Abdullah O. Bafail’s research while affiliated with King Abdulaziz University and other places

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Publications (10)


Saudi-KAU Coupled Global Climate Model: Description and Performance
  • Article
  • Full-text available

June 2017

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554 Reads

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35 Citations

Earth Systems and Environment

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Abdulfattah S. Mashat

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Ahmed S. Hantoush

A new coupled global climate model (CGCM) has been developed at the Center of Excellence for Climate Change Research (CECCR), King Abdulaziz University (KAU), known as Saudi-KAU CGCM. The main aim of the model development is to generate seasonal to subseasonal forecasting and long-term climate simulations. The Saudi-KAU CGCM currently includes two atmospheric dynamical cores, two land components, three ocean components, and multiple physical parameterization options. The component modules and parameterization schemes have been adopted from different sources, and some have undergone modifications at CECCR. The model is characterized by its versatility, ease of use, and the physical fidelity of its climate simulations, in both idealized and realistic configurations. A description of the model, its component packages, and parameterizations is provided. Results from selected configurations demonstrate the model’s ability to reasonably simulate the climate on different time scales. The coupled model simulates El Niño-Southern Oscillation (ENSO) variability, which is fundamental for seasonal forecasting. It also simulates Madden-Julian Oscillation (MJO)-like disturbances with features similar to observations, although slightly weaker. The Saudi-KAU CGCM ability to simulate the ENSO and the MJO suggests that it is capable of making useful predictions on subseasonal to seasonal timescales.

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Fig. 1. Problem framework scheme. 
Fig. 2. Design variables and related parameters of the problem. 
Fig. 5. Convergence graph (best curve) of EDECO on the case study. 
A Multistage Procedure for Optimal Distribution of Preparatory-Year Students to Faculties and Departments: A Mixed Integer Nonlinear Goal Programming Model with Enhanced Differential Evolution Algorithm

January 2016

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98 Reads

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4 Citations

Journal of Computational and Theoretical Nanoscience

Higher education sector in the Kingdom of Saudi Arabia has observed great leaps during the last National development plan (2011–2015) and the new one (2016–2020). The higher education authority always tries to solve the question of conflicting aspects concerning the distribution of preparatory-year students among faculties and departments while respecting available capacity, resources, GPA, and student desires and capabilities. Goal Programming (GP) is considered as one of the most powerful techniques for many applications comprising conflicting objectives. This paper proposes a Mixed Integer Nonlinear Goal Programming Model (MINLIGPM) for solving the problem of admission planning both at the faculty and departmental levels. The model aims to satisfy the required key objectives stated by higher authority related to the distribution of preparatory year students among various faculties and departments in a University. The model is described in a general form that can be adopted for any university taking into considerations its special requirements. The requirements, resources and constraints together with relevant data for the Faculty of Engineering and Department of Industrial Engineering at King Abdulaziz University, Saudi Arabia will be used as a case study. The simple linear GP model can be solved using many computerized software such as: Microsoft Excel Solver add-ins, Linear Program Solver (Tora), QM for Windows. However, such software fails to solve a model such that proposed in this paper. Therefore, an enhanced Differential Evolution (DE) algorithm for solving constrained optimization, named EDECO, will be developed to solve the proposed non-linear integer GP problem. The proposed algorithm introduces a new search mutation to improve both the local search tendency and the global exploration capability, and to accelerate the convergence of DE technique. Besides, adaptive crossover rate and randomized scale factors will be introduced as uniformly random numbers to enhance the population diversity.


Noise Pollution in Metalwork and Woodwork Industries in the Kingdom of Saudi Arabia

December 2014

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300 Reads

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40 Citations

International journal of occupational safety and ergonomics: JOSE

This study was conducted in metalwork and woodwork industries in Jeddah Industrial Estate. The purpose of this study was to assess the magnitude of industrial noise exposure and to propose remedial actions. Noise was measured at different times of a day in 28 randomly selected factories and workshops. Results indicated that noise levels varied according to the type and size of a factory, and the type and number of machines used. Mean noise levels in metalwork factories were higher than those in woodwork factories. The highest noise levels were observed while manufacturing cans and forming steel reinforcement for concrete, where noise levels exceed 90 dB(A). All mean noise levels in all studied metalwork factories and in 50% of studied woodwork industries were higher than the standard level of 85 dB(A).


