A review of incorporating PCMs in various types of concrete: Thermal and mechanical properties, crack control, frost-resistance, and workability DOI

Ning Ning,

Changyue Sun,

Zhongguo John

et al.

Journal of Energy Storage, Journal Year: 2025, Volume and Issue: 114, P. 115814 - 115814

Published: Feb. 13, 2025

Language: Английский

A comprehensive review of critical analysis of biodegradable waste PCM for thermal energy storage systems using machine learning and deep learning to predict dynamic behavior DOI Creative Commons
Aman Sharma, Pradeep Kumar Singh, Emad Makki

et al.

Heliyon, Journal Year: 2024, Volume and Issue: 10(3), P. e25800 - e25800

Published: Feb. 1, 2024

This article explores the use of phase change materials (PCMs) derived from waste, in energy storage systems. It emphasizes potential these PCMs addressing concerns related to fossil fuel usage and environmental impact. also highlights aspects including reduced reliance on renewable resources minimized greenhouse gas emissions waste reduction. The study discusses approaches such as integrating nanotechnology enhance thermal conductivity utilizing machine learning deep techniques for predicting dynamic behavior. provides an overall view research biodegradable waste-based how they can play a promising role achieving energy-efficient sustainable However, specific conclusions drawn presented results are not explicitly outlined, leaving room, investigation exploration this evolving field. Artificial neural network (ANN) predictive models devices perform differently. With 4% adjusted mean absolute error, Gaussian radial basis function kernel Support Vector Regression (SVR) model captured heat-related charging discharging issues. ANN predicted finned tube heat flux better than numerical model. SVM outperformed ANFIS some datasets. Material property predictions favored gradient boosting, but Linear SVR performed better, emphasizing application- dataset-specific selection. These provide insights into complex performance building structures, aiding design operation Biodegradable PCMs' sustainability includes carbon footprint, reduction, biodegradability, circular economy alignment. Nanotechnology, learning, improve prediction. Circular principles include reduction footprint Specific results-based stated. Presenting comprehensive overview current

Language: Английский

Citations

18
Thermal energy storage using phase change material for solar thermal technologies: A sustainable and efficient approach DOI
Pushpendra Kumar Singh Rathore, Basant Singh Sikarwar

Solar Energy Materials and Solar Cells, Journal Year: 2024, Volume and Issue: 277, P. 113134 - 113134

Published: Aug. 30, 2024

Language: Английский

Citations

17
A review of passive building thermal management with phase-change materials DOI

Aitonglu Zhang,

Yaxuan Xiong, Yanqi Zhao

et al.

Renewable and Sustainable Energy Reviews, Journal Year: 2025, Volume and Issue: 211, P. 115334 - 115334

Published: Jan. 9, 2025

Language: Английский

Citations

4
Eco-innovation in organic phase change materials for thermoregulatory textiles: sources, applications, fabrications, and future prospects towards sustainability DOI

Mostafizur Rahaman,

Md. Sabid Khan,

Md. Kamrul Hasan

et al.

International Journal of Environmental Science and Technology, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 6, 2025

Language: Английский

Citations

3
A review of incorporating PCMs in various types of concrete: Thermal and mechanical properties, crack control, frost-resistance, and workability DOI

Ning Ning,

Changyue Sun,

Zhongguo John

et al.

Journal of Energy Storage, Journal Year: 2025, Volume and Issue: 114, P. 115814 - 115814

Published: Feb. 13, 2025

Language: Английский

Citations

2