Ontologies to Support RFID‐Based Link between Virtual Models and Construction Components

: Virtual models have in recent years proven their worth in practice in building design. Today, virtual models of a complete building project are often created before the project is carried out in practice. The immediate advantages of this new working process are great; it reduces the number of errors, it gives a better production basis, and it improves clarity and enhances communication compared to traditional 2D drafting methods. However, there is still much unutilized potential in the virtual models, especially for use in the construction and operation phases. A digital link between the virtual models and the physical components in the construction process can improve the information handling and sharing in construction and building operation management. Such a link can be created by means of Radio Frequency Identification (RFID) technology. Ontologies play an important role as the foundation for information sharing between trading partners, reuse of data from one phase in construction to the next, integration of process and product models with enterprise resource planning (ERP) systems, easy access of information, communication of data through networks, reading of data stored in electronic tags, etc. This article reviews existing ontologies relevant in relation to creating such a digital link between virtual models and the physical components. The ontologies are reviewed from an ontology consumer (system developer) point of view. The ontologies are categorized according to their applicability to specification of technical services, resources, organizational relations, business processes, and overall frameworks for ontology descriptions and their relations. It is concluded, with a few modifications for industrial use, the technical service and resource ontologies are applicable and that the meta-, organizational, and business process ontologies need further development and industrial maturity to be applicable for use in system development.

[1]  Fan-Yun Pai,et al.  Evaluating the business value of RFID: Evidence from five case studies , 2008 .

[2]  Ghang Lee,et al.  Twelve Design Patterns for Integrating and Normalizing Product Model Schemas , 2007, Comput. Aided Civ. Infrastructure Eng..

[3]  Sangyoon Chin,et al.  RFID+4D CAD for Progress Management of Structural Steel Works in High-Rise Buildings , 2008 .

[4]  H. Adeli,et al.  OBJECT-ORIENTED FINITE ELEMENT ANALYSIS USING EER MODEL , 1993 .

[5]  Cynthia Changxin Wang,et al.  Using domain ontology in a semantic blogging system for construction professionals , 2008 .

[6]  John S. Gero,et al.  Agent‐Based Interoperability without Product Model Standards , 2007, Comput. Aided Civ. Infrastructure Eng..

[7]  Asim Karim,et al.  OO Information Model for Construction Project Management , 1999 .

[8]  Hojjat Adeli,et al.  Object-oriented backpropagation and its application to structural design , 1994, Neurocomputing.

[9]  Per Christiansson ICT enhanced buildings potentials , 2007 .

[10]  Lorraine Lee,et al.  Radio frequency identification (RFID) implementation in the service sector: A customer-facing diffusion model , 2008 .

[11]  Godfried Augenbroe,et al.  Integrating Formalized User Experience within Building Design Models , 2007, Comput. Aided Civ. Infrastructure Eng..

[12]  Stefan Woksepp,et al.  Virtual reality in construction : tools, methods and processes , 2007 .

[13]  Burcu Akinci,et al.  Tracking and locating components in a precast storage yard utilizing radio frequency identification technology and GPS , 2007 .

[14]  Rafael Sacks,et al.  Impact of three-dimensional parametric modeling of buildings on productivity in structural engineering practice , 2008 .

[15]  Hojjat Adeli,et al.  Object-oriented blackboard models for integrated design of steel structures , 1996 .

[16]  A Waheed,et al.  A knowledge-based system for evaluation of superload permit applications , 2000 .

[17]  Ygal Bendavid,et al.  Exploring the impact of RFID technology and the EPC network on mobile B2B eCommerce: A case study in the retail industry , 2008 .

[18]  Paul M. Goodrum,et al.  The application of active radio frequency identification technology for tool tracking on construction job sites , 2006 .

[19]  Hojjat Adeli,et al.  A hierarchical expert system for design of floors in highrise buildings , 1991 .

[20]  Chimay J. Anumba,et al.  Semantic web based services for intelligent mobile construction collaboration , 2004, J. Inf. Technol. Constr..