Study of summer heat exposure at the ground services operations of a main international airport in Saudi Arabia

October 2008

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124 Reads

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20 Citations

Summer heat in coastal subtropical Jeddah, augmented by heat from operating ground servicing equipment in King Abdul-Aziz International Airport (KAAIA), presents a major occupational problem to ground service operators, particularly the air traffic control coordinator (ATCC), that hinders their work efficiency and induces health disorders to them. The present study was conducted to assess the magnitude of this problem and propose heat control strategy and remedial actions for the Saudi Arabian Airlines (SAUDIA). Heat parameters including air temperature (T (a)), wet bulb temperature (T (w)), globe temperature (T (g)) and air velocity were measured around serviced planes and in other locations used by ATCC, and the WBGT and the ATCC-WBGT-TWAs were computed. Mostly all the T (a) measurements, and many T (w) measurements, were higher than T (a) and T (w) forecasted by the Presidency of Meteorology and Environment (PME) due to heat dissipated from operating vehicles and equipment in service. The measured and PME forecasted parameters have good and medium linear correlations (T (a): r (2) = 0.74 and T (w): r (2) = 0.64). The computed WBGT in the service stations around planes are considerably higher than the 25 and 27.5 degrees C recommended TLV(R) for non-acclimatized and acclimatized operators. However, the computed ATCC- WBGT-TWA levels indicate that the shift-work-schedule which was recommended to be implemented by SAUDIA has successfully reduced their heat exposure to acceptable levels, except for a very few operators (6.7% exceeding WBGT-TLV(R) of 25 degrees C and 2.2% exceeding TLV(R) of 27.5 degrees C) for whom the shift-work schedules might be corrected to achieve safe heat exposure.


Study of heat exposure during Hajj (pilgrimage)

March 2008

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558 Reads

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42 Citations

Heat stress presents a main problem to Muslim Hajeej (pilgrims) during Hajj (pilgrimage) season, particularly in summer. Records of the Saudi Ministry of Health show close relation between heat casualties and climatic heat load through consequent Hajj seasons. The present study was conducted to evaluate the climatic heat load in Hajj locations during summer of 1995 as well as just before and during the Hajj season of 1997. Heat measurements including: T a, T w, T g, WBGT, relative humidity and air velocity were conducted through July–September 1995, and on March/April 1997, in 10 Hajj locations at morning, noon, afternoon and night. The highest WBGTs were at Haram court, Ghazzah area and Muna housing area, followed by Arafat areas and Muzdalefah, and the lowest at Azizia area. However, all the WBGTs were considerably higher than the ACGIH-TLV® for safe heat exposure, particularly during daytime; meanwhile, heat exposure considerably exceeded the ASHRAE comfort zone at all locations all times. The natural climatic condition is a major contributing factor to the overall heat load; moreover, potentiated by heat dissipated from Hajj activities, including Hajeej crowds, human activities, and the vehicles’ masses exhaust. This situation is further synergized by some pilgrims’ misbehavior (e.g. living in open sunny areas, using vehicles without roofs) and lack of awareness of the seriousness of heat exposure among them. An outline for a control strategy has been suggested based on planting open areas of Arafat and Muna, provision of air conditioned housing and tents in Muna, segregation of pedestrians from vehicles and their provision of shaded roads and rest areas, establishing more water spatters in Arafat and Muna, checking the performance of large vehicles before issuing their permits for operation during Hajj, providing vehicles parking isolated areas away from Hajeej tents, provision of ample amounts of quality drinking water in all Hajj locations, provision of ample optimal ambulance services, and dissemination of educational information to Hajeej for their taking advantage of Fiqh (religion rules) waivers in performing Hajj rituals to minimize their heat exposure, and for their personal protection.


