TY - JOUR
T1 - Object-centred automated compliance checking: a novel, bottom-up approach
AU - Doukari, Omar
AU - Greenwood, David
AU - Rogage, Kay
AU - Kassem, Mohamad
PY - 2022/4/19
Y1 - 2022/4/19
N2 - Building Information Modelling (BIM) is changing how built assets are delivered and operated. A built asset is represented as a set of objects, each with an identity, attributes, and relations. This object-oriented nature enables new approaches for ensuring compliance with a range of requirements: e.g. industry guidelines; project and client-specific requirements; and building codes and standards. Furthermore, bottom-up design approaches are known to be more suitable for quality control and design errors detection. Based on an adapted version of simulated annealing concept, this paper proposes an automated compliance checking classification and identifies a set of desired characteristics these methods should fulfil. It then demonstrates a bottom-up object-centred approach for automated model checking and the corresponding plugin prototype. The approach and the prototype enable four key processes and satisfy all desired characteristics of compliance checking methods including content validation, model completeness, smart object, and design option checking. To demonstrate the feasibility and accuracy of the approach, two case studies are processed using existing BIM objects libraries one of which is created by a major French manufacturer. All four steps were successfully completed, and the results show savings of around 125 minutes per object between the automated approach and traditional manual methods of working.
AB - Building Information Modelling (BIM) is changing how built assets are delivered and operated. A built asset is represented as a set of objects, each with an identity, attributes, and relations. This object-oriented nature enables new approaches for ensuring compliance with a range of requirements: e.g. industry guidelines; project and client-specific requirements; and building codes and standards. Furthermore, bottom-up design approaches are known to be more suitable for quality control and design errors detection. Based on an adapted version of simulated annealing concept, this paper proposes an automated compliance checking classification and identifies a set of desired characteristics these methods should fulfil. It then demonstrates a bottom-up object-centred approach for automated model checking and the corresponding plugin prototype. The approach and the prototype enable four key processes and satisfy all desired characteristics of compliance checking methods including content validation, model completeness, smart object, and design option checking. To demonstrate the feasibility and accuracy of the approach, two case studies are processed using existing BIM objects libraries one of which is created by a major French manufacturer. All four steps were successfully completed, and the results show savings of around 125 minutes per object between the automated approach and traditional manual methods of working.
KW - Artificial Intelligence
KW - Automation
KW - BIM
KW - Case study
KW - Compliance Checking
KW - Model Checking
KW - Simulated Annealing Optimisation
UR - http://www.scopus.com/inward/record.url?scp=85133872631&partnerID=8YFLogxK
U2 - 10.36680/j.itcon.2022.017
DO - 10.36680/j.itcon.2022.017
M3 - Article
AN - SCOPUS:85133872631
VL - 27
SP - 335
EP - 362
JO - Electronic Journal of Information Technology in Construction
JF - Electronic Journal of Information Technology in Construction
SN - 1400-6529
ER -