[1]刘佳欣,韩婵娟,蔡国庆.基于模拟退火法的能源隧道取热段最优化设计[J].深圳大学学报理工版,2022,39(1):3-12.[doi:10.3724/SP.J.1249.2022.01003]
 LIU Jiaxin,HAN Chanjuan,and CAI Guoqing.Optimization of energy tunnel heat extraction section design based on simulated annealing algorithm[J].Journal of Shenzhen University Science and Engineering,2022,39(1):3-12.[doi:10.3724/SP.J.1249.2022.01003]
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基于模拟退火法的能源隧道取热段最优化设计()
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《深圳大学学报理工版》[ISSN:1000-2618/CN:44-1401/N]

卷:
第39卷
期数:
2022年第1期
页码:
3-12
栏目:
土木建筑工程
出版日期:
2022-01-12

文章信息/Info

Title:
Optimization of energy tunnel heat extraction section design based on simulated annealing algorithm
文章编号:
202201002
作者:
刘佳欣12韩婵娟12蔡国庆3
1)上海交通大学船舶海洋与建筑工程学院,上海 200240
2)上海市公共建筑和基础设施数字化运维重点实验室,上海 200240
3)北京交通大学土木建筑工程学院,北京 100044
Author(s):
LIU Jiaxin12HAN Chanjuan12 and CAI Guoqing3
1) School of Naval Architecture, Ocean & Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, P.R.China
2) Shanghai Key Laboratory for Digital Maintenance of Buildings and Infrastructure, Shanghai 200240, P.R.China
3) School of Civil Engineering, Beijing Jiao Tong University, Beijing 100044, P.R.China
关键词:
岩土工程能源隧道数值模拟模拟退火算法取热段设计热交换管
Keywords:
geotechnical engineering energy tunnel numerical simulation simulated annealing algorithm heat extraction section design heat exchange pipe
分类号:
TK529
DOI:
10.3724/SP.J.1249.2022.01003
文献标志码:
A
摘要:
能源隧道作为地源热泵系统是应用于地下结构的一项节能技术,近年来在中国得到了应用. 但有关的设计方法尚未成熟,其中,取热段的长度设置及位置选择问题往往依靠工程类比,缺乏便捷可靠的辅助方法. 为了解决上述问题,基于数值模拟和模拟退火算法,提出了取热段最优化设计方法,该方法能够根据现场地质和气象条件自动选取隧道取热段位置. 利用该方法分析设计参数对换热效率、最优取热段长度及起止位置的影响. 结果表明,减小埋管间距、降低设计进水温度、增大管内循环介质流速以及增大取热段埋深,有利于提高换热效率、减小取热段长度和降低建造成本;对于某一取热段长度,起始位置在数米范围内的偏差基本不会影响总的取热量.研究成果可为能源隧道的工程实践提供参考.
Abstract:
Energy tunnel is an alternative energy-saving technology of ground source heat pump (GSHP), which has been applied in China in recent years. However, the current engineering practice still lacks the mature design method, and the heat extraction section design of the energy tunnel usually depends on engineering analogy. It is necessary to develop a convenient and reliable method to assist energy tunnel design. To address this problem,an optimization framework is developed to guide the heat extraction section design of energy tunnel in the severe cold region based on numerical simulation and simulated annealing algorithm. With this framework, the location of the heat extraction section can be automatically selected based on the in-site geological and meteorological conditions. Then, sensitivity analysis in terms of different design parameters of the heat extraction section is conducted to investigate their influence on heat transfer efficiency and heat extraction section design. The results show that smaller pipe spacing, lower inlet water temperature, and higher flow rate of circulating medium in pipes will benefit the higher heat exchange efficiency, shorter design length of heat extraction section, and the resultant lower cost. In addition, the deviation of the starting position within several meters will not affect the total heat extraction capability for a certain length of the heat extraction section. The proposed methodology will provide important support for the energy tunnel design in engineering practice.

