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Abdelgawad, M A M (2011) Hybrid decision support system for risk criticality assessment and risk analysis, Unpublished PhD Thesis, , University of Alberta (Canada).
Al-Bataineh, M T (2008) Scenario-based planning for tunnelling construction, Unpublished PhD Thesis, , University of Alberta (Canada).
Allouche, E N (2001) A decision-support model for selection of a trenchless construction method, Unpublished PhD Thesis, , University of Alberta (Canada).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A (2011) Incorporating the effects of complex dynamic interactions in the construction decision making process, Unpublished PhD Thesis, , University of Alberta (Canada).
Awad, A L S (2012) Intelligent contractor default prediction model for surety bonding in the construction industry, Unpublished PhD Thesis, , University of Alberta.
Azimi, R (2011) An integrated real-time control system for structural steel fabrication projects, Unpublished PhD Thesis, , University of Alberta (Canada).
Chehayeb, N N (1996) Simulation-based project control, Unpublished PhD Thesis, , University of Alberta (Canada).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A (2007) Simulation-aided framework for assessing the effect of project quality management on construction performance, Unpublished PhD Thesis, , University of Alberta (Canada).
Dissanayake, G M (2006) An integrated computational intelligence framework for construction performance diagnosis, Unpublished PhD Thesis, , University of Alberta (Canada).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R (2015) A distributed simulation approach for contractor company performance management in the construction industry, Unpublished PhD Thesis, , University of Alberta.
El Ghandour, W (2007) Integrated information-based construction simulation system, Unpublished PhD Thesis, , University of Alberta (Canada).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building framework for early alignment of construction project teams on the extent of their roles and responsibilities, Unpublished PhD Thesis, , University of Alberta (Canada).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modeling and mobile resources planning in construction operations through a simulation driven visualization framework, Unpublished PhD Thesis, , University of Alberta (Canada).
Fan, H (2007) Leveraging operational data for intelligent decision support in construction equipment management, Unpublished PhD Thesis, , University of Alberta (Canada).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).
- Type: Thesis
- Keywords: accuracy; artificial neural network; bidding; collaboration; estimating; fabrication; productivity; risk analysis; estimator; neural network; risk analysis; case studies
- ISBN/ISSN:
- URL: https://www.proquest.com/docview/304646918
- Abstract:
Estimating labor productivity is one of the most difficult aspects of preparing an estimate, or a control budget based on the estimate for labor-intensive activities in construction. The primary objective of research is developing artificial neural network or ANN based estimating tools to offer estimators valuable information about labor productivity in bidding new jobs. In conjunction with a major Canadian industrial contractor, the thesis research presents case studies on the theoretical basis and practical considerations for measuring and analyzing labor productivity in industrial construction. Two important activities of process piping were investigated: pipe installation in the field and spool fabrication in the fabrication shop. Emerging computer modeling techniques such as data warehouses and ANN were researched from an academic perspective and implemented in industry to meet the challenges in productivity studies. The thesis research has addressed: (1) how to quantify labor productivity in industrial construction from a contractor's point of view; (2) how to measure actual labor productivity in industrial construction based upon on-site control practices; and (3) how to utilize ANN to analyze the variability of actual labor production rates and the sensitivity of identified influencing factors. Using actual data, the proposed ANN models were proven to be effective in both risk analysis and sensitivity analysis of construction labor productivity. The developed data warehouses and ANN-based decision-support tools have been implemented or are in the process of implementation at the involved company. The final results of the research not only assist estimators to improve the accuracy of estimating labor production rates for studied activities in bidding new jobs, but also offer the management a precise and integrated view of corporate productivity information spanning across many business divisions. The experience and lessons learned from the successful, productive and mutually beneficial collaboration between academia and industry in the thesis research will potentially benefit other university-industry joint research projects in the future.
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.
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).