CIESC Journal ›› 2025, Vol. 76 ›› Issue (8): 4217-4227.DOI: 10.11949/0438-1157.20250148
• Energy and environmental engineering • Previous Articles Next Articles
Ke LI(
), Haolin XIE, Jian WEN(
)
Received:2025-02-17
Revised:2025-05-13
Online:2025-09-17
Published:2025-08-25
Contact:
Jian WEN
通讯作者:
文键
作者简介:李科(1992—),男,博士,助理教授,vincent_lee@xjtu.edu.cn
基金资助:CLC Number:
Ke LI, Haolin XIE, Jian WEN. Multi-objective genetic algorithm optimization for thermal insulation performance of liquid hydrogen tank with multiple vapor-cooled shields[J]. CIESC Journal, 2025, 76(8): 4217-4227.
李科, 谢昊琳, 文键. 耦合多重蒸气冷却屏的液氢储罐绝热性能的多目标遗传算法优化[J]. 化工学报, 2025, 76(8): 4217-4227.
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| 参数 | 值 |
|---|---|
| 低密度区 | 8层层间填充物/cm (1.25 cm) |
| 中密度区 | 12层/cm (1.25 cm) |
| 高密度区 | 16层/cm (1.25 cm) |
| 填充物总层数 | 45 |
Table 1 VMLI parameters
| 参数 | 值 |
|---|---|
| 低密度区 | 8层层间填充物/cm (1.25 cm) |
| 中密度区 | 12层/cm (1.25 cm) |
| 高密度区 | 16层/cm (1.25 cm) |
| 填充物总层数 | 45 |
| 工况 | VCS开启时间 | Nvcs | ||
|---|---|---|---|---|
| topen/s | tclose/s | |||
| 基准 | VCS不开启 | |||
| 1 | 0.0216 | 10000 | 6010000 | (5, 32) |
| 2 | 0.0216 | 10000 | 6010000 | (5, 16, 32) |
Table 2 VCS operating parameters
| 工况 | VCS开启时间 | Nvcs | ||
|---|---|---|---|---|
| topen/s | tclose/s | |||
| 基准 | VCS不开启 | |||
| 1 | 0.0216 | 10000 | 6010000 | (5, 32) |
| 2 | 0.0216 | 10000 | 6010000 | (5, 16, 32) |
| 运行工况 | Uini /J | Ht,vcs/J | Qt,in/J | Uend/J | (Uini+Qt,in-Ht,vcs)/J | Qt,e/J | Qt,v/J | (Qt,in+ | |
|---|---|---|---|---|---|---|---|---|---|
| 基准 | -2.4599×106 | 0 | 5.2098×107 | 4.9638×107 | 4.9638×107 | 1.0818×108 | 5.6153×107 | 0 | 1.0825×108 |
| 1 | -2.4599×106 | 1.6062×107 | 6.7252×107 | 4.8727×107 | 4.8730×107 | 2.2296×108 | 5.3257×107 | 1.0262×108 | 2.2313×108 |
| 2 | -2.4599×106 | 1.6047×107 | 6.7239×107 | 4.8726×107 | 4.8732×107 | 2.2986×108 | 5.3624×107 | 1.0834×108 | 2.2920×108 |
Table 3 Energy conservation verification results with adopting VCS
| 运行工况 | Uini /J | Ht,vcs/J | Qt,in/J | Uend/J | (Uini+Qt,in-Ht,vcs)/J | Qt,e/J | Qt,v/J | (Qt,in+ | |
|---|---|---|---|---|---|---|---|---|---|
| 基准 | -2.4599×106 | 0 | 5.2098×107 | 4.9638×107 | 4.9638×107 | 1.0818×108 | 5.6153×107 | 0 | 1.0825×108 |
| 1 | -2.4599×106 | 1.6062×107 | 6.7252×107 | 4.8727×107 | 4.8730×107 | 2.2296×108 | 5.3257×107 | 1.0262×108 | 2.2313×108 |
| 2 | -2.4599×106 | 1.6047×107 | 6.7239×107 | 4.8726×107 | 4.8732×107 | 2.2986×108 | 5.3624×107 | 1.0834×108 | 2.2920×108 |
| 点 | topen/d | td/d | TVCS ld | 相对初始状态 | 相对初始状态 | |||
|---|---|---|---|---|---|---|---|---|
| 初始点 | 0.0252 | 0 | 30 | (0.067, 0.267, 0.933) | 0.03000 | 0.3624 | — | — |
| 优化点1 | 0.0186 | 6.11 | 65.46 | (0.233, 0.444, 0.733) | 0.02833 | 0.5964 | -5.57 | 64.57 |
| 优化点2 | 0.0193 | 6.34 | 54.63 | (0.233, 0.467, 0.717) | 0.02442 | 0.5168 | -18.60 | 42.60 |
| 优化点3 | 0.0148 | 6.46 | 59.65 | (0.233, 0.489, 0.717) | 0.02053 | 0.4358 | -31.57 | 20.25 |
Table 4 Comparison between initial point and optimized points of TVCS
| 点 | topen/d | td/d | TVCS ld | 相对初始状态 | 相对初始状态 | |||
|---|---|---|---|---|---|---|---|---|
| 初始点 | 0.0252 | 0 | 30 | (0.067, 0.267, 0.933) | 0.03000 | 0.3624 | — | — |
| 优化点1 | 0.0186 | 6.11 | 65.46 | (0.233, 0.444, 0.733) | 0.02833 | 0.5964 | -5.57 | 64.57 |
| 优化点2 | 0.0193 | 6.34 | 54.63 | (0.233, 0.467, 0.717) | 0.02442 | 0.5168 | -18.60 | 42.60 |
| 优化点3 | 0.0148 | 6.46 | 59.65 | (0.233, 0.489, 0.717) | 0.02053 | 0.4358 | -31.57 | 20.25 |
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