Phase change materials and nano-enhanced phase change materials for thermal energy storage in photovoltaic thermal systems: A futuristic approach and its …

RR Kumar, M Samykano, AK Pandey… - … and Sustainable Energy …, 2020 - Elsevier
In recent years, photovoltaic thermal (PVT) systems have emerged as an imperative
research area due to the escalating demand for energy worldwide. Phase change materials …

Performance prediction, optimal design and operational control of thermal energy storage using artificial intelligence methods

Z He, W Guo, P Zhang - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Capable of storing and redistributing energy, thermal energy storage (TES) shows a
promising applicability in energy systems. Recently, artificial intelligence (AI) technique is …

Multi-objective optimization of multiple droplet impacts on a molten PCM using NSGA-II optimizer and artificial neural network

S Faghiri, P Poureslami, H Partovi Aria, MB Shafii - Scientific Reports, 2023 - nature.com
Embracing an interaction between the phase change material (PCM) and the droplets of a
heat transfer fluid, the direct contact (DC) method suggests a cutting-edge solution for …

[HTML][HTML] Techno-economic analysis of a biogas-fueled micro gas turbine cogeneration system with seasonal thermal energy storage

Q Zhang, R Banihabib, FS Fadnes, TAS Sazon… - Energy Conversion and …, 2023 - Elsevier
In this study, the techno-economic performance of an integrated energy system, which
consisted of a biogas-fueled micro gas turbine, seasonal thermal energy storage using a …

Passive and active phase change materials integrated building energy systems with advanced machine-learning based climate-adaptive designs, intelligent …

Y Zhou, S Zheng, Z Liu, T Wen, Z Ding, J Yan… - … and Sustainable Energy …, 2020 - Elsevier
Integrating phase change materials (PCMs) in buildings cannot only enhance the energy
performance, but also improve the renewable utilization efficiency through considerable …

Solar air heating systems with latent heat storage-a review of state-of-the-art

A Sharma, R Pitchumani, R Chauhan - Journal of Energy Storage, 2022 - Elsevier
Solar air heating systems (SAHS) are a widely utilized and studied application of solar
thermal energy. The integration of thermal storage, especially latent heat storage (LHS), with …

Optimization of design parameter of V-shaped perforated blocks in rectangular duct of solar air heater by using hybrid BWM-CODAS technique

R Khargotra, T Alam, K Thu, K András… - Solar Energy Materials and …, 2024 - Elsevier
This study investigates the influence of different functional parameters of V-SP blocks on
flow characteristics and heat enhancement in a rectangular duct via experimental analysis …

Machine learning-based optimal design of a phase change material integrated renewable system with on-site PV, radiative cooling and hybrid ventilations—study of …

Y Zhou, S Zheng, G Zhang - Energy, 2020 - Elsevier
The widespread application of advanced renewable systems with optimal design can
promote the cleaner production, reduce the carbon dioxide emission and realise the …

Thermal behavior in a solar air heater channel roughened with delta-shaped vortex generators

MT Baissi, A Brima, K Aoues, R Khanniche… - Applied Thermal …, 2020 - Elsevier
Despite the various techniques used in strengthening the Solar Air Heater (SAH) through
extended surfaces (obstacles) on the absorber plate, its thermal performance remains far …

Enhancing solar thermal collector systems for hot water production through machine learning-driven multi-objective optimization with phase change material (PCM)

E Assareh, A Riaz, M Ahmadinejad… - Journal of Energy …, 2023 - Elsevier
Energy storage and supply in solar thermal collector systems rely heavily on phase change
materials (PCM). It is vital to establish the appropriate values for energy discharge time (t …