An Intelligent Optimization Method for Large Underground Space Construction Scheme Under Low Carbon Target

SONG Tianshuai; YU Caizhao; QIN Yanlong; SHI Guoliang; LIU Zhansheng; ZHOU Enkai

doi:10.3724/j.gyjzG23111317

Volume 54 Issue 5

May 2024

Turn off MathJax

Article Contents

Abstract

References

Article Navigation > INDUSTRIAL CONSTRUCTION > 2024 > 54(5): 25-32

CHEN, Gong, XIE. MICRO RENEWAL OF PUBLIC SPACE IN OLD COMMUNITIES BASED ON SHARING CONCEPT[J]. INDUSTRIAL CONSTRUCTION, 2020, 50(1): 80-83,90. doi: 10.13204/j.gyjz202001014

Citation:

SONG Tianshuai, YU Caizhao, QIN Yanlong, SHI Guoliang, LIU Zhansheng, ZHOU Enkai. An Intelligent Optimization Method for Large Underground Space Construction Scheme Under Low Carbon Target[J]. INDUSTRIAL CONSTRUCTION, 2024, 54(5): 25-32. doi: 10.3724/j.gyjzG23111317

CHEN, Gong, XIE. MICRO RENEWAL OF PUBLIC SPACE IN OLD COMMUNITIES BASED ON SHARING CONCEPT[J]. INDUSTRIAL CONSTRUCTION, 2020, 50(1): 80-83,90. doi: 10.13204/j.gyjz202001014

Citation:

PDF( 7887 KB)

An Intelligent Optimization Method for Large Underground Space Construction Scheme Under Low Carbon Target

doi: 10.3724/j.gyjzG23111317

1. Shanghai Baoye Group Corp., Ltd., Shanghai 201900, China;
2. Beijing University of Technology, Beijing 100124, China

Received Date: 2023-11-13
Available Online: 2024-06-22

Abstract

Abstract

The construction of large underground spaces is an important field of transformation and upgrading of the construction industry. In the construction process of large underground spaces, how to obtain the optimal construction scheme and achieve the goal of green environmental protection is an urgent problem to be solved. Aiming at low carbon, the study proposed an intelligent optimization method for large underground space construction. According to the calculation method of carbon emissions, the construction scheme optimization framework was formed, and the key factors affecting the construction energy consumption were obtained. Based on the analysis of key factors, the influence mechanism of various components and construction paths on carbon emissions was clarified. Driven by the improved Dijkstra algorithm, an intelligent optimization method of construction path was formed. On this basis, the BP neural network optimized by genetic algorithm formed the coupling relationship between carbon emission and hoisting scheme. The optimal construction scheme was obtatined accurately under the low-carbon goal. Taking the construction site of the three major building shared facilities project of the city sub-center as an example, the case analysis was carried out to verify the feasibility of the proposed method. By analyzing the construction carbon emissions, the best construction path was formed.
- carbon emissions,
- large underground space,
- construction scheme,
- intelligent optimization

FullText(HTML)

References(25)

