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Al-Humaidi, H M (2007) A fuzzy logic approach to model delays in construction projects, Unpublished PhD Thesis, , Ohio State University.

Al-Kaabi, N S (2006) A fuzzy-based construction safety advisor (CSA) for construction safety in the United Arab Emirates, Unpublished PhD Thesis, , The Ohio State University.

Bu-Qammaz, A S A S (2015) Risk management model for international public construction joint venture projects in Kuwait, Unpublished PhD Thesis, , Ohio State University.

El-khawas, I N (1997) The optimal design of buildings: A life-cycle approach to energy efficiency, Unpublished PhD Thesis, , The Ohio State University.

Ellis, R A (1980) An analysis of the impact of public participation activities in water and transportation projects, Unpublished PhD Thesis, , Ohio State University.

Fereshtehnejad, S (2018) Multi-hazard lifecycle methods for aging structures and infrastructure systems, Unpublished PhD Thesis, , Ohio State University.

Garrett, C C (1991) Roadway infrastructure management and investment behavior studies for developing countries: A multicriteria approach to road improvement decision-making, Unpublished PhD Thesis, , The Ohio State University.

Godby, C J (2002) A computational study of lexicalized noun phrases in English, Unpublished PhD Thesis, , The Ohio State University.

Halfawy, M M R (1998) A multi-agent collaborative framework for concurrent design of constructed facilities, Unpublished PhD Thesis, , The Ohio State University.

Hauenstein, A D (1966) Construction: A taxonomy and syllabus of production practices with implications for industrial arts, Unpublished PhD Thesis, , The Ohio State University.

Jin, R (2013) A statistical modeling approach to studying the effects of alternative and waste materials on green concrete properties, Unpublished PhD Thesis, , Ohio State University.

Mahmood, N A (2021) Real-time site safety risk assessment and intervention for on-foot building construction workers using RFID-based multi-sensor intelligent system, Unpublished PhD Thesis, , The Ohio State University.

Pan, N-F S (2001) Fuzzy reasoning expert scheduling system (FRESS) for highway construction subject to rain impact: A case study in Taiwan, Unpublished PhD Thesis, , Ohio State University.

  • Type: Thesis
  • Keywords: duration; effectiveness; fuzzy set; reasoning; construction project; drainage; equipment; highway; estimating; expert system; productivity; scheduling; Taiwan; fuzzy logic; weather
  • ISBN/ISSN:
  • URL: https://www.proquest.com/docview/251659587
  • Abstract:
    In Taiwan, more and more construction projects adhere to calendar-day-based contracts, whereby the construction contractor will be taking more risks than ever before. Construction scheduling contains uncertainties such as conditions of weather and site, and performance of equipment and labor. Among these uncertainties, rainfall is regarded as a major factor that has severe adverse impact on productivity and duration of highway construction projects. The most common approach for schedulers to account for the effect of rain in Taiwan is by adding a percentage of time to activities based on time of year and type of activity. However, this procedure may not be uniformly applied to all the activities. In addition, the precise effect of rain is difficult to assess and evaluate because it is usually expressed qualitatively rather than quantitatively. Moreover, schedulers usually estimate rain influence based on their past experience in a similar situation. However, their experience is often limited to particular project types, locations, and rainfall patterns. Thus, a more accurate and reliable method is necessary to assist construction schedulers. This study presents a model to estimate the impact of rain on productivity and duration of highway construction, taking into account linguistic variables such as rainfall level, soil drainage, exposure level of an activity, and work or no-work. This model employs the techniques of expert system, fuzzy set and Mamdani's fuzzy reasoning method. An expert system is utilized because the estimates of activity duration are usually made by experienced schedulers. Fuzzy set theory and fuzzy logic are applied because rain effect is usually expressed linguistically. Based on the model, an intelligent system, named FRESS (Fuzzy Reasoning Expert Scheduling System), is developed for estimating rain influence before and during construction for scheduling, and after construction for claim analysis of delay. FRESS interfaces with the Kappa-PC expert system shell and MS-Project scheduling package, which provides a user-friendly interface. This system contains a knowledge base and database. The knowledge base consists of if-then production rules, obtained from experts in highway construction. The database includes historical daily rainfall data over the past 20 years for nine major cities across Taiwan. A real-world highway construction project is utilized to illustrate the essential features of the system and demonstrate its performance and effectiveness, which can provide construction schedulers accurate and reasonable schedules.

Sadoun, B I (1992) A modeling methodology for energy-conserving site design, Unpublished PhD Thesis, , The Ohio State University.

Sarma, K C (2001) Fuzzy discrete multicriteria cost optimization of steel structures using genetic algorithm, Unpublished PhD Thesis, , The Ohio State University.

Sirca, G F (2019) Analysis of full-scale in-service civil engineering structures, Unpublished PhD Thesis, , The Ohio State University.

Stanbury, J A C (1992) An exploratory empirical study of the international consulting engineering design services industry: A United States perspective, Unpublished PhD Thesis, , Ohio State University.

Tseng, C-H (2006) Safety performance analyzer for constructed environments (SPACE), Unpublished PhD Thesis, , The Ohio State University.

Vargas, C A (1998) Investigating construction falls using fault tree analysis and developing a prototype tool to reduce falls using expert system and computer-assisted instruction methods, Unpublished PhD Thesis, , The Ohio State University.

Wee, S (1993) A prototype of an expert system for pavement maintenance and rehabilitation strategy in the state of Ohio (espresso), Unpublished PhD Thesis, , The Ohio State University.

Yang, F (2022) Ascending the pagoda: A ground-up exploration of the ancient construction methods of dayanta using virtual reality, Unpublished PhD Thesis, , The Ohio State University.

Yoo, W S (2007) An information-based decision making framework for evaluating and forecasting a project cost and completion date, Unpublished PhD Thesis, , Ohio State University.

Young, D R (1968) The development of a construction industry interest inventory, Unpublished PhD Thesis, , The Ohio State University.

Yu, B (2007) Essays on structural analysis of procurement auctions, Unpublished PhD Thesis, , The Ohio State University.