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Optimization of Biodynamic Seated Human Models Using Genetic Algorithms 被引量:4
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作者 Wael Abbas ossama b. abouelatta +2 位作者 Magdi El-Azab Mamdouh Elsaidy Adel A. Megahed 《Engineering(科研)》 2010年第9期710-719,共10页
Many biodynamic models have been derived using trial and error curve-fitting technique, such that the error between the computed and measured biodynamic response functions is minimum. This study developed a biomechani... Many biodynamic models have been derived using trial and error curve-fitting technique, such that the error between the computed and measured biodynamic response functions is minimum. This study developed a biomechanical model of the human body in a sitting posture without backrest for evaluating the vibration transmissibility and dynamic response to vertical vibration direction. In describing the human body motion, a three biomechanical models are discussed (two models are 4-DOF and one model 7-DOF). Optimization software based on stochastic techniques search methods, Genetic Algorithms (GAs), is employed to determine the human model parameters imposing some limit constraints on the model parameters. In addition, an objective function is formulated comprising the sum of errors between the computed and actual values (experimental data). The studied functions are the driving-point mechanical impedance, apparent mass and seat- to-head transmissibility functions. The optimization process increased the average goodness of fit and the results of studied functions became much closer to the target values (Experimental data). From the optimized model, the resonant frequencies of the driver parts computed on the basis of biodynamic response functions are found to be within close bounds to that expected for the human body. 展开更多
关键词 Biodynamic RESPONSE Seated HUMAN MODELS Simulation GENETIC ALGORITHMS
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Optimal Seat Suspension Design Using Genetic Algorithms 被引量:3
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作者 Wael Abbas ossama b. abouelatta +2 位作者 Magdy El-Azab Mamdouh El-Saidy Adel A. Megahed 《Journal of Mechanics Engineering and Automation》 2011年第1期44-52,共9页
关键词 非线性优化问题 座椅悬架 设计方法 遗传算法 悬浮式 悬架系统 车辆座椅 人体模型
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Analysis of Wind Speed Data and Wind Energy Potential for Seven Selected Locations in KSA
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作者 Saeed A. AlGhamdi Ahmed M. Abdel-Latif +1 位作者 ossama S. Abd El-Kawi ossama b. abouelatta 《Journal of Power and Energy Engineering》 2022年第4期1-26,共26页
Al-Baha region, located in Saudi Arabia, is one of the main tourism and leisure areas. The authority at Al-Baha Governorate plans to use clean and renewable energy in its tourism facilities. The importance of this stu... Al-Baha region, located in Saudi Arabia, is one of the main tourism and leisure areas. The authority at Al-Baha Governorate plans to use clean and renewable energy in its tourism facilities. The importance of this study is to assess the possibility of building a wind farm in Al-Baha and to select the best site for this purpose. This paper presents an analysis of long-term wind data for the annual and monthly variability in Al-Baha region of southwestern Saudi Arabia. Al-Baha region has an area of 9921 square kilometers and is divided into seven regions (groups) based on their similar measurements and wind speed values. The analysis used 40 years of annual and monthly wind speed data between 1981 and 2020. The analysis showed that Group III has the highest mean wind speed values in the northeastern part of the Al-Baha region, ranging from 5.4 m/s to 5.9 m/s at 50 m above the surface. Group VI (5.1 - 5.6 m/s) east of the Al-Baha area recorded the second-highest mean wind speed, while group V southwest of the Al-Baha area recorded lower values. The maximum wind speeds observed in Group III in January, February, March, and July were 6 m/s or higher. A frequency analysis ensures that 79% of the year’s wind speeds exceed 4 m/s at 50 m above the surface of the Group III site. Wind power was considered for 17 wind turbines of different sizes. The Soyut Wind 500 machine was found to produce maximum energy of 1420 MWh/year. The highest performance values for the Soyut Wind 500 machine occurred in winter and summer, while the calculated capacity factor values at a hub height of 50 m were 41% and 32%, respectively. The assessment concluded that generating electricity from wind at G III in the northeast of the Al-Baha region is a good decision. 展开更多
关键词 Wind Speed Wind Energy Wind Power Power Factor
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