References

[1]	刘占省,史国梁,孙佳佳.数字孪生技术及其在智能建造中的应用[J].工业建筑,2021,51(3):184-192.
[2]	陈鑫磊,张学民,陈进,等.基于碳排放评价的超小净距隧道绿色施工优化研究[J].中国公路学报,2022,35(1):59-70.
[3]	肖建庄,夏冰,肖绪文.工程结构可持续性设计理论架构[J].土木工程学报,2020,53(6):1-12.
[4]	王卫东,姚激,岳建勇,等.软土地基文物建筑地下空间开发的关键技术与应用[J].建筑结构学报,2023,44(12):92-99.
[5]	满庆鹏,郑慕华,常远,等.基于动态仿真技术的装配式建筑施工人员配置优化:以流水施工模式为例[J].土木工程学报,2023,56(9):178-188.
[6]	BESANA D, TIRELLI D. Reuse and retrofitting strategies for a net zero carbon building in milan: an analytic evaluation[J/OL]. Sustainability, 2022, 14[2022-11-02].https://https://doi.org/10.3390/su142316115.
[7]	GUSTAVSSON L,JOELSSON A,SATHRE R.Life cycle primary energy use and carbon emission of an eight-storey wood-framed apartment building [J].Energy and Buildings,2010,42 (2):230-242.
[8]	ZABALZA B I,ARANDA U A,SCARPELLINI S.Life cycle assessment in buildings:state-of-the-art and simplified LCA methodology as a complement for building certification[J].Building and Environment,2009,44 (12):2510-2520.
[9]	GUO C,XU J,YANG L,et al.Life cycle evaluation of greenhouse gas emissions of a highway tunnel:a case study in China [J].Journal of Cleaner Production,2019,211:972-980.
[10]	BOYOUNG P,SEBEOM P,YOSOON C,et al.Calculation of a diesel vehicle’s carbon dioxide emissions during haulage operations in an underground mine using GIS [J].Tunnel and Underground Space,2015,25 (4):373-382.
[11]	鲍学英,许锟.考虑碳排放的铁路隧道施工机械配置优化模型[J].铁道学报,2020,42(9):157-164.
[12]	陈湘生,付艳斌,陈曦,等.地下空间施工技术进展及数智化技术现状[J].中国公路学报,2022,35(1):1-12.
[13]	李小雪,雷可,谭忠盛,等.城市地下空间施工风险因素耦合效应研究[J].土木工程学报,2021,54(增刊1):76-86.
[14]	LIU Z S, SHI G L, QIN J, et al. Prestressed steel material-allocation path and construction using intelligent digital twins[J/OL]. Metals, 2022, 12[2022-04-06].https://doi.org/10.3390/met12040631.
[15]	ZHU A M, ZHANG Z Q, PAN W. Crane-lift path planning for high-rise modular integrated construction through metaheuristic optimization and virtual prototyping[J/OL]. Automation in Construction, 2022,141[2022-04-06]. https://doi.org/10.1016/j.autcon.2022.104434.
[16]	SOLTANI A R, TAWFIK H, FERNANDO T. Path planning in construction sites: performance evaluation of the Dijkstra, A^*, and GA search algorithms[J]. Advanced Engineering Informatics, 2002,16(4): 291-303.
[17]	KIM M, HAM Y, KOO C, et al. Simulating travel paths of construction site workers via deep reinforcement learning considering their spatial cognition and wayfinding behavior[J/OL]. Automation in Construction, 2023,147[2022-11-23].https://doi.org/10.1016/j.autcon.2022.104715.
[18]	贾兆琪,杨璐,及炜煜,等.基于生命周期评价的钢结构碳排放计算模型研究[J].工业建筑,2023,53(增刊1):301-308,319.
[19]	秦林,郝欣,汪林.顶管技术在地下空间中小型管道施工中的应用[J].现代隧道技术,2022,59(增刊2):228-233.
[20]	左松涛,毛占利,范传刚,等.基于地铁站场景的改进型Dijkstra算法疏散路径规划研究[J].铁道科学与工程学报,2023,20(5):1624-1635.
[21]	谢新连,刘毅,何傲.海上施工水域船舶航线规划数学建模及求解[J].重庆交通大学学报(自然科学版),2019,38(9):7-12.
[22]	戴益民,李怿歆,徐瑛,等.基于GA-BP神经网络的风雹耦合所致冰雹冲击力预测[J/OL].工程力学,2024[2024-04-23].http://kns.cnki.net/kcms/detail/11. 2595.o3.20230928.1755.018.html.
[23]	丁建文,魏霞,高鹏举,等.基于GA-BP神经网络的软土路基运营期沉降预测[J].东南大学学报(自然科学版),2023,53(4):585-591.
[24]	冷晟,付有为,马万太,等.基于GA-BP神经网络的喷射成形锭坯形貌调控技术[J].华南理工大学学报(自然科学版),2023,51(2):27-34.
[25]	DENG Y, YANG X, HUANG Y, et al. Calculation method of intermediate bearing displacement value for multisupported shafting based on neural network[J]. Journal of Ship Research, 2020,65(4):286-292.