[21]  Burcu Akinci,et al.  Automating the task of tracking the delivery and receipt of fabricated pipe spools in industrial projects , 2006 .

[22]  Asim Karim,et al.  CONSCOM: An OO Construction Scheduling and Change Management System , 1999 .

[23]  Asunción Gómez-Pérez,et al.  Why Evaluate Ontology Technologies? Because It Works! , 2004, IEEE Intell. Syst..

[24]  A. Gomez-Perez,et al.  Some ideas and examples to evaluate ontologies , 1995, Proceedings the 11th Conference on Artificial Intelligence for Applications.

[25]  Eyhab Al-Masri,et al.  Investigating web services on the world wide web , 2008, WWW.

[26]  Kjeld Svidt,et al.  Prototype development of an ICT system to support construction management based on virtual models and RFID , 2009, J. Inf. Technol. Constr..

[27]  Philippe Besnard,et al.  Ontology-based inference for causal explanation , 2008, Integr. Comput. Aided Eng..

[28]  Maria Soledad Pera,et al.  Utilizing phrase-similarity measures for detecting and clustering informative RSS news articles , 2008, Integr. Comput. Aided Eng..

[29]  Kjeld Svidt,et al.  Radio Frequency Identification in Construction Operation and Maintenance: Contextual Analysis of User Needs , 2008, ICIT 2008.

[30]  Charles T. Jahren,et al.  RADIO-FREQUENCY IDENTIFICATION APPLICATIONS IN CONSTRUCTION INDUSTRY , 1995 .

[31]  Matteo Cristani,et al.  A Survey on Ontology Creation Methodologies , 2005, Int. J. Semantic Web Inf. Syst..

[32]  Hojjat Adeli,et al.  AI and CAD for earthquake damage evaluation , 1993 .

[33]  Jan Karlshøj,et al.  Review of the Development andImplementation of IFC compatible BIM , 2008 .

[34]  H. Adeli,et al.  Structural design language for coupled knowledge-based systems , 1990 .

[35]  Charles M. Eastman,et al.  A Rule‐Based Subset Generation Method for Product Data Models , 2007, Comput. Aided Civ. Infrastructure Eng..

[36]  Michael Gruninger,et al.  Methodology for the Design and Evaluation of Ontologies , 1995, IJCAI 1995.

[37]  Lung-Chuang Wang,et al.  Enhancing construction quality inspection and management using RFID technology , 2008 .

[38]  Ramaswamy Chandramouli,et al.  The Queen's Guard: A Secure Enforcement of Fine-grained Access Control In Distributed Data Analytics Platforms , 2001, ACM Trans. Inf. Syst. Secur..

[39]  Rudi Stouffs,et al.  Sortal Structures: Supporting Representational Flexibility for Building Domain Processes , 2007, Comput. Aided Civ. Infrastructure Eng..

[40]  Shichao Zhang,et al.  Rule-based dependency models for security protocol analysis , 2008, Integr. Comput. Aided Eng..

[41]  Richi Nayak,et al.  A knowledge retrieval model using ontology mining and user profiling , 2008, Integr. Comput. Aided Eng..

[42]  Hojjat Adeli,et al.  Design-independent CAD window system using the object-oriented paradigm and HP X widget environment , 1993 .

[43]  Hojjat Adeli,et al.  A Novel Approach to Expert Systems for Design of Large Structures , 1988, AI Mag..

[44]  Sangyoon Chin,et al.  Realtime 4D CAD = RFID for Project Progress Management , 2005 .

[45]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993 .

[46]  Mengjie Zhang,et al.  Detecting data records in semi-structured web sites based on text token clustering , 2008, Integr. Comput. Aided Eng..

[47]  Omer F. Rana,et al.  Combining structure and function-based descriptors for component retrieval in software digital libraries , 2008, Integr. Comput. Aided Eng..

[48]  Hojjat Adeli,et al.  An integrated computing environment for solution of complex engineering problems using the object-oriented programming paradigm and a blackboard architecture , 1995 .