Artificial neural networks based optimization techniques: A review

MGM Abdolrasol, SMS Hussain, TS Ustun, MR Sarker… - Electronics, 2021 - mdpi.com
In the last few years, intensive research has been done to enhance artificial intelligence (AI)
using optimization techniques. In this paper, we present an extensive review of artificial …

Battery management, key technologies, methods, issues, and future trends of electric vehicles: A pathway toward achieving sustainable development goals

MSH Lipu, AA Mamun, S Ansari, MS Miah, K Hasan… - Batteries, 2022 - mdpi.com
Recently, electric vehicle (EV) technology has received massive attention worldwide due to
its improved performance efficiency and significant contributions to addressing carbon …

Fuzzy logic-based energy management for isolated microgrid using meta-heuristic optimization algorithms

M Rodriguez, D Arcos–Aviles, W Martinez - Applied Energy, 2023 - Elsevier
Rural areas have increased directly with the growth of the world population. Although,
isolated rural areas do not have the energy infrastructure to supply essential services such …

A comparative review on energy storage systems and their application in deregulated systems

MR Chakraborty, S Dawn, PK Saha, JB Basu, TS Ustun - Batteries, 2022 - mdpi.com
Electrical energy is critical to the advancement of both social and economic growth. Because
of its importance, the electricity industry has historically been controlled and operated by …

[HTML][HTML] Implementation of artificial intelligence techniques in microgrid control environment: Current progress and future scopes

R Trivedi, S Khadem - Energy and AI, 2022 - Elsevier
Microgrids are gaining popularity by facilitating distributed energy resources (DERs) and
forming essential consumer/prosumer centric integrated energy systems. Integration …

Applications of energy storage systems in enhancing energy management and access in microgrids: A review

ZM Ali, M Calasan, SHEA Aleem, F Jurado… - Energies, 2023 - mdpi.com
As the world's population continues to grow and the demand for energy increases, there is
an urgent need for sustainable and efficient energy systems. Renewable energy sources …

Energy management and voltage control in microgrids using artificial neural networks, PID, and fuzzy logic controllers

KA Al Sumarmad, N Sulaiman, NIA Wahab, H Hizam - Energies, 2022 - mdpi.com
Microgrids, comprising distributed generation, energy storage systems, and loads, have
recently piqued users' interest as a potentially viable renewable energy solution for …

Multi-objective optimal scheduling of a microgrid using oppositional gradient-based grey wolf optimizer

A Rajagopalan, K Nagarajan, OD Montoya… - Energies, 2022 - mdpi.com
Optimal energy management has become a challenging task to accomplish in today's
advanced energy systems. If energy is managed in the most optimal manner, tremendous …

[HTML][HTML] Optimal fuzzy logic controller based PSO for photovoltaic system

MGM Abdolrasol, A Ayob, AH Mutlag, TS Ustun - Energy Reports, 2023 - Elsevier
In this study, an off-grid photovoltaic (PV) inverter generates three-phase power to supply
the local load and is controlled using an optimized fuzzy logic controller (FLC) using particle …

[HTML][HTML] Data-driven energy management of virtual power plants: A review

G Ruan, D Qiu, S Sivaranjani, ASA Awad… - Advances in Applied …, 2024 - Elsevier
A virtual power plant (VPP) refers to an active aggregator of heterogeneous distributed
energy resources (DERs), which creates a promising pathway to expand renewable energy …