Big data analytics in smart grids: a review

Y Zhang, T Huang, EF Bompard - Energy informatics, 2018 - Springer
Data analytics are now playing a more important role in the modern industrial systems.
Driven by the development of information and communication technology, an information …

AC microgrid protection–A review: Current and future prospective

B Patnaik, M Mishra, RC Bansal, RK Jena - Applied Energy, 2020 - Elsevier
Microgrid is an important component of the evolving smart-grid. It has the ability to increase
reliability, decrease costs, and enlarge penetration rates for distribution generation systems …

Comprehensive review of islanding detection methods for distributed generation systems

MS Kim, R Haider, GJ Cho, CH Kim, CY Won, JS Chai - Energies, 2019 - mdpi.com
The increased penetration of distributed generation (DG), renewable energy utilization, and
the introduction of the microgrid concept have changed the shape of conventional electric …

A comprehensive review on intelligent islanding detection techniques for renewable energy integrated power system

BK Panigrahi, A Bhuyan, J Shukla… - … Journal of Energy …, 2021 - Wiley Online Library
Renewable sources of energy are used extensively in the distribution grid to meet the need
for growing electricity demand and to resolve the global heating crisis caused by traditional …

A hybrid islanding detection method based on the rates of changes in voltage and active power for the multi-inverter systems

M Seyedi, SA Taher, B Ganji… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper proposes hybrid islanding detection for inverter-based distributed generation
(DG) units. Conventionally, passive islanding detection methods may fail when power …

A novel Multi-LSTM based deep learning method for islanding detection in the microgrid

AK Özcanlı, M Baysal - Electric Power Systems Research, 2022 - Elsevier
Microgrid (MG) is a key part of the future energy system that can operate in either grid-
connected or island mode by enabling the growing integration of renewable energy sources …

Islanding detection methods for microgrids: A comprehensive review

MY Worku, MA Hassan, LS Maraaba, MA Abido - Mathematics, 2021 - mdpi.com
Microgrids that are integrated with distributed energy resources (DERs) provide many
benefits, including high power quality, energy efficiency and low carbon emissions, to the …

Islanding detection of microgrid incorporating inverter based DGs using long short-term memory network

AA Abdelsalam, AA Salem, ES Oda… - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposes a new approach for rapid detection of islanding events in a microgrid
(MG). The proposed approach is a two-step procedure in which the first step is to extract …

A conceptual and systematics for intelligent power management system-based cloud computing: Prospects, and challenges

AHA AL-Jumaili, YIA Mashhadany, R Sulaiman… - Applied Sciences, 2021 - mdpi.com
This review describes a cloud-based intelligent power management system that uses
analytics as a control signal and processes balance achievement pointer, and describes …

A comprehensive review on big data for industries: Challenges and opportunities

S Sarker, MS Arefin, M Kowsher, T Bhuiyan… - IEEE …, 2022 - ieeexplore.ieee.org
Technological advancements in large industries like power, minerals, and manufacturing
are generating massive data every second. Big data techniques have opened up numerous …