Relative Articles

[1]	XUE Qianming, HUANG Yuehao, SHANG Yongtao. Research on Micro-Renewal and Optimization Design of Lanzhou Railway Station Area Under Catalyst Linkage[J]. INDUSTRIAL CONSTRUCTION, 2024, 54(5): 86-94. doi: 10.3724/j.gyjzG23060709
[2]	ZHANG Xia, ZHAO Xue, LIAO Zixiang. Application of Affordance Theory to the Community-Based Renewal of Industrial Relics and Strategies: Taking Wuhan City as an Example[J]. INDUSTRIAL CONSTRUCTION, 2023, 53(12): 45-53. doi: 10.13204/j.gyjzG23083006
[3]	JIN Liansheng, CHEN Chen. Protection and Renewal Strategies of Santaizi Worker’s Community in Shenyang from a Perspective of Community Co-Governance Systems[J]. INDUSTRIAL CONSTRUCTION, 2023, 53(1): 72-81. doi: 10.13204/j.gyjzG21012706
[4]	ZHANG Hongbo, YANG Yujia. Deconstructive Study on Public Space of Jinjiang Timber Cabin Village in Jilin Based on the Pattern Language[J]. INDUSTRIAL CONSTRUCTION, 2023, 53(7): 64-73. doi: 10.13204/j.gyjzG22060804
[5]	REN Zhen, KOU Juntao, WANG Yu, CHI Miaomiao. Research on the Regeneration Design of Industrial Remain Sites from the Perspective of Landscape Urbanism: A Case Study of the Old Brewery in Pingyuan County[J]. INDUSTRIAL CONSTRUCTION, 2023, 53(10): 17-22. doi: 10.13204/j.gyjzG22062304
[6]	CAO Ying, YANG Jinpeng, WANG Yu, ZHANG Nan. Protection and Reuse of Mining Heritage Based on Community Renewal: Taking the Zhongfu Mining Heritage in Jiaozuo as an Example[J]. INDUSTRIAL CONSTRUCTION, 2022, 52(1): 52-58. doi: 10.13204/j.gyjzG20102504
[7]	LYU Chang, WEI Chunyu. TAKING TIANHAN CULTURAL PARK AS AN EXAMPLE: RESEARCH ON THE CURRENT SITUATION AND DESIGN OF CONTEMPORARY VILLAGE MUSEUM[J]. INDUSTRIAL CONSTRUCTION, 2021, 51(10): 74-80. doi: 10.13204/j.gyjzg21022003
[8]	QIAO Zhi, JIA Xinxin, HUANG Jingfan, FAN Wenlu. STUDY ON THE AGING SPACE ACTIVATION AND FACILITIES RENEWAL OF XI'AN TEXTILE CITY INDUSTRIAL COMMUNITY FROM THE PERSPECTIVE OF COLLECTIVE MEMORY[J]. INDUSTRIAL CONSTRUCTION, 2020, 50(2): 89-97. doi: 10.13204/j.gyjz202002013
[9]	CHEN Jing, HAO Xinyi, YANG Li. STUDY ON THE SPATIAL FORM OF SILO-CAVE VILLAGE IN THE WEST OF HENAN[J]. INDUSTRIAL CONSTRUCTION, 2020, 50(5): 8-12. doi: 10.13204/j.gyjz202005002
[12]	Deng Yuanyuan, Chang Jiang. MICRO SPATIAL COGNITIVE OF INHABITANT IN OLD COMMUNITY: THE INVESTIGATION FOR THE WORKER COMMUNITY OF THE 2ND MACHINERY PLANT IN JIAWANG DISTRICT，XUZHOU[J]. INDUSTRIAL CONSTRUCTION, 2014, 44(05): 40-44.
[13]	Sun Jian, Zhao Lin. THE RENOVATION OF QINGDAO SMALL HARBOR[J]. INDUSTRIAL CONSTRUCTION, 2013, 43(1): 156-159. doi: 10.13204/j.gyjz201301035
[14]	Wang Xixi, Chen Xingzhu. RESUSCITATION OF THE HEART OF CITY:RENOVATION OF LES HALLES,PARIS[J]. INDUSTRIAL CONSTRUCTION, 2012, 42(3): 56-59. doi: 10.13204/j.gyjz201203011
[15]	Wang Lu, Xu Jia, Tuo Wanyong, Li Yuhua. ANALYSIS OF PLANNING AND SIGHT DESIGN FOR GANGHUA GARDEN[J]. INDUSTRIAL CONSTRUCTION, 2012, 42(11): 45-48. doi: 10.13204/j.gyjz201211010
[16]	Dong Jie, Su Jihong, Wang Shiyang, Zou Dan. CONSTRUCTION STRATEGY OF CONTEMPOARY INDUSTRIAL PARKS BASED ON VITALITY MOULDING[J]. INDUSTRIAL CONSTRUCTION, 2011, 41(8): 4-7. doi: 10.13204/j.gyjz201108002
[17]	He Wei. RESEARCH AND INTEGRATION DESIGN OF OLD AND NEW CAMPUS PUBLIC SPACE IN HUNAN UNIVERSITY[J]. INDUSTRIAL CONSTRUCTION, 2011, 41(5): 47-49. doi: 10.13204/j.gyjz201105011
[18]	Wang Yi, Chen Jing. THE EXPLORATION AND PRACTICE OF INDUSTRIAL PARKS UNDER THE CONCEPTION OF SUSTAINABLE DEVELOPMENT[J]. INDUSTRIAL CONSTRUCTION, 2008, 38(12): 37-40. doi: 10.13204/j.gyjz200812011
[19]	Shi Qi-lei. ARCHITECTURAL DESIGN OF COMPREHENSIVE MEDICAL BUILDING FOR THE PLAcS NO. 306 HOSPITAL[J]. INDUSTRIAL CONSTRUCTION, 2006, 36(10): 29-31. doi: 10.13204/j.gyjz200610009
[20]	Zhang Sanming, Wu Qian. RECONSTRUCTION DESIGN OF ACOUSTICAL ENVIRONMENT OF INTERIOR PUBLIC SPACE[J]. INDUSTRIAL CONSTRUCTION, 2006, 36(2): 31-33. doi: 10.13204/j.gyjz200602009

