Enhancing cold storage efficiency: Continuous deep deterministic policy gradient approach to energy optimization utilizing strategic sensor input data DOI Creative Commons

Jong-Whi Park,

Young-Min Ju,

Hak‐Sung Kim

и другие.

Energy Conversion and Management X, Год журнала: 2025, Номер unknown, С. 100901 - 100901

Опубликована: Фев. 1, 2025

Язык: Английский

Review on operation control of cold thermal energy storage in cooling systems DOI Creative Commons
Huan Wang, Baoshan Xie, Chuanchang Li

и другие.

Energy and Built Environment, Год журнала: 2024, Номер unknown

Опубликована: Янв. 1, 2024

Cold storage technology is useful to alleviate the mismatch between cold energy demand and supply. The integration of in cooling system an effective approach improve reliability performance. This review provides overview recent advances thermal (CTES) refrigeration systems discusses operation control for optimization. Firstly, composition principles coupled with CTES are presented. Special attention was paid medium phase change material (PCM) high density stable temperature. Then, based on classification driven energy, different applications passive or active classified, including building cooling, chain logistics, other systems. Most importantly, which necessary performance optimization presented, operational strategies, load predictions, economic evaluation methods. Three types strategies summarised using water as example. Two parametric regression artificial neural network method, introduced. aspects costs summarized terms initial equipment investment cost, life-cycle cost summarized. Finally, outlook development given.

Язык: Английский

Процитировано

21

Emerging phase change cold storage technology for fresh products cold chain logistics DOI
Mu Li, Baoshan Xie, Yaxi Li

и другие.

Journal of Energy Storage, Год журнала: 2024, Номер 88, С. 111531 - 111531

Опубликована: Апрель 13, 2024

Язык: Английский

Процитировано

11

Emerging Passive Cooling Technologies and Their Multidisciplinary Applications: An Integrative Review DOI Creative Commons
Xhamla Nqoro, Raymond Taziwa,

Thabo Hasheni

и другие.

International Journal of Energy Research, Год журнала: 2025, Номер 2025(1)

Опубликована: Янв. 1, 2025

The persistent rise in temperature driven by the emission of greenhouse gases presents a pressing contemporary challenge, fostering innovative cooling techniques. Currently, passive technologies have gained attention various research fields for their effectiveness combating heat accumulation. Compared to traditional active methods, which rely on electricity or other energy sources, significantly reduces consumption and demand. These demonstrated potential reductions ~1°C–24°C, translating substantial savings about 2–300 kWh/year. This paper uses an integrative review approach highlight fundamental principles design strategies underlying technologies, such as phase change materials, radiative cooling, evaporative cooling. Special emphasis is placed implementation, from preserving biological materials buildings, electronics, personal clothing. Passive methods offer cost over time due lower maintenance operational costs potentially simpler designs.

Язык: Английский

Процитировано

1

Efficient utilization of cold energy enabled by phase change cold storage brine gels with superior thermophysical properties towards biochemical reagent cold chain DOI
Kai Liu, Ling Wang, Zhifeng He

и другие.

Applied Energy, Год журнала: 2024, Номер 371, С. 123725 - 123725

Опубликована: Июнь 18, 2024

Язык: Английский

Процитировано

3

Parametric optimization of cylindrical vaccine transport containers with dual phase change materials to prevent vaccine freezing and heat damage using artificial neural networks DOI

Sandra Ayala-Zambrano,

Robert Jäckel, G. Gutiérrez-Urueta

и другие.

Journal of Energy Storage, Год журнала: 2025, Номер 109, С. 115239 - 115239

Опубликована: Янв. 5, 2025

Язык: Английский

Процитировано

0

Enhancing cold storage efficiency: Continuous deep deterministic policy gradient approach to energy optimization utilizing strategic sensor input data DOI Creative Commons

Jong-Whi Park,

Young-Min Ju,

Hak‐Sung Kim

и другие.

Energy Conversion and Management X, Год журнала: 2025, Номер unknown, С. 100901 - 100901

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

0