参考文献/References:

[1] 张军伟. 复杂地质隧道围岩稳定与结构设计理论 [M]. 北京:科学出版社,2018.
ZHANG Junwei. Surrounding rock stability and structural design theory of complex geological tunnel [M]. Beijing: Science Press, 2018.(in Chinese)
[2] 严 健. 高海拔寒区特长公路隧道冻胀特性及防冻研究[D]. 成都:西南交通大学,2019.
YAN Jian. Study on the frost heaving characteristics and antifreezing for extra-long highway tunnel in high altitude cold region [D]. Chengdu: Southwest Jiaotong University, 2019.(in Chinese)
[3] 夏才初,张国柱,孙 猛. 能源地下结构的理论及应用:地下结构内埋管的地源热泵系统[M]. 上海:同济大学出版社,2015.
XIA Caichu, ZHANG Guozhu, SUN Meng. Theory and application of energy underground structure: ground source heat pump system with buried pipes in underground structure [M]. Shanghai:Tongji University Press, 2015.(in Chinese)
[4] 王贵玲,刘彦广,朱 喜,等. 中国地热资源现状及发展趋势[J]. 地学前缘,2020,27(1):1-9.
WANG Guiling, LIU Yanguang, ZHU Xi, et al. The status and development trend of geothermal resources in China [J]. Earth Science Frontiers, 2020, 27(1): 1-9.(in Chinese)
[5] 张凌鹏. 浅层地温能开发利用现状和存在的问题及对策研究[J]. 西部资源,2020,99(6):201-203.
ZHANG Lingpeng. Present situation, existing problems and countermeasures of shallow geothermal energy development and utilization [J]. Western Resources, 2020, 99(6): 201-202.(in Chinese)
[6] BRANDL H, ADAM D, MARKIEWICZ R. Energy geocomposites for tunnels [C]// Proceedings of the 8th International Conference on Geosynthetics. Yokohama, Japan: [s.n], 2006: 201-205.
[7] NICHOLSON D P, CHEN Q, DE SILVA M, et al. The design of thermal tunnel energy segments for Crossrail, UK [J]. Proceedings of the Institution of Civil Engineers: Engineering Sustainability, 2014, 167(3): 118-134.
[8] NICHOLSON D P, CHEN A, PILLAI A, et al. Developments in thermal pile and thermal tunnel linings for city scale GSHP systems [C]// Proceeding of 38th Workshop on Geothermal Reservoir Engineering. Stanford, California, USA: Stanford University Press, 2013.
[9] ISLAM M S, FUKUHARA T, WATANABE H, et al. Horizontal U-tube road heating system using tunnel ground heat [J]. Journal of Snow Engineering of Japan, 2006, 22(3): 229-234.
[10] ISLAM M S, FUKUHARA T, WATANABE H. Simplified heat transfer model of horizontal U-tube (HUT) system [J]. Journal of Snow Engineering of Japan, 2007, 23(3): 232-239.
[11] BARLA M, DI DONNA A, PERINO A. Application of energy tunnels to an urban environment [J]. Geothermics,2016, 61: 104-113.
[12] COUSIN B, ROTTA LORIA A F, BOURGET A, et al. Energy performance and economic feasibility of energy segmental linings for subway tunnels [J]. Tunnelling and Underground Space Technology, 2019, 91: 102997.
[13] 夏才初,张国柱,肖素光. 考虑衬砌和隔热层的寒区隧道温度场解析解[J]. 岩石力学与工程学报,2010,29(9):1767-1773.
XIA Caichu, ZHANG Guozhu, XIAO Suguang. Analytical solution to temperature fields of tunnel in cold region considering lining and insulation layer [J]. Chinese Journal of Rock Mechanics and Engineering, 2010, 29(9): 1767-1773.(in Chinese)
[14] 张国柱,夏才初,殷 卓. 寒区隧道轴向及径向温度分布理论解[J]. 同济大学学报自然科学版,2010,38(8):1117-1122.
ZHANG Guozhu, XIA Caichu, YIN Zhuo. Analytical solution to axial and radial temperature of tunnel in cold region [J]. Journal of Tongji University Natural Science, 2010, 38(8): 1117-1122.(in Chinese)
[15] 张国柱,夏才初,孙 猛,等. 寒区隧道地源热泵型供热系统取热段温度场解析[J]. 岩石力学与工程学报,2012,31(增刊2):3795-3802.
