Construction risk knowledge management in BIM using ontology and semantic web technology

被引:144
|
作者
Ding, L. Y. [1 ]
Zhong, B. T. [1 ]
Wu, S. [2 ]
Luo, H. B. [1 ]
机构
[1] Huazhong Univ Sci & Technol, Inst Construct Engn Management, Wuhan 430074, Peoples R China
[2] Univ Huddersfield, Dept Architecture & Design 3D, Sch Art Design & Built Environm, Huddersfield HD1 3DH, W Yorkshire, England
基金
中国国家自然科学基金;
关键词
Construction risk; BIM; Ontology; Semantic web technology; CHECKING;
D O I
10.1016/j.ssci.2016.04.008
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The development of Building Information Modelling provides a visual and information-rich environment to incorporate the construction risk knowledge in the domain of safety management. Ontology and semantic web technology offer an opportunity to enable such domain knowledge to be represented semantically. This paper attempts to take advantage of the strength of BIM, ontology and semantic web technology to establish an ontology-based methodology/framework for construction risk knowledge management in BIM environment. The risk knowledge is modelled into an ontology-based semantic network to produce a risk map, from which the interdependences between risks, risk paths can be inferred semantically. Based on the semantic retrieval mechanism, the applicable knowledge is dynamically linked to the specific objects in the BIM environment. Based on the methodology, a prototype system is developed as a tool to facilitate the construction risk knowledge management and reuse in hope of indirectly improving the construction risk analysis process. A case application is implemented to demonstrate the risk prevention through construction process/method selection, including the risk factors identification, risk paths reasoning and risk prevention plan recommendation. Finally, a questionnaire survey highlights the potential benefits and limitations on the deployment of such system. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:202 / 213
页数:12
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