Supporting Post-Occupant Evaluation Through Work Order Evaluation and Visualization in FM-BIM

The application of BIM and data analytics in facility management is an area of growing interest and research. The ability to mine data from occupant complaints in real-time and visualize this at the building and building cluster scale provides new opportunities for facility managers to more effectively respond to occupant complaints and optimize the performance of the building. A project is currently underway at Ryerson University in collaboration with the facility management team to mine data from work orders and develop a comprehensive visualization strategy for FM-BIM integration. This paper presents the development of mapping and data visualization strategies to support the identification of priority areas and extraction of key occupant satisfaction trends. Key visualizations and BIM integration protocols from the campus deployment are presented and discussed to identify applicability of this data to support post-occupancy evaluation, limitations, and opportunities for further expansion and refinement.

[1]  Nan Li,et al.  Application Areas and Data Requirements for BIM-Enabled Facilities Management , 2012 .

[2]  Chen Jia Woon,et al.  Occupants’ satisfaction toward building environmental quality: structural equation modeling approach , 2015, Environmental Monitoring and Assessment.

[3]  Joon-Ho Choi,et al.  Post-occupancy evaluation of 20 office buildings as basis for future IEQ standards and guidelines , 2012 .

[4]  Frank Schultmann,et al.  Building Information Modeling (BIM) for existing buildings — Literature review and future needs , 2014 .

[5]  Marin Litoiu,et al.  Leveraging existing sensor networks as IoT devices for smart buildings , 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT).

[6]  Bill Bordass,et al.  Making feedback and post-occupancy evaluation routine 2: Soft landings – involving design and building teams in improving performance , 2005 .

[7]  Yusuf Arayici,et al.  Building Information Modelling (BIM) for Facilities Management (FM): The Mediacity Case Study Approach , 2012, Int. J. 3 D Inf. Model..

[8]  Hai Tao Song,et al.  The User-Oriented Design and Practice of HMI , 2011 .

[9]  David Bryde,et al.  The project benefits of Building Information Modelling (BIM) , 2013 .

[10]  Ying Hua,et al.  A BIM-GIS integrated pre-retrofit model for building data mapping , 2016 .

[11]  Esin Ergen,et al.  BIM for building refurbishment and maintenance: current status and research directions , 2015 .

[12]  David J. Edwards,et al.  A Case Study of Building Information Modelling Enabled 'Information Totem' for Operations and Maintenance Integration , 2016 .

[13]  Jeff Sutherland,et al.  Manifesto for Agile Software Development , 2013 .

[14]  Isaac A. Meir,et al.  Post-Occupancy Evaluation: An Inevitable Step Toward Sustainability , 2009 .

[15]  Stephen R. Lockley,et al.  BIM in facilities management applications: a case study of a large university complex , 2015 .

[16]  Soumik Sarkar,et al.  A Novel Human Machine Interface for Advanced Building Controls and Diagnostics , 2014 .

[17]  Arto Kiviniemi,et al.  Challenges in the Implementation of BIM for FM - Case Manchester Town Hall Complex , 2014 .

[18]  Kirti Ruikar,et al.  BIM application to building energy performance visualisation and management: Challenges and potential , 2017 .

[19]  Abdul Kareem Almarshad,et al.  A knowledge-based BIM system for building maintenance , 2013 .

[20]  J. J. McArthur,et al.  Integrating Visual Analytics and Machine Learning Into BIM-Enabled Facilities Management. , 2017 .

[21]  P. Love,et al.  A benefits realization management building information modeling framework for asset owners , 2014 .

[22]  J. J. McArthur,et al.  A Building Information Management (BIM) Framework and Supporting Case Study for Existing Building Operations, Maintenance and Sustainability , 2015 .

[23]  Rowena Hay,et al.  Post-occupancy evaluation in architecture: experiences and perspectives from UK practice , 2018 .

[24]  Vineet R. Kamat,et al.  Leveraging BIM for Automated Fault Detection in Operational Buildings , 2013 .

[25]  Ying Hua,et al.  Completing the missing link in building design process: Enhancing post-occupancy evaluation method for effective feedback for building performance , 2015 .

[26]  J. J. McArthur,et al.  Optimizing BIM Metadata Manipulation Using Parametric Tools , 2016 .

[27]  Thomas Froese,et al.  SocioBIM : BIM-to-end user interaction for sustainable building operations and facility asset management , 2015 .

[28]  Paul Gruhn Human Machine Interface (HMI) Design: The Good, The Bad, and The Ugly (and what makes them so) , 2011 .

[29]  Guerra-Santin Olivia,et al.  In-use monitoring of buildings: An overview and classification of evaluation methods , 2015 .

[30]  Karen Kensek,et al.  BIM Guidelines Inform Facilities Management Databases: A Case Study over Time , 2015 .