[HTML][HTML] Deep learning for power quality

RA de Oliveira, MHJ Bollen - Electric Power Systems Research, 2023 - Elsevier
This paper aims to introduce deep learning to the power quality community by reviewing the
latest applications and discussing the open challenges of this technology. Publications …

Hierarchical control for microgrids: a survey on classical and machine learning-based methods

S Li, A Oshnoei, F Blaabjerg, A Anvari-Moghaddam - Sustainability, 2023 - mdpi.com
Microgrids create conditions for efficient use of integrated energy systems containing
renewable energy sources. One of the major challenges in the control and operation of …

Review of computational intelligence approaches for microgrid energy management

M Bilal, AA Algethami, S Hameed - IEEE Access, 2024 - ieeexplore.ieee.org
This research investigates implementing and optimizing microgrid energy management
systems (EMS) utilizing artificial intelligence (AI). Inspired by the need for efficient resource …

Hierarchical dual loop voltage and frequency control in stand alone microgrid with priority based intelligent load management

S Chakraborty, S Kar, SR Samantaray - Electric Power Systems Research, 2023 - Elsevier
The paper presents a hierarchical voltage and frequency control framework for peak and off-
peak hours to enhance grid resiliency. The primary control is equipped with dual loop …

Challenges in smartizing operational management of functionally-smart inverters for distributed energy resources: A review on machine learning aspects

Y Fujimoto, A Kaneko, Y Iino, H Ishii, Y Hayashi - Energies, 2023 - mdpi.com
The widespread introduction of functionally-smart inverters will be an indispensable factor
for the large-scale penetration of distributed energy resources (DERs) via the power system …

Hierarchical control for voltage unbalance mitigation considering load management in stand-alone microgrid

S Bera, S Chakraborty, S Kar… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Unevenly distributed loads at different phases may lead to stability issues and incur high
losses in a low inertial microgrid with a rise in Voltage Unbalance (VU). Thus, a suitable …

Service Quality Analysis on Tracking System and Management of Bus Passenger Study at PT Indo Trans Teknologi

FH Hanifa, GI Hapsari, GA Mutiara… - 6th Mechanical …, 2023 - atlantis-press.com
Technological advancement affects a country's social, political, and transportation
development. Operating system, facilities, and infrastructure all use modern bus technology …

PV-Fed Micro-Inverter with Battery Storage for Single Phase Grid Applications

P Pydikalva, S Natarajan, B Aljafari… - Electric Power …, 2023 - Taylor & Francis
Nowadays, micro-inverters are trending due to the latest features consisting in PV
technology. However, integration of a high-gain boost converter is needed to improve the …

Review of Control Strategy with Different Loading Conditions Considering Demand Side Management

B Mouleeka, S Chakraborty, S Kar - Distributed Energy Resources …, 2024 - taylorfrancis.com
The penetration of renewable energy sources (RES) in a low-inertia, stand-alone microgrid
system is prone to severe stability issues due to the intermittent availability of RES such as …

Hierarchical Control of Stand Alone Microgrid for Peak and off-peak Hours Operation

S Chakraborty, S Kar - 2022 IEEE 10th Power India …, 2022 - ieeexplore.ieee.org
Microgrid faces power quality issues like voltage and frequency unbalance due to its low
inertia. The limited generation and heterogeneous load switching results in generation …