Unlocking the potential of long-duration energy storage: Pathways to net-zero emissions through global innovation and collaboration
This paper investigates the pivotal role of Long-Duration Energy Storage (LDES) in
achieving net-zero emissions, emphasizing the importance of international collaboration in …
achieving net-zero emissions, emphasizing the importance of international collaboration in …
Enhancing the thermal performance of an electronic chipset using an innovative cooling system: Insights from machine learning models
The thermal efficiency of an electronic chipset is investigated in this study, utilizing a novel
heat sink design. A thermal energy storage system is implemented, consisting of a Phase …
heat sink design. A thermal energy storage system is implemented, consisting of a Phase …
A novel multi-objective optimization framework for the thermal management system of high-power density switching power supply
Z Ou, Y Yin, F Gao, L Zhu - Applied Thermal Engineering, 2025 - Elsevier
Significant heat generation can reduce device reliability and increase system failure in high-
power density switching power supplies. However, conventional thermal designs are often …
power density switching power supplies. However, conventional thermal designs are often …
Performance prediction of tube-in-shell thermal storage devices with different inner tube positions using the HHO-BP neural network
This paper presents a numerical simulation study and a machine learning based prediction
of the melting process in the Tube-in-shell thermal storage device. The two-dimensional …
of the melting process in the Tube-in-shell thermal storage device. The two-dimensional …
Modelling of PCM based composite heat sink under varying ambient conditions: A data driven approach
VR Sreenath, S Chanda - Thermal Science and Engineering Progress, 2025 - Elsevier
This study develops a data-driven model using artificial neural networks (ANNs) based on
experimental data to accurately predict the temporal evolution of interface temperature of a …
experimental data to accurately predict the temporal evolution of interface temperature of a …