|Table of Contents|

Study on dynamic scheduling of prefabricated building construction process based on digital twin(PDF)

《建筑科学与工程学报》[ISSN:1673-2049/CN:61-1442/TU]

Issue:
2024年04期
Page:
83-94
Research Field:
建筑结构
Publishing date:

Info

Title:
Study on dynamic scheduling of prefabricated building construction process based on digital twin
Author(s):
DAI Chengyuan12 LIANG Bangxun2 CHENG Ke2 ZOU Min2 LIU Qizhou2
(1. Guangxi Key Laboratory of New Energy and Building Energy Saving, Guilin University of Technology, Guilin 541004, Guangxi, China; 2. School of Civil Engineering, Guilin University of Technology, Guilin 541004, Guangxi, China)
Keywords:
digital twin prefabricated building dynamic scheduling construction scheduling BIM generating service
PACS:
TU721
DOI:
10.19815/j.jace.2022.09098
Abstract:
Aiming at the problem that the scheduling program implementation has many influencing factors and cannot be adjusted in time during the construction process of prefabricated buildings, a dynamic scheduling method for the construction process of prefabricated building projects based on digital twin was proposed. Firstly, the construction process digital twin scheduling framework was established. On this basis, combined with the construction characteristics of prefabricated building and the requirements of the digital twin model, the basic construction activities, digital twin coding system, and process construction time were analyzed and studied, the prefabricated building construction scheduling digital twin dummy model was constructed, and the process of generating the scheduling plan for prefabricated building was described in detail. Then, based on the analysis of prefabricated building construction scheduling content, taking the shortest project construction duration as the scheduling goal, and considering the construction component process sequencing and resource selection problems, the prefabricated building construction scheduling model was constructed, and a genetic algorithm with two-layer coding was designed to solve it. Finally, taking the structural body of a prefabricated building project as an example, the generation of the scheduling plan and the dynamic scheduling after the emergence of uncertainties in its construction process were simulated, and visualization of the prefabricated construction scheduling platform was used. The results show that the proposed method combines the dynamic optimization of the scheduling plan service and the key technologies such as the analysis of the construction schedule deviation, which realizes the optimization of the construction scheduling plan of the prefabricated building, assists sustainable and dynamic construction process decision-making, and verifies the effectiveness and feasibility of the method.

References:

[1] CHAN A P C,SCOTT D,LAM E W M.Framework of success criteria for design/build projects[J].Journal of Management in Engineering,2002,18(3):120-128.
[2]LUCKO G,ARAUJO L G,CATES G R.Slip chart-inspired project schedule diagramming:origins,buffers,and extension to linear schedules[J].Journal of Construction Engineering and Management,2016,142(5):04015101.
[3]戴成元,陈链鑫,梁邦勋,等.基于BIM的工程建造信息化管理模式研究[J].建筑经济,2021,42(9):10-14.
DAI Chengyuan,CHEN Lianxin,LIANG Bangxun,et al.Research on information management mode of engineering construction based on BIM[J].Construction Economy,2021,42(9):10-14.
[4]樊启祥,林 鹏,魏鹏程,等.智能建造闭环控制理论[J].清华大学学报(自然科学版),2021,61(7):660-670.
FAN Qixiang,LIN Peng,WEI Pengcheng,et al.Closed-loop control theory of intelligent construction[J].Journal of Tsinghua University(Science and Technology),2021,61(7):660-670.
[5]廖礼平.绿色装配式建筑发展现状及策略[J].企业经济,2019,38(12):139-146.
LIAO Liping.Development status and strategy of green prefabricated building[J].Enterprise Economy,2019,38(12):139-146.
[6]杨怡莹.装配式建造模式下资源受限项目调度优化研究[D].沈阳:沈阳建筑大学,2021.
YANG Yiying.Research on scheduling optimization of resource-constrained projects under prefabricated construction mode[D].Shenyang:Shenyang Jianzhu University,2021.
[7]陈 伟,秦海玲,童明德.多维作业空间下的装配式建筑工程资源调度[J].土木工程学报,2017,50(3):115-122.
CHEN Wei,QIN Hailing,TONG Mingde.Resource scheduling for prefabricated building based on multi-dimensional working areas[J].China Civil Engineering Journal,2017,50(3):115-122.
[8]于 淼,谢 武,项英辉.多模式下装配式建筑工程资源受限调度方法[J].科学技术与工程,2021,21(34):14749-14754.
YU Miao,XIE Wu,XIANG Yinghui.Method for resource-constrained scheduling problem of prefabricated building project in multi-mode[J].Science Technology and Engineering,2021,21(34):14749-14754.
[9]连 静.装配式施工项目调度多目标优化研究[D].西安:西安建筑科技大学,2020.
LIAN Jing.Research on multi-objective optimization of prefabricated construction project scheduling[D].Xi'an:Xi'an University of Architecture and Technology,2020.
[10]曹远冲,熊 辉,庄存波,等.基于数字孪生的复杂产品离散装配车间动态调度[J].计算机集成制造系统,2021,27(2):557-568.
CAO Yuanchong,XIONG Hui,ZHUANG Cunbo,et al.Dynamic scheduling of complex product discrete assembly workshop based on digital twin[J].Computer Integrated Manufacturing Systems,2021,27(2):557-568.
[11]陶 飞,刘蔚然,张 萌,等.数字孪生五维模型及十大领域应用[J].计算机集成制造系统,2019,25(1):1-18.
TAO Fei,LIU Weiran,ZHANG Meng,et al.Five-dimension digital twin model and its ten applications[J].Computer Integrated Manufacturing Systems,2019,25(1):1-18.
[12]庄存波,刘检华,熊 辉,等.产品数字孪生体的内涵、体系结构及其发展趋势[J].计算机集成制造系统,2017,23(4):753-768.
ZHUANG Cunbo,LIU Jianhua,XIONG Hui,et al.Connotation,architecture and trends of product digital twin[J].Computer Integrated Manufacturing Systems,2017,23(4):753-768.
[13]陶 飞,刘蔚然,刘检华,等.数字孪生及其应用探索[J].计算机集成制造系统,2018,24(1):1-18.
TAO Fei,LIU Weiran,LIU Jianhua,et al.Digital twin and its potential application exploration[J].Computer Integrated Manufacturing Systems,2018,24(1):1-18.
[14]赵浩然,刘检华,熊 辉,等.面向数字孪生车间的三维可视化实时监控方法[J].计算机集成制造系统,2019,25(6):1432-1443.
ZHAO Haoran,LIU Jianhua,XIONG Hui,et al.3D visualization real-time monitoring method for digital twin workshop[J].Computer Integrated Manufacturing Systems,2019,25(6):1432-1443.
[15]VANDERHORN E,MAHADEVAN S.Digital twin:generalization,characterization and implementation[J].Decision Support Systems,2021,145:113524.
[16]JIANG F,MA L,BROYD T,et al.Digital twin and its implementations in the civil engineering sector[J].Automation in Construction,2021,130:103838.
[17]葛世荣,张 帆,王世博,等.数字孪生智采工作面技术架构研究[J].煤炭学报,2020,45(6):1925-1936.
GE Shirong,ZHANG Fan,WANG Shibo,et al.Digital twin for smart coal mining workface:technological frame and construction[J].Journal of China Coal Society,2020,45(6):1925-1936.
[18]刘占省,史国梁,焦泽栋.基于数字孪生的预应力钢结构施工安全智能化分析方法[J].建筑科学与工程学报,2022,39(4):157-165.
LIU Zhansheng,SHI Guoliang,JIAO Zedong.Intelligent analysis method for prestressed steel structure construction safety based on digital twin[J].Journal of Architecture and Civil Engineering,2022,39(4):157-165.
[19]谢琳琳,陈雅娇.基于BIM+数字孪生技术的装配式建筑项目调度智能化管理平台研究[J].建筑经济,2020,41(9):44-48.
XIE Linlin,CHEN Yajiao.Research on intelligent management platform of prefabricated building project scheduling based on BIM+digital twin technology[J].Construction Economy,2020,41(9):44-48.
[20]韩冬辰,张 弘,刘 燕,等.从BIM到BDT:关于建筑数字孪生体(BDT)的构想研究[J].建筑学报,2020(10):95-101.
HAN Dongchen,ZHANG Hong,LIU Yan,et al.From BIM to BDT:research on the conception of building digital twin[J].Architectural Journal,2020(10):95-101.
[21]王 强,林 如,李雪来.BIM+数字孪生技术的装配式轨道交通工程预制构件生产管理应用研究[J].工程管理学报,2021,35(3):88-93.
WANG Qiang,LIN Ru,LI Xuelai.Application of BIM+digital twin technology in prefabricated rail transit project production management[J].Journal of Engineering Management,2021,35(3):88-93.
[22]刘占省,邢泽众,黄 春,等.装配式建筑施工过程数字孪生建模方法[J].建筑结构学报,2021,42(7):213-222.
LIU Zhansheng,XING Zezhong,HUANG Chun,et al.Digital twin modeling method for construction process of assembled building[J].Journal of Building Structures,2021,42(7):213-222.
[23]陶 飞,张 贺,戚庆林,等.数字孪生模型构建理论及应用[J].计算机集成制造系统,2021,27(1):1-15.
TAO Fei,ZHANG He,QI Qinglin,et al.Theory of digital twin modeling and its application[J].Computer Integrated Manufacturing Systems,2021,27(1):1-15.
[24]郭红领,叶啸天,任琦鹏,等.基于BIM和规则推理的施工进度计划自动编排[J].清华大学学报(自然科学版),2022,62(2):189-198.
GUO Hongling,YE Xiaotian,REN Qipeng,et al.Automatic generation of construction schedules based on BIM and rule reasoning[J].Journal of Tsinghua University(Science and Technology),2022,62(2):189-198.

Memo

Memo:
-
Last Update: 2024-07-20