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Abdelaty, A F A (2017) Data-driven algorithms for enhanced transportation infrastructure asset management, Unpublished PhD Thesis, , Iowa State University.

Al Shalabi, F A (2016) BIM framework for energy and maintenance performance assessment for facility management, Unpublished PhD Thesis, , Iowa State University.

  • Type: Thesis
  • Keywords: efficiency; energy consumption; failure; cooling; equipment; building information model; building information modeling; information system; interoperability; maintenance management; visualization; energy performance; case study; simulation
  • ISBN/ISSN:
  • URL: https://www.proquest.com/docview/1831396595
  • Abstract:
    Facility managers face many challenges during their day-to-day practices. Such challenges include identifying spaces within a facility with heating and cooling problems caused by systems faults and malfunctions. In addition, they lack the tools and methods to detect spaces within a facility that have deteriorated equipment and systems malfunction. On the other hand, Facility Management (FM) information systems are complex and provide high quality data. However, they lack interoperability and visualization capabilities and fail to support FM needs. This dissertation aims to detect spaces with faults and failures in buildings. It uses Building Information Modeling (BIM) and other FM information systems to determine intended energy performance and compare with actual energy consumption and other information stored in different FM systems. In addition, the dissertation aims to improve the quality of data collected, which is necessary for corrective and predictive maintenance actions through utilizing visualization and interoperability capabilities of BIM. To achieve that, a framework with different processes and approaches was developed. This framework links data between Industry Foundation Class (IFC) BIM, energy simulation results, Building Energy Management Systems (BEMS), and Computerized Maintenance Management Systems (CMMS) to detect spaces with faults and problematic behavior within a facility. The framework also implements IFC-BIM to link and present alarms reported by FM systems such as BEMS and CMMS. The framework was validated on a case study. The results show that the facility energy performance reflects the faults in its energy management systems. Furthermore, it helps detecting spaces with faults and maintenance needs. Moreover, the proposed framework showed efficiency increase in high-quality maintenance data collection. The framework contributes to the body of knowledge by providing facility managers with a framework that outlines how to use energy simulation and data aggregated from other FM systems and BIM to locate and detect spaces with problematic behavior. In addition, it provides a schema that integrates corrective maintenance data in a 3D IFC-BIM environment. It also helps minimize the lead-time needed by facility managers to collect relevant high quality data and link it to problematic spaces and failed equipment.

AlBughdadi, A J M (2022) Advanced decision support tools for bridge asset management, Unpublished PhD Thesis, , Iowa State University.

Azmy, N (2012) The role of team effectiveness in construction project teams and project performance, Unpublished PhD Thesis, Civil, Construction, and Environmental Engineering, Iowa State University.

Barbosa Resende, C (2021) Post-construction evaluation for work zones and construction engineers' training, Unpublished PhD Thesis, Civil, Construction, and Environmental Engineering, Iowa State University.

Barutha, P J (2018) Integrated project delivery for industrial projects, Unpublished PhD Thesis, , Iowa State University.

Canales Fernandez, A R (2004) Developing effective integration between American supervisors and hispanic craft workers in construction, Unpublished PhD Thesis, , Iowa State University.

Christensen, A N (2019) Identifying private construction project owner inefficiencies that affect project goals, Unpublished PhD Thesis, , Iowa State University.

El-adaway, I H (2008) Construction dispute mitigation through multi-agent based simulation and risk management modeling, Unpublished PhD Thesis, , Iowa State University.

Elmisalami, T E (2001) Developing a multi-attribute utility model (MAUM) for selecting information technologies in the construction industry, Unpublished PhD Thesis, , Iowa State University.

Enz, D L (2009) Construction project administration and management for mitigating work zone crashes and fatalities: An integrated risk management model, Unpublished PhD Thesis, , Iowa State University.

Gad, G M (2012) Effect of culture, risk, and trust on the selection of dispute resolution methods in international construction contracts, Unpublished PhD Thesis, , Iowa State University.

Gao, Z (2004) Investigation of technologies to improve the visualization of design documents and construction process, Unpublished PhD Thesis, Civil, Construction, and Environmental Engineering, Iowa State University.

Harmelink, D J (1995) Linear scheduling model: The development of a linear scheduling model with microcomputer applications for highway construction project control, Unpublished PhD Thesis, , Iowa State University.

Kaewmoracharoen, M (2009) Feasibility of visualization and simulation applications to improve work zone safety and mobility, Unpublished PhD Thesis, Civil, Construction, and Environmental Engineering, Iowa State University.

Kawal, D E (1970) A systems model of a construction firm, Unpublished PhD Thesis, , Iowa State University.

Lueth, P L O (2008) The architectural design studio as a learning environment: A qualitative exploration of architecture design student learning experiences in design studios from first- through fourth-year, Unpublished PhD Thesis, , Iowa State University.

Mahfouz, T S (2009) Construction legal support for differing site conditions (DSC) through statistical modeling and machine learning (ML), Unpublished PhD Thesis, , Iowa State University.

McCann, M (1986) An application of convex programming to construction scheduling, Unpublished PhD Thesis, Industrial and Manufacturing Systems Engineering, Iowa State University.

Mohd Zainudin, N (2019) Identification and analysis of worker safety hazards in Midwest agribusiness construction work sites, Unpublished PhD Thesis, Agricultural and Biosystems Engineering, Iowa State University.

Nahvi, A (2019) Integrated stochastic economics performance evaluation of horizontal infrastructure systems, Unpublished PhD Thesis, , Iowa State University.

Pinto Nunez, M D C (2017) Comprehensive partnering management model for highway construction projects delivered using traditional and alternative methods, Unpublished PhD Thesis, , Iowa State University.

Rahbar, F (1997) Computer-aided parametric planning (CAPP), Unpublished PhD Thesis, , Iowa State University.

Rueda-Benavides, J A (2016) Indefinite delivery/indefinite quantity project selection framework using stochastic techniques, Unpublished PhD Thesis, , Iowa State University.

Shrestha, K P (2016) Data analytics and visualization for enhanced highway construction cost indexes and as-built schedules, Unpublished PhD Thesis, , Iowa State University.

Sirotiak, T L (2008) The effect of problem/project-based learning on a desired skill set for construction professionals, Unpublished PhD Thesis, , Iowa State University.

Smadi, O G (2000) Knowledge-based expert system pavement management optimization, Unpublished PhD Thesis, , Iowa State University.

Talbot, J (2021) Understanding housing reconstruction in Puerto Rico after hurricanes Irma and Maria, Unpublished PhD Thesis, , Iowa State University.

Tapia, R M (2017) Linear scheduling and procurement tools to manage geotechnical risk in design-build construction projects, Unpublished PhD Thesis, Civil, Construction, and Environmental Engineering, Iowa State University.

Woldesenbet, A (2014) Highway infrastructure data and information integration & assessment framework: a data-driven decision-making approach, Unpublished PhD Thesis, Civil, Construction, and Environmental Engineering, Iowa State University.