BIM-based framework for automatic scheduling of facility maintenance work orders

被引:167
作者
Chen, Weiwei [1 ]
Chen, Keyu [1 ]
Cheng, Jack C. P. [1 ]
Wang, Qian [2 ]
Gan, Vincent J. L. [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
[2] Natl Univ Singapore, Sch Design & Environm, Dept Bldg, 4 Architecture Dr, Singapore, Singapore
关键词
Automatic scheduling; Building information modeling; Facility management; Facility maintenance management; Facility maintenance path planning; INFORMATION; SEARCH; MODEL;
D O I
10.1016/j.autcon.2018.03.007
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Although more than 65% of the total cost in facility management (FM) comes from facility maintenance management (FMM), there is a lack of efficient maintenance strategies and right decision making approaches to reduce FMM costs. Building information modeling (BIM) has been developed as a potential technology for FMM in buildings. This study proposes an FMM framework based on BIM and facility management systems (FMSs), which can provide automatic scheduling of maintenance work orders (MWOs) to enhance good decision making in FMM. In this framework, data are mapped between BIM and FMSs according to the Industry Foundation Classes (IFC) extension of maintenance tasks and MWO information in order to achieve data integration. After bidirectional data transmission between the BIM models and FMSs, work order information is visualized in BIM via API to identify components that have failed. Second, geometric and semantic information of the failure components is extracted from the BIM models to calculate the sub-optimal maintenance path in the BIM environment. Third, the MWO schedule is automatically generated using a modified Dijkstra algorithm that considers four factors, namely, problem type, emergency level, distance among components, and location. Illustrative examples are given in the paper to validate the feasibility and effectiveness of the proposed framework in indoor and outdoor 3D environments.
引用
收藏
页码:15 / 30
页数:16
相关论文
共 44 条
[11]  
Dijkstra EW., 1959, NUMER MATH, V1, P269, DOI 10.1007/BF01386390
[12]  
Ding L., 2009, Technology, Design and Process Innovation in the Built Environment, P373
[13]  
Eastman C.M., 2011, BOOK BIM HDB GUIDE B, V2
[14]  
EcoDomus, 2015, EC BIM PLATF
[15]  
FMsystem, 2016, MAN YOUR FAC REAL ES
[16]   Modeling and solving the periodic maintenance problem [J].
Grigoriev, A ;
van de Klundert, J ;
Spieksma, FCR .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 172 (03) :783-797
[17]   Equipment redesign feasibility through maintenance-work-order records using fuzzy cognitive maps [J].
Gupta P. ;
Gandhi O.P. .
International Journal of System Assurance Engineering and Management, 2014, 5 (01) :21-31
[18]   An Intelligent Healthcare Management System: A New Approach in Work-order Prioritization for Medical Equipment Maintenance Requests [J].
Hamdi, Naser ;
Oweis, Rami ;
Abu Zraiq, Hamzeh ;
Abu Sammour, Denis .
JOURNAL OF MEDICAL SYSTEMS, 2012, 36 (02) :557-567
[19]   A FORMAL BASIS FOR HEURISTIC DETERMINATION OF MINIMUM COST PATHS [J].
HART, PE ;
NILSSON, NJ ;
RAPHAEL, B .
IEEE TRANSACTIONS ON SYSTEMS SCIENCE AND CYBERNETICS, 1968, SSC4 (02) :100-+
[20]  
Hassanain M. A., 2003, Electronic Journal of Information Technology in Construction, V8