BIM-based optimization of camera placement for indoor construction monitoring considering the construction schedule

被引:16
|
作者
Chen, Xinyang [1 ,2 ]
Zhu, Yifan [2 ,3 ]
Chen, Hainan [4 ]
Ouyang, Yewei [2 ,3 ]
Luo, Xiaowei [2 ,3 ]
Wu, Xiaoling [1 ]
机构
[1] Guangdong Univ Technol, Guangzhou, Peoples R China
[2] City Univ Hong Kong, Shenzhen Res Inst, Shenzhen, Peoples R China
[3] City Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R China
[4] Sun Yat Sen Univ, Sch Intelligent Syst Engn, Shenzhen, Peoples R China
基金
中国博士后科学基金; 美国国家科学基金会;
关键词
Camera placement; Construction schedule; Modified parallel genetic algorithm; Building Information Modelling (BIM); SURVEILLANCE; IDENTIFICATION;
D O I
10.1016/j.autcon.2021.103825
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Construction cameras have been used to support autonomous job site monitoring in recent years. However, it remains challenging to find the optimal camera placement configuration in a dynamic job site environment. To address this problem, this paper proposes a camera placement optimization framework using building information modeling (BIM). The framework considers changes in dynamic obstacles and working areas in different construction stages. Data image is used as the data mediator to connect the three modules (BIM module, mathematical module, and optimization module), visualizing the site discrete and optimized result. The efficiency of the framework is validated through the test of an indoor construction project with a size of 2000 square meters. Compared to the experience-based camera placement configuration, the optimal camera placement calculated by the proposed framework achieves 12% improvement in total coverage.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] BIM-based Localization and Mapping for Mobile Robots in Construction
    Moura, Mateus Sanches
    Rizzo, Carlos
    Serrano, Daniel
    2021 IEEE INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOT SYSTEMS AND COMPETITIONS (ICARSC), 2021, : 12 - 18
  • [22] Offsite construction: Developing a BIM-Based optimizer for assembly
    Gbadamosi, Abdul-Quayyum
    Mahamadu, Abdul-Majeed
    Oyedele, Lukumon O.
    Akinade, Olugbenga O.
    Manu, Patrick
    Mahdjoubi, Lamine
    Aigbavboa, Clinton
    JOURNAL OF CLEANER PRODUCTION, 2019, 215 : 1180 - 1190
  • [23] BIM-based code checking for construction health and safety
    Getuli, Vito
    Ventura, Silvia Mastrolembo
    Capone, Pietro
    Ciribini, Angelo L. C.
    CREATIVE CONSTRUCTION CONFERENCE 2017, CCC 2017, 2017, 196 : 454 - 461
  • [24] Challenges in construction readiness for BIM-based building projects
    Radzi, Afiqah R.
    Azmi, Nur Farhana
    Kamaruzzaman, Syahrul Nizam
    Algahtany, Mohammed
    Rahman, Rahimi A.
    JOURNAL OF ASIAN ARCHITECTURE AND BUILDING ENGINEERING, 2024,
  • [25] BIM-BASED PROTOTYPE OF A MATHEMATICAL MODEL OF CONSTRUCTION PLANNING
    Kontrimovicius, Robertas
    Ustinovichius, Leonas
    JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2023, 29 (01) : 1 - 14
  • [26] A BIM-Based Code Checking Approach for Green Construction
    Jiang, Shaohua
    Wu, Zheng
    ICCREM 2017: INDUSTRY REGULATION AND SUSTAINABLE DEVELOPMENT, 2017, : 156 - 163
  • [27] Recognition of process patterns for BIM-based construction schedules
    Sigalov, Kateryna
    Konig, Markus
    ADVANCED ENGINEERING INFORMATICS, 2017, 33 : 456 - 472
  • [28] BIM-based Mixed Reality Application for Supervision of Construction
    Raimbaud, Pierre
    Lou, Ruding
    Merienne, Frederic
    Danglade, Florence
    Figueroa, Pablo
    Tiberio Hernandez, Jose
    2019 26TH IEEE CONFERENCE ON VIRTUAL REALITY AND 3D USER INTERFACES (VR), 2019, : 1903 - 1907
  • [29] BIM-BASED RISK IDENTIFICATION SYSTEM IN TUNNEL CONSTRUCTION
    Zhang, Limao
    Wu, Xianguo
    Ding, Lieyun
    Skibniewski, Miroslaw J.
    Lu, Yujie
    JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2016, 22 (04) : 529 - 539
  • [30] Application of PKPM BIM-based Construction Management Platform
    LI Zhi
    WANG Jing
    SHU Zhiqiang
    Computer Aided Drafting,Design and Manufacturing, 2014, (01) : 74 - 82