewable energy systems—some example applications

BK Bose - Proceedings of the IEEE, 2017 - ieeexplore.ieee.org
Artificial intelligence (AI) techniques, such as expert systems (ESs), fuzzy logic (FL), and
artificial neural networks (ANNs or NNWs) have brought an advancing frontier in power …

Big data framework for analytics in smart grids

AA Munshi, ARIM Yasser - Electric Power Systems Research, 2017 - Elsevier
Smart meters are being deployed replacing conventional meters worldwide and to enable
automated collection of energy consumption data. However, the massive amounts of data …