A review of the applications of artificial intelligence in renewable energy systems: An approach-based study

M Shoaei, Y Noorollahi, A Hajinezhad… - Energy Conversion and …, 2024 - Elsevier
Recent advancements in data science and artificial intelligence, as well as the development
of clean and sustainable energy sources, have created numerous opportunities for energy …

Efficient operation of battery energy storage systems, electric-vehicle charging stations and renewable energy sources linked to distribution systems

A Eid, O Mohammed, H El-Kishky - Journal of Energy Storage, 2022 - Elsevier
In this paper, distribution systems are optimized to accommodate different renewable energy
sources, including PhotoVoltaic (PV) and Wind Turbine (WT) units with existing Electric …

Potential of explainable artificial intelligence in advancing renewable energy: challenges and prospects

VN Nguyen, W Tarełko, P Sharma, AS El-Shafay… - Energy & …, 2024 - ACS Publications
Modern machine learning (ML) techniques are making inroads in every aspect of renewable
energy for optimization and model prediction. The effective utilization of ML techniques for …

Thermal energy storage with PCMs: A comprehensive study of horizontal shell and multi-tube systems with finned design

SSM Ajarostaghi, A Amirsoleymani, M Arıcı… - Journal of Energy …, 2023 - Elsevier
Due to its unique qualities and advantages, phase change materials (PCMs) are crucial for
thermal energy storage in various applications. The poor conductivity of PCMs is known to …

Renewable energy role in low-carbon economy and net-zero goal: Perspectives and prospects

VG Nguyen, R Sirohi, MH Tran… - Energy & …, 2024 - journals.sagepub.com
Several issues such as sustainability, CO2 footprint, and energy supply security which
primarily resulted from fossil fuel emissions have become the main concerns for analysts …

Investigation of an integrated circulating fluidized bed gasifier/steam turbine/proton exchange membrane (PEM) fuel cell system for torrefied biomass and modeling …

F Kartal, U Özveren - Energy Conversion and Management, 2022 - Elsevier
In this study, the Aspen Plus simulator was used to develop a circulating fluidized bed (CFB)
gasifier/steam turbine/proton-exchange membrane (PEM) fuel cell integrated system. Since …

Survey of strategies to optimize battery operation to minimize the electricity cost in a microgrid with renewable energy sources and electric vehicles

R Colucci, I Mahgoub, H Yousefizadeh… - IEEE Access, 2024 - ieeexplore.ieee.org
There is a rapid increase in the utilization of renewable sources such as solar and wind to
provide power and electricity. The reason for this trend is to reduce costs and preserve the …

[HTML][HTML] Profitability of battery storage in hybrid hydropower–solar photovoltaic plants

J Fagerström, S Das, ØS Klyve, V Olkkonen… - Journal of Energy …, 2024 - Elsevier
Increased energy demand and rapid environmental changes triggered by global
greenhouse gas emissions have forced numerous countries to consider renewable energy …

[HTML][HTML] Data-driven prediction models of photovoltaic energy for smart grid applications

S Souabi, A Chakir, M Tabaa - Energy Reports, 2023 - Elsevier
Due to the low total cost of production, photovoltaic energy is a key component of installed
renewable energy worldwide. However, photovoltaic energy is volatile in nature as it …

Assessing the impact of hydropower projects in Brazil through data envelopment analysis and machine learning

M Bortoluzzi, M Furlan, JF dos Reis Neto - Renewable Energy, 2022 - Elsevier
The aim of this study was to assess the environmental impact of hydroelectric power
generation projects and classify them according to their scale of environmental impact. To …