A Review on Phase Change Materials for Sustainability Applications by Leveraging Machine Learning DOI Creative Commons
Sunil Kumar, Debjyoti Banerjee

IntechOpen eBooks, Год журнала: 2024, Номер unknown

Опубликована: Апрель 23, 2024

Phase change materials (PCMs) have been envisioned for thermal energy storage (TES) and management applications (TMAs), such as supplemental cooling air-cooled condensers in power plants (to obviate water usage), electronics reduce the environmental footprint of data centers), buildings. In recent reports, machine learning (ML) techniques deployed to improve sustainability, performance, resilience, robustness, reliability TES platforms that use PCMs by leveraging Cold Finger Technique (CFT) avoid supercooling (since can degrade effectiveness TES). Recent studies shown be enhanced using additives, nucleators gelling agents, including organic (paraffin wax) inorganic (e.g., salt hydrates eutectics) PCMs. Additionally, material compatibility with different metals alloys also garnered significant attention. Long-term demonstrating stability candidate will summarized this review book chapter.

Язык: Английский

Comprehensive analysis of polyethylene glycol – lauric acid as a promising phase change material: Spectroscopic, thermal, and quantum insights DOI

Khair Husniatul,

Danyang Cui,

Hongyan Lü

и другие.

Journal of Molecular Liquids, Год журнала: 2024, Номер unknown, С. 126261 - 126261

Опубликована: Окт. 1, 2024

Язык: Английский

Процитировано

1
Underwater Thermal Energy Harvesting: Frameworks, Challenges, Applications and Future Investigation DOI Creative Commons
Anwar Khan, Santos Gràcia Villar, Luís Alonso Dzul López

и другие.

IEEE Access, Год журнала: 2024, Номер 12, С. 174371 - 174386

Опубликована: Янв. 1, 2024

Язык: Английский

Процитировано

1
A Review on Phase Change Materials for Sustainability Applications by Leveraging Machine Learning DOI Creative Commons
Sunil Kumar, Debjyoti Banerjee

IntechOpen eBooks, Год журнала: 2024, Номер unknown

Опубликована: Апрель 23, 2024

Phase change materials (PCMs) have been envisioned for thermal energy storage (TES) and management applications (TMAs), such as supplemental cooling air-cooled condensers in power plants (to obviate water usage), electronics reduce the environmental footprint of data centers), buildings. In recent reports, machine learning (ML) techniques deployed to improve sustainability, performance, resilience, robustness, reliability TES platforms that use PCMs by leveraging Cold Finger Technique (CFT) avoid supercooling (since can degrade effectiveness TES). Recent studies shown be enhanced using additives, nucleators gelling agents, including organic (paraffin wax) inorganic (e.g., salt hydrates eutectics) PCMs. Additionally, material compatibility with different metals alloys also garnered significant attention. Long-term demonstrating stability candidate will summarized this review book chapter.

Язык: Английский

Процитировано

1