ZHANG Guozhu, XIA Caichu, SUN Meng, et al. Temperature fields analysis of absorbing section of tunnel hearing system using heat pump in cold region [J]. Chinese Journal of Rock Mechanics and Engineering, 2012, 31(Suppl.2): 3795-3802.(in Chinese)
[16] 张国柱,夏才初,马绪光,等. 寒区隧道地源热泵型供热系统岩土热响应试验[J]. 岩石力学与工程学报,2012,31(1):99-105.
ZHANG Guozhu, XIA Caichu, MA Xuguang,et al. Rock-soil thermal response test of tunnel heating system using heat pump in cold region [J]. Chinese Journal of Rock Mechanics and Engineering, 2012, 31(1): 99-105.(in Chinese)
[17] 熊泽琛,王天麟,郭红仙,等. 基于浅层地热能的寒区隧道排水沟保温防冻可行性研究[J]. 防灾减灾工程学报,2019,39(4):556-563.
XIONG Zechen, WANG Tianlin, GUO Hongxian, et al. Feasibility study on insulation and antifreeze of drainage ditch in cold area tunnel based on shallow geothermal energy [J]. Journal of Disaster Prevention and Mitigation Engineering, 2019, 39(4): 556-563.(in Chinese)
[18] 夏才初,杨 勇,张国柱,等. 隧道内地源热泵热交换管与隧道结构相互影响[J]. 同济大学学报自然科学版,2014,42(1):51-57.
XIA Caichu, YANG Yong, ZHANG Guozhu, et al. Mutual influence between tunnel structures and heat exchange pipes of ground source heat pump in tunnel [J]. Journal of Tongji University Natural Science, 2014, 42(1): 51-57.(in Chinese)
[19] 刘晓燕,赵 军,石 成,等. 土壤恒温层温度及深度研究[J]. 太阳能学报,2007,28(5):494-498.
LIU Xiaoyan, ZHAO Jun, SHI Chen, et al. Study on soil layer of constant temperature [J]. Acta Energiae Solaris Sinica, 2007, 28(5): 494-498.(in Chinese)
[20] 赵希望,马勤国,姜海强,等. 自然风条件下寒区高速铁路隧道温度分布及防冻保温长度研究[J]. 铁道标准设计,2021,65(9):140-147.
ZHAO Xiwang, MA Qinguo, JIANG Haiqiang, et al. Study on the temperature field and anti-freezing length of a high-speed railway tunnel in cold regions considering the effect of natural wind [J]. Railway Standard Design, 2021, 65(9): 140-147.(in Chinese)
[21] 黑川羲范. ト ンネルつらら防止の現状と問题点 [J]. トンネルと地下,1980,11(12):13-21.
黑川羲范. Current status and problem of prevention of tonnel clearance [J]. Tunnels and Underground, 1980, 11(12): 13-21.(in Japanese)
[22] 叶朝良,高新强,朱永全,等. 寒区隧道洞口保温段设置长度统计分析[J]. 铁道建筑,2019,59(12):47-50.
YE Zhaoliang, GAO Xinqiang, ZHU Yongquan,et al. Statistical analysis of setting length of insulation section at tunnel portal in cold region [J]. Railway Engineering, 2019, 59(12): 47-50.(in Chinese)
[23] GB 50366—2009 地源热泵系统工程技术规范[S].
GB 50366—2009 Technical code for ground-source heat pump system [S].(in Chinese)
[24] YOU S, CHENG X, GUO H, et al. In-situ experimental study of heat exchange capacity of CFG pile geothermal exchangers [J]. Energy and Buildings, 2014, 79: 23-31.

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备注/Memo

备注/Memo:
Received:2021-10-12;Accepted:2021-11-30
Foundation:National Natural Science Foundation of China(42007233);Shanghai Sailing Program(20YF1418700)
Corresponding author:Professor CAI Guoqing.E-mail:guoqing.cai@bjtu.edu.cn
Assistant professor HAN Chanjuan.E-mail:hanchanjuan@sjtu.edu.cn
Citation:LIU Jiaxin,HAN Chanjuan,CAI Guoqing.Optimization of energy tunnel heat extraction section design based on simulated annealing algorithm [J]. Journal of Shenzhen University Science and Engineering, 2022, 39(1): 3-12.(in Chinese)
基金项目:国家自然科学基金资助项目(42007233);上海市杨帆计划资助项目(20YF1418700)
作者简介:刘佳欣(1999—),上海交通大学博士研究生.研究方向:能源地下工程和岩土工程新材料.E-mail:jiaxinliu1@sjtu.edu.cn
引 文:引用格式:刘佳欣,韩婵娟,蔡国庆.基于模拟退火法的能源隧道取热段最优化设计[J].深圳大学学报理工版,2022,39(1):3-12.
更新日期/Last Update: 2022-01-30