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Abdelgawad, M A M (2011) Hybrid decision support system for risk criticality assessment and risk analysis, Unpublished PhD Thesis, , University of Alberta (Canada).
Al-Bataineh, M T (2008) Scenario-based planning for tunnelling construction, Unpublished PhD Thesis, , University of Alberta (Canada).
Allouche, E N (2001) A decision-support model for selection of a trenchless construction method, Unpublished PhD Thesis, , University of Alberta (Canada).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A (2011) Incorporating the effects of complex dynamic interactions in the construction decision making process, Unpublished PhD Thesis, , University of Alberta (Canada).
Azimi, R (2011) An integrated real-time control system for structural steel fabrication projects, Unpublished PhD Thesis, , University of Alberta (Canada).
Chehayeb, N N (1996) Simulation-based project control, Unpublished PhD Thesis, , University of Alberta (Canada).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A (2007) Simulation-aided framework for assessing the effect of project quality management on construction performance, Unpublished PhD Thesis, , University of Alberta (Canada).
Dissanayake, G M (2006) An integrated computational intelligence framework for construction performance diagnosis, Unpublished PhD Thesis, , University of Alberta (Canada).
El Ghandour, W (2007) Integrated information-based construction simulation system, Unpublished PhD Thesis, , University of Alberta (Canada).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building framework for early alignment of construction project teams on the extent of their roles and responsibilities, Unpublished PhD Thesis, , University of Alberta (Canada).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modeling and mobile resources planning in construction operations through a simulation driven visualization framework, Unpublished PhD Thesis, , University of Alberta (Canada).
Fan, H (2007) Leveraging operational data for intelligent decision support in construction equipment management, Unpublished PhD Thesis, , University of Alberta (Canada).
Hajjar, D (1999) A unified modeling methodology for simulation-based planning of construction projects, Unpublished PhD Thesis, , University of Alberta (Canada).
Hasan, M S (2013) Decision support system for crane selection and location optimization on construction sites, Unpublished PhD Thesis, , University of Alberta (Canada).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).
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).
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).
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).
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).
- Type: Thesis
- Keywords: optimization; construction project; artificial intelligence; communication; fabrication; interoperability; modular construction; network scheduling; resource allocation; resource scheduling; reuse; scheduling; simulation
- ISBN/ISSN:
- URL: https://www.proquest.com/docview/762744151
- Abstract:
The allocation of resources over time, referred to as resource scheduling, in large-scale construction environments is a challenging problem. Although traditional network scheduling techniques are the most popular scheduling techniques in the construction industry, they are ineffective in modeling the dynamic nature and resource interactions of large projects. Simulation based modeling or optimization techniques are also time-consuming, complicated and costly to be implemented in large-scale projects. This research is focused on developing a new framework to insert artificial intelligence inside construction simulations for facilitating the resource allocation process. The first stage in this study was developing a framework to solve resource scheduling problems in large scale construction projects. This framework, called the Simulation Based Auction Protocol (SBAP), integrates Multi-Agent Resource Allocation (MARA) in a simulation environment. This hybrid framework deploys centralized MARA (i.e. , auction protocols) whereby agents bid on different combinations of resources at the start of a simulation cycle. Agents attempt to improve their individual welfare by acquiring a combination of resources. An auctioneer is designed to allocate resources to the agents by maximizing the overall welfare of the society. Simulation is also employed to track the availability of resources, and manage resource oriented activities. This framework is implemented in two large construction applications of scheduling module assembly yard and multiple heavy lift planning in modular construction. The second objective of this project is to develop a generic resource allocation component for addressing optimized resource allocation in various construction projects. This component is developed in a large scale model using High Level Architecture (HLA), instead of traditional simulation environments. HLA allows splitting a large scale model, known as a federation, into a number of manageable components (i.e. , federates), while maintaining interoperability between them. A generic Resource Allocation (RA) federate is designed to act as an auctioneer for federates developed based on the SBAP. Another generic federate is also built to automate the communication with the RA federate. These two generic federates can be reused in various construction federations. This framework is successfully implemented in an industrial construction process that involves different supply chains including spool fabrication, module assembly and heavy crane lifts in site construction.
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).
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).