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Applications of machine learning techniques in energy systems integrated with phase change materials-A concise review
S Rashidi - Engineering Analysis with Boundary Elements, 2023 - Elsevier
Phase change materials have received many attentions during last years owing to their
potentials for thermal energy storage. High latent heat of these materials enables improved …
potentials for thermal energy storage. High latent heat of these materials enables improved …
Comprehensive analysis of flow and heat transfer performance in triply periodic minimal surface (TPMS) heat exchangers based on Fischer-Koch S, PMY, FRD, and …
Industries engaged in the perpetual production, consumption, and conservation of energy
demand precise thermal-management methodologies. Additive manufacturing enables the …
demand precise thermal-management methodologies. Additive manufacturing enables the …
Exploring efficacy of machine learning (artificial neural networks) for enhancing reliability of thermal energy storage platforms utilizing phase change materials
Abstract Thermal Energy Storage (TES) platforms mitigate the paucity between peaks in
consumption and supply, ie, they absorb thermal energy during periods of excess supply …
consumption and supply, ie, they absorb thermal energy during periods of excess supply …
Review of supercooling suppression of phase change materials based on nanoparticles
The phenomenon of supercooling in phase change materials has been a major obstacle to
the effective use of these materials in thermal energy storage systems. Numerous studies …
the effective use of these materials in thermal energy storage systems. Numerous studies …
Leveraging machine learning (artificial neural networks) for enhancing performance and reliability of thermal energy storage platforms utilizing phase change …
Phase change materials (PCMs) have garnered significant attention over recent years due
to their efficacy for thermal energy storage (TES) applications. High latent heats exhibited by …
to their efficacy for thermal energy storage (TES) applications. High latent heats exhibited by …
[PDF][PDF] Multi-Scale Modelling and Design of Thermal Energy Storage (TES) Devices Based on Cementitious Materials.
M Rahjoo - 2024 - cfm.ehu.es
This thesis investigates the potential of using geopolymer concrete as an alternative to
ordinary Portland cement (OPC) for thermal energy storage (TES) systems, particularly for …
ordinary Portland cement (OPC) for thermal energy storage (TES) systems, particularly for …
Deep learning to enhance transient thermal performance and real-time control of an energy storage (TES) platform
Phase Change Materials (PCMs) are used for thermal energy storage (TES) due to their
high latent heat capacity. While inorganic PCMs have the ability to store large amounts of …
high latent heat capacity. While inorganic PCMs have the ability to store large amounts of …
Recent trends in artificial intelligence-inspired electronic thermal management—A review
The rise of computation-based methods in thermal management has gained immense
attention in recent years due to its ability to solve complex 'physics' problems, which are …
attention in recent years due to its ability to solve complex 'physics' problems, which are …