Transient thermal network model for rapid multi-objective optimization of plate-fin latent heat thermal energy storage unit

被引:1
作者
Li, Jiawei [1 ,2 ]
Xu, Qiao [1 ]
Liu, Xianglei [1 ]
Wang, Yan [3 ]
Wu, Xianlin [3 ]
Chen, Ling [3 ]
Jin, Yu [3 ]
Meng, Fankong [3 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Sch Energy & Power Engn, Nanjing 211100, Peoples R China
[2] NEIAS Commercial Aircraft Co Ltd, AVIC, Nanjing 211106, Peoples R China
[3] Beijing Inst Spacecraft Syst Engn, Beijing 100094, Peoples R China
关键词
Latent heat; Thermal energy storage; Thermal network model; Optimal design; PERFORMANCE; PCM;
D O I
10.1016/j.est.2025.116096
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Latent heat thermal energy storage represents a promising solution for thermal management of electronic devices. However, optimal design of latent heat thermal energy storage units (LHTESUs) is often hindered by high computational costs associated with transient numerical simulations. In this work, we propose a threedimensional transient thermal network model (TNM) that simplifies the complex transient heat transfer equations into a system of linear equations. TNM significantly reduces computational time by more than 99.9 % compared to the finite volume method (FVM). During the melting process, the maximum mean absolute error for the liquid fraction and outlet temperature are found to be 0.033 and 1.45 degrees C, respectively, indicating minimal deviation. A multi-objective optimization is performed by integrating TNM with genetic algorithms. The optimized LHTESU demonstrates a 23.1 % increase in average effectiveness, a 53.9 % increase in energy storage density, and a 25.5 % increase in specific power. This study opens a new route for rapid simulation and optimization of LHTESUs.
引用
收藏
页数:12
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共 40 条
[1]   Numerical investigation of melting in a cavity with vertically oriented fins [J].
Abdi, Amir ;
Martin, Viktoria ;
Chiu, Justin N. W. .
APPLIED ENERGY, 2019, 235 :1027-1040
[2]   Heat transfer improvement of phase change materials by metal foams and nanoparticles for efficient electronic thermal management: A comprehensive study [J].
Afaynou, Ibtissam ;
Faraji, Hamza ;
Choukairy, Khadija ;
Arici, Muslum ;
Khallaki, Kaoutar .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2024, 227
[3]   Heat transfer enhancement of phase-change materials (PCMs) based thermal management systems for electronic components: A review of recent advances [J].
Afaynou, Ibtissam ;
Faraji, Hamza ;
Choukairy, Khadija ;
Arshad, Adeel ;
Arici, Muesluem .
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 2023, 143
[4]   An effectiveness-NTU model of a packed bed PCM thermal storage system [J].
Amin, N. A. M. ;
Belusko, M. ;
Bruno, F. .
APPLIED ENERGY, 2014, 134 :356-362
[5]   Multi-objective optimization of cooling and heating loads in residential buildings integrated with phase change materials using the artificial neural network and genetic algorithm [J].
Bagheri-Esfeh, Hamed ;
Safikhani, Hamed ;
Motahar, Sadegh .
JOURNAL OF ENERGY STORAGE, 2020, 32
[6]   Numerical simulation with LBM of the cooling of electronic component: Effect of the inclination angle [J].
Berra, E. M. ;
Faraji, M. ;
Faraji, H. .
MATERIALS TODAY-PROCEEDINGS, 2020, 30 :838-841
[7]   Experimental study of novel paraffin-fatty acid eutectic mixtures for thermal management of electronic devices [J].
Chang, Shoujin ;
Zhang, Liyu ;
Li, Xuan ;
Liu, Bing ;
Meng, Yingze ;
Hu, Haitao .
JOURNAL OF ENERGY STORAGE, 2024, 84
[8]   Experimental study of phase change microcapsule-based liquid cooling for battery thermal management [J].
Chen, Rong ;
Ge, Xin ;
Zhong, Ying ;
Jiang, Liqin ;
Zhang, Guoqing ;
Zhang, Jiangyun ;
Ke, Xiufang .
INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER, 2023, 146
[9]   Assessing long-term performance of centralized thermal energy storage system [J].
El-Sawi, Azeldin ;
Haghighat, Fariborz ;
Akbari, Hashem .
APPLIED THERMAL ENGINEERING, 2014, 62 (02) :313-321
[10]   Heat transfer analysis of phase change process in a finned-tube thermal energy storage system using artificial neural network [J].
Ermis, Kemal ;
Erek, Aytunc ;
Dincer, Ibrahim .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2007, 50 (15-16) :3163-3175