Study of heat exposure in the work environment in Jeddah

May 1996

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29 Reads

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8 Citations

The present work was conducted to define the magnitude of the problem of heat exposure in Jeddah and the role of both the climatic and the industrial factors on the total heat load. Indoor heat exposure was studied in an industrial complex of 5 plants for cables' manufacturing. Outdoor heat exposure was studied in shaded and unshaded operations in Jeddah Islamic Port (JIP). The heat exposure parameters, including air temperature (Ta), wet bulb temperature (Tw), and globe temperature (Tg), as well as the wet bulb globe temperature (WBGT) heat stress index, the relative humidity and the air velocity, were assessed at representative locations. Results of the study indicated that:(a) the levels of heat exposure exceeded the TLV in mostly all the work areas where no air-conditioning is provided. (b) the ambient heat is the factor contributing most to the heat load both in summer and in winter. (c) the radiant heat from furnaces and hot metal rolling and milling adds more heat load to the work environment in specific operations. An outline of a control strategy has been suggested, emphasizing evaporative engineering heat control, work and hygienic practices and auxiliary cooling clothing.


A Linear Programming Model Combining Land Levelling and Transportation Problems

December 1994

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32 Reads

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9 Citations

Journal of the Operational Research Society

The levelling process of a vast area of land, for irrigation or any other development plan, is usually done in two stages. The first stage starts by determining the levels of the terrain, while the second stage solves the earthwork allocation for the predetermined levels. The most recent attempt, reported in the literature, to find global optimality for this problem was a trial-and-error approach which solves a linear transportation problem for every possible terrain's level and selects the level that results in the lowest transportation cost. This approach, however, being an iterative procedure, can only come closer to the optimum solution depending on how small the iteration steps are, but does not guarantee global optimality. The paper presented here offers a linear programming model that combines the levelling of terrains and the associated transportation in a single linear programming problem, thus guaranteeing global optimality.



Optimal allocation of students to different departments in an engineering college

September 1993

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15 Reads

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15 Citations

Computers & Industrial Engineering

In this paper a mathematical model is developed for allocating pre engineering students to available majors at an engineering college . The model considers departments' capacities and students' preferences . Moreover , it gives priority to students with higher Grade Points Averages (GPA) . The model is formulated as a goal programming problem . Its applicability is tested using real data . The model performed significantly better than the manual method presently at use .


NOISE POLLUTION IN THE UTILITIES INDUSTRIES IN SAUDI ARABIA

86 Reads

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7 Citations

Noise presents health and social problems in industrial operations, and is mainly related to machinery used in the industries. The present study was conducted in the different utilities industries in Jeddah Industrial Estate (JIE), in order to assess the magnitude of the problem of industrial noise exposure there in an endeavor to propose remedial controls to the problem. Noise was measured in a random sample of 28 factories, representing 6 activities, at different day times. Results indicated that the noise levels vary, mostly, according to the type of industry and the size of the enterprise and the type and the number of the machinery used. The highest noise exposures exist in the cables, the concrete and the construction supplies, and the glass industries where, mostly, all the recorded dB(A) measurements (Leq, Max SPL and Min SPL) are higher than 85 dB(A), while the lowest exposures exist in the food processing and the dairy products and beverages industries, where all the average Leq dB(A) measurements are lower than 85 dB(A). It has been concluded that such noise pollution can present health problems to the workers, a situation which calls for a rapid planning of strategies for noise control and hearing conservation programs including:  Measuring occupational noise exposure.  Creating noise map of the factories.  Controlling noise wherever is necessary.  Pre-employment hearing tests.  Periodical hearing test programs.

Citations (10)


... Easa (1987,1988) considered nonconstant unit cost for material movement, and for linear unit costs he proposed a quadratic programming model of the earthwork operation. Moreb and Bafail advanced these techniques and demonstrated they could be used to solve the landleveling problem (a specific example of earthwork optimization) (Moreb & Bafail, 1994). Moreb (1996) further modeled the vertical alignment and earthwork operation in a single linear program. ...

