Abstracts – Browse Results
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Abdelgawad, M A M (2011) Hybrid decision support system for risk criticality assessment and risk analysis, Unpublished PhD Thesis, , University of Alberta (Canada).
Al-Bataineh, M T (2008) Scenario-based planning for tunnelling construction, Unpublished PhD Thesis, , University of Alberta (Canada).
Allouche, E N (2001) A decision-support model for selection of a trenchless construction method, Unpublished PhD Thesis, , University of Alberta (Canada).
Alvanchi, A (2011) Incorporating the effects of complex dynamic interactions in the construction decision making process, Unpublished PhD Thesis, , University of Alberta (Canada).
Awad, A L S (2012) Intelligent contractor default prediction model for surety bonding in the construction industry, Unpublished PhD Thesis, , University of Alberta.
Azimi, R (2011) An integrated real-time control system for structural steel fabrication projects, Unpublished PhD Thesis, , University of Alberta (Canada).
Chehayeb, N N (1996) Simulation-based project control, Unpublished PhD Thesis, , University of Alberta (Canada).
Corona Suarez, G A (2007) Simulation-aided framework for assessing the effect of project quality management on construction performance, Unpublished PhD Thesis, , University of Alberta (Canada).
Dissanayake, G M (2006) An integrated computational intelligence framework for construction performance diagnosis, Unpublished PhD Thesis, , University of Alberta (Canada).
Ekyalimpa, R (2015) A distributed simulation approach for contractor company performance management in the construction industry, Unpublished PhD Thesis, , University of Alberta.
El Ghandour, W (2007) Integrated information-based construction simulation system, Unpublished PhD Thesis, , University of Alberta (Canada).
Elbarkouky, M M G (2010) A fuzzy consensus building framework for early alignment of construction project teams on the extent of their roles and responsibilities, Unpublished PhD Thesis, , University of Alberta (Canada).
ElNimr, A A (2011) Enhancing space modeling and mobile resources planning in construction operations through a simulation driven visualization framework, Unpublished PhD Thesis, , University of Alberta (Canada).
Fan, H (2007) Leveraging operational data for intelligent decision support in construction equipment management, Unpublished PhD Thesis, , University of Alberta (Canada).
Hajjar, D (1999) A unified modeling methodology for simulation-based planning of construction projects, Unpublished PhD Thesis, , University of Alberta (Canada).
Hasan, M S (2013) Decision support system for crane selection and location optimization on construction sites, Unpublished PhD Thesis, , University of Alberta (Canada).
Inyang, N I (2013) A framework for ergonomic assessment of residential construction tasks, Unpublished PhD Thesis, , University of Alberta (Canada).
Langevine, R (2006) A decision support system for the maintenance management of buildings, Unpublished PhD Thesis, , University of Alberta (Canada).
Liu, J (2018) Dual-level resource-constrained multi-project scheduling framework for prefabrication in construction, Unpublished PhD Thesis, , University of Alberta.
Lu, M (2000) Productivity studies using advanced ANN models, Unpublished PhD Thesis, , University of Alberta (Canada).
Mah, D E (2011) Framework for rating the sustainability of the residential construction practice, Unpublished PhD Thesis, , University of Alberta (Canada).
Manavazhi, M R (1998) A configuration-based modeling methodology for the automated generation of simulation models in construction, Unpublished PhD Thesis, , University of Alberta (Canada).
Mao, X (2008) The framework of TRIZ-enhanced-value engineering analysis and its knowledge management, Unpublished PhD Thesis, , University of Alberta (Canada).
Moghadam, M (2014) Lean-mod: An approach to modular construction manufacturing production efficiency improvement, Unpublished PhD Thesis, , University of Alberta (Canada).
Moghani, E (2013) A simulation-based framework for as-built documentation of construction process and product information, Unpublished PhD Thesis, , University of Alberta (Canada).
Mogollon, J D M (2009) Automation of design and drafting for wood frame structures and construction waste minimization, Unpublished PhD Thesis, , University of Alberta (Canada).
Mohamed, Y (2002) A framework for systematic improvement of construction systems, Unpublished PhD Thesis, , University of Alberta.
Nassar, N K (2005) An integrated framework for evaluation, forecasting and optimization of performance of construction projects, Unpublished PhD Thesis, , University of Alberta (Canada).
Olearczyk, J (2010) Crane lifting operation planning and lifted object spatial trajectory analysis, Unpublished PhD Thesis, , University of Alberta (Canada).
Pereira, E S S (2017) A framework for assessing the safety performance of industrial projects using safety-related measures, Unpublished PhD Thesis, , University of Alberta.