Supplements(0)

Cited By

Cited by

Periodical cited type(15)

1.	高雅薇，孙伟，官卫华. 基于多主体治理视角的城市更新研究进展与展望. 现代城市研究. 2024(06): 1-7+45 .
2.	余文志豪，孙靓，刘梦昭，姚彧之，蔡祎文. 基于空间激活的武汉保成路社区入口改造. 山西建筑. 2023(07): 39-42 .
3.	王崎. 基于微更新的住区开放空间适老性研究进展及趋势. 低温建筑技术. 2023(04): 30-33 .
4.	张思源. 老旧小区首层自发加建研究——以柳州机车车辆有限公司东社区为例. 城市建筑. 2023(22): 182-185 .
5.	潘博，田从祥，王文斌. 基于“共享”理念下老旧社区公共空间更新探索——以荆州市荆州古城便河社区为例. 四川建材. 2022(02): 51-52+54 .
6.	宋鹏波，孙涛，郑云峰. 基于UCD理念的老旧社区公共空间景观微改造创新设计研究——以武汉市武展社区为例. 中国勘察设计. 2022(09): 87-90 .
7.	陈晓菲，冉圣林，马青松. 大街区视角下城镇老旧小区改造策略研究. 住区. 2022(04): 6-14 .
8.	张恒瑜，张忠峰，赵红霞. 城市微更新背景下基于“共享”理念的老城区公共空间改造. 现代园艺. 2022(21): 95-97 .
9.	陈明晨，李凯怡，何雪倩. 共享养老模式下老旧社区口袋公园的设计探析. 科学技术创新. 2022(36): 155-158 .
10.	宁晓蕾. 共享理念下老旧社区公共空间微更新. 海峡科技与产业. 2022(12): 104-106 .
11.	孟军. 社区微更新视角下南阳老旧社区体育设施优化配置研究. 体育风尚. 2021(02): 132-133 .
12.	凌云. 社区更新中的可持续发展策略研究——以美国纽约为例. 建筑与文化. 2021(06): 58-59 .
13.	黄芸璟，彭震宇. 基于城市闲置空间的智慧共享研究——以重庆市住宅空间为例. 国土资源信息化. 2021(04): 22-27+21 .
14.	吴文勇. 垃圾分类背景下城市公共垃圾桶视觉设计研究. 包装工程. 2021(18): 287-291 .
15.	李馨瞳. 西安市老旧社区微更新改造理念与策略研究. 绿色科技. 2020(18): 199-200+232 .

Other cited types(40)

Proportional views

Proportional views

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Get Citation

PDF

XML

Article Metrics

Article views (86) PDF downloads(3)