Reference:

A mixed-integer linear programming model to optimize the vertical alignment considering blocks and side-slopes in road construction
A Linear Programming Model Combining Land Levelling and Transportation Problems
  • Citing Article
  • December 1994

Journal of the Operational Research Society

... The most practical and primary tools to generate seasonal climate forecasts are coupled global ocean-atmosphere circulation models (CGCMs) (Lee and Cha 2020;Pattnayak et al. 2018;Uteuov et al. 2019;Zhang et al. 2017). The basis of CGCMs is numerical models which are employed to solve the equations that govern the atmosphere as accurately as possible within the constraints of insufficient computing power and inadequate knowledge about the behaviour of ocean-land-atmosphere system (Almazroui et al. 2017). One of the outstanding centers in climate modeling is the NCEP that has recently improved the physics and resolution of its climate forecast system and updated the system to version 2 (CFS.v2) ...

Saudi-KAU Coupled Global Climate Model: Description and Performance

Earth Systems and Environment

... In the past 10 years, investigations on ML and education data mining [EDM] have played a significant role in exploring educational problems [31,36], such as understanding student performance [37,38] and educational institution performance [39]. These techniques have also been used to predict student engagement and difficulty in online education [40,41] and in recommending suitable colleges and courses [9,42,[43][44][45]. ML is increasingly prevalent and vital in educational contexts, in terms of predicting and identifying quality educational-related problems for students and decision-makers, as well as in enhancing other managerial services pertaining to streamlining students' needs. ...

A Multistage Procedure for Optimal Distribution of Preparatory-Year Students to Faculties and Departments: A Mixed Integer Nonlinear Goal Programming Model with Enhanced Differential Evolution Algorithm

Journal of Computational and Theoretical Nanoscience

... Subsequently, they conducted a thorough analysis of the acquired data, leading to their findings. Notably, the study primarily concentrated on noise level measurement and did not address strategies for noise reduction or the potential health risks posed to workers due to the high noise levels [4]. ...

Noise Pollution in Metalwork and Woodwork Industries in the Kingdom of Saudi Arabia
  • Citing Article
  • December 2014

International journal of occupational safety and ergonomics: JOSE

... Now noise pollution develops major environmental problems globally. Exposure of noise pollution in industrial workers was more than 85 (dB) at their workplaces (Celik, 1998;Fernández et al., 2009;Ahmed, 2012;Khalid, 2011;Noweir, 2012). The most adverse effect of noise pollution is hearing loss, which was recognized as a main work-related health problem. ...

NOISE POLLUTION IN THE UTILITIES INDUSTRIES IN SAUDI ARABIA
  • Citing Article

... These SMEs had limited financial resources and governmental support to install air conditioning systems to mitigate the adverse effect of hot environmental conditions on the workers. Previous studies have suggested adjusting the high-temperature exposure time, reducing the physical workload, improving workers' tolerance by acclimatization, health and safety training, and providing air-cooled garments (17,18) including air temperature (Ta. The scarce financial resources and limited support from the local government make it difficult for these SMEs to adopt these modification strategies. ...

Study of heat exposure in the work environment in Jeddah
  • Citing Article
  • May 1996

... cost flow problems (Klein 1967). These studies used a gridbased methodology in which construction sites were divided into small rectangles (Moreb and Bafail 1994) or squares (Son et al. 2005;Lu 2017, 2019). They solved the flow problems using graphs, which are mathematical structures used to model the pairwise relations between two distinct locations. ...

A Linear Programming Model Combining Land Levelling and Transportation Problems
  • Citing Article
  • December 1994

Journal of the Operational Research Society

... Airports, in particular, have expansive surfaces of concrete and asphalt that may be especially prone to extreme heat. Previous studies in Saudi Arabia (14) and Thailand (15) showed that airport workers are exposed to high heat dissipated from operating vehicles, equipment in service, and the tarmac itself. Recent media reports in the United States (16,17) are showing similar concerns where airport workers have increasingly called for greater protections. ...

Study of summer heat exposure at the ground services operations of a main international airport in Saudi Arabia
  • Citing Article
  • October 2008

... Only average monthly T a and T w during Hajj were available for the years 1980-84. 17 T a refers to the ambient air temperature measures with a standard thermometer, unaffected by moister content. On the other hand, T w is the temperature registered by a thermometer that has its bulb covered with a wet wick and exposed to moving air. ...

Study of heat exposure during Hajj (pilgrimage)
  • Citing Article
  • March 2008