- Type: Thesis
- Keywords: reasoning; integration; safety; case-based reasoning; simulation; construction project; construction site; interview
- ISBN/ISSN:
- URL: https://doi.org/10.7939/R3DN4092N
- Abstract:
Abstract: Although previous research has emphasized the use of safety-related measures to assess and control safety performance, many construction companies continue to rely on reactive indicators for safety control. The reluctance of industry to use safety-related measures for the proactive evaluation of safety performance is a consequence of the unique characteristics of construction projects, which renders the identification and evaluation of safety-related measures difficult in practice. From a theoretical perspective, models developed to proactively assess the safety performance have difficult considering (1) the specific characteristics of an organization due to the limited amount of data points provided and (2) the dynamic nature of construction sites, which can affect measure performance. The objective of this research was to develop a framework that could proactively assess safety performance using safety-related measures. A framework, which combines Case-Based Reasoning (CBR) with simulation modelling, was proposed for this purpose. CBR was chosen as an assessment method for its ability to assess safety output under conditions of limited data, while simulation was considered for its ability to reliably reproduce project behavior. Prior to framework implementation, challenges for understanding current Safety Managements System (SMS) practices and identifying safety-related measures were researched. Then, a risk-rating approach designed to investigate the complex relationship between SMS factors and accident precursors from a holistic perspective was developed. This approach allows for not only the identification of high-priority SMS factors and accident precursors but also for the evaluation of associations between them, and a many-to-many relationship was found to exist between these groups. A case-study was then conducted to analyze and review the effective use of departmental data to control and assess safety performance. Several safety-related measures collected by several departments were found to be useful for proactively controlling safety performance. Altogether, the findings presented here strongly support the use of a holistic approach for the evaluation and control of safety performance The framework was developed and applied in an industrial construction organization. A total of 27 safety-related measures were identified from data collected from departmental databases, documents, and interviews. After reducing the dimensionality of the database through the application of statistical tests and Correlation Feature Based Selection Algorithm, the final approach considered nine measures. From a practical perspective, the model was found to reliably predict trends in safety performance, and can be used to predict how specific decisions made in practice can affect safety performance. This research has resulted in (1) the development of a CBR approach that can be used to assess the safety performance of construction projects characterized by few data points (i.e., few incidents) while allowing for the consideration of an organization’s unique conditions and (2) the integration of CBR with a simulation model, which allows managers to more easily predict how decisions, both individually and in combination, influence overall safety performance. Furthermore, the results of this research support the use of (3) a holistic approach for the establishment and evaluation of proactive SMS mitigation strategies and (4) the collection and consideration of various departmental data to more reliably evaluate proactive safety performance.
Saba, F (2012) A semantic-driven framework for facilitating reusability and interoperability of construction simulation modeling, Unpublished PhD Thesis, , University of Alberta (Canada).
Salem, O M (1999) Infrastructure construction and rehabilitation: Risk-based life cycle cost analysis, Unpublished PhD Thesis, , University of Alberta (Canada).
Shaheen, A A-H I (2005) A framework for integrating fuzzy set theory and discrete event simulation in construction engineering, Unpublished PhD Thesis, , University of Alberta (Canada).
Shahin, A A (2007) A framework for cold weather construction simulation, Unpublished PhD Thesis, , University of Alberta (Canada).
Sharma, V (2010) Asset levels of service-based decision support system for municipal infrastructure investment, Unpublished PhD Thesis, , University of Alberta (Canada).
Siu, M F (2016) Development of quantitative methods for project scheduling and workface planning under time-dependent resource constraints, Unpublished PhD Thesis, , University of Alberta.
Soleimanifar, M (2016) Integrated project management framework for a pipe spool fabrication shop, Unpublished PhD Thesis, , University of Alberta.
Song, L (2004) Productivity modeling for steel fabrication projects, Unpublished PhD Thesis, , University of Alberta (Canada).
Taghaddos, H (2010) Developing a generic resource allocation framework for construction simulation, Unpublished PhD Thesis, , University of Alberta (Canada).
Van Tol, A A (2005) Agent embedded simulation modeling framework for construction engineering and management applications, Unpublished PhD Thesis, , University of Alberta (Canada).
Wang, P (2006) Production-based large scale construction simulation modeling, Unpublished PhD Thesis, , University of Alberta (Canada).
Xie, H (2011) Improving dynamic project control in tunnel construction, Unpublished PhD Thesis, , University of Alberta (Canada).
Xie, H (2012) Improving dynamic project control in tunnel construction, Unpublished PhD Thesis, , University of Alberta.
Xu, J (2001) CAD-based integrated simulation environment (CAD-ise), Unpublished PhD Thesis, , University of Alberta (Canada).
Younes, B (2013) A framework for invoice management in construction, Unpublished PhD Thesis, , University of Alberta (Canada).
Yu, H (2010) An integrated approach toward lean for production homebuilders, Unpublished PhD Thesis, , University of Alberta (Canada).
Zhang, X (2006) Toward innovative and efficient infrastructure delivery, Unpublished PhD Thesis, , University of Alberta (Canada).