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Dynamic Scheduling of Assembly Line Using Neural Networks for SARIA Industrial Complex - Sudan 基于神经网络的SARIA苏丹工业综合体装配线动态调度
Pub Date : 2022-03-30 DOI: 10.54388/jkues.v2i1.4
Khalid M. M. A. Bukkur, K. Ahmed, M. Shukri
In this paper, the neural network was developed to improve the dynamic scheduling of SARIA industry complex. This work implemented into two modules: modeling system by time calculation, the main purpose of this modeling is to calculate the total manufacturing times of the products. The second module is the neural network model architecture, constructed to hold a real-time optimization schedule to solve dynamic scheduling problems. The analytical model was built, including collection and manipulation of data, time calculations, and the neural networks model was formulated. Several training tests were carried out, then the dynamic scheduling was formulated. To assess the validity of the system and to investigate the efficiency and robustness of the system, the results were compared with those obtained from SARIA. The results reveal that the total time of products demand is easily calculated, and the system is agile to schedule any change that occurs in the demand, also the proposed system reduces 4 shift days for one demand. So the developed neural network leads to minimizing the total costs.
本文提出了一种基于神经网络的工业综合体动态调度方法。本工作实现为两个模块:建模系统通过时间计算,本次建模的主要目的是计算产品的总制造次数。第二个模块是神经网络模型体系结构,构建一个实时优化调度来解决动态调度问题。建立了分析模型,包括数据的收集和处理、时间的计算,并建立了神经网络模型。进行了多次训练试验,制定了动态调度方案。为了评估系统的有效性并研究系统的效率和鲁棒性,将结果与SARIA的结果进行了比较。结果表明,该系统易于计算产品需求的总时间,并且能够灵活地调度需求发生的任何变化,并且该系统为一个需求减少了4个轮班天。因此,所开发的神经网络的目标是使总成本最小化。
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引用次数: 2
Experimental Study of Boundary Layer flow over a Zero Pressure Gradient Convergent Riblet Plate 零压力梯度辐合纹板边界层流动的实验研究
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.92
Elmukashfi Osman, L. Zuhal, B. Nugroho
Reducing the friction force in turbulence flows is an important research topic in fluid mechanics. Shark skin has less drag than smooth skins, therefore shark skin surfaces have been widely used. However, some turbulence mechanisms are not completely understood and the drag reduction mechanism of real shark skin has not been thoroughly understood. Many researchers have experimentally studied bio-inspired riblet surfaces to explain some specified phenomena for the sharkskin drag reduction effect. The objectives of this study were to investigate the effect of the converging-diverging riblet-type surface roughness on a zero pressure gradient turbulent boundary layers, to investigate the effect of the surface roughness on the large-scale features and to confirm that converging-diverging riblet generate large-scale counter-rotating vortices. The wind tunnel experiments involved laminar and turbulent flow at various Re were performed. Hot-wire anemometry was used to investigate near-wall flow structure over smooth and riblet surfaces. The results showed that the convergent riblet plate significantly impacted the boundary layer properties. Furthermore, the turbulent skin friction drag over the convergent riblet was higher than on a smooth surface. The results agree well with previous studies.
减小湍流中摩擦力是流体力学的一个重要研究课题。鲨鱼皮比光滑的皮肤阻力小,因此鲨鱼皮表面被广泛使用。然而,一些湍流机制尚未完全了解,真实鲨鱼皮的减阻机制尚未完全了解。许多研究人员通过实验研究仿生纹表面来解释鲨鱼皮减阻效应的一些特定现象。本研究的目的是研究会聚-散纹型表面粗糙度对零压力梯度湍流边界层的影响,研究表面粗糙度对大尺度特征的影响,并证实会聚-散纹产生大尺度反旋转涡。进行了不同Re下的层流和紊流风洞实验。采用热线风速法研究了光滑表面和波纹表面上的近壁流动结构。结果表明,会聚肋板对边界层性能有显著影响。此外,紊流表面摩擦阻力在会聚条纹上比在光滑表面上要大。研究结果与之前的研究结果一致。
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引用次数: 0
Design and Fabrication of a Testing Rig for UAV Using Pendulum Theory 基于摆摆理论的无人机试验台设计与制造
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.33
Y. Nogoud, T. O. Aburass, A. Ibrahim, Denan Murtada Abdelrasheed, Reem Mustafa Ali
The determination of an accurate value of a moment of inertia plays a vital role in designing decent mechanical parts as general such as a flight control system for aircraft. This why an accurate value for moment of inertia is needed. A test rig was designed and made form cardboard and then developed for wood. Experiments were carried out, to get to the final shape and product for the test rig, and it was manufactured with dimensions of 2.7x2.5 meters and with a holder dimension of 60x60 cm that bears up to 10 kg. Moreover, an electronic circuit has been used to measure the period of oscillations. The moment of inertia of a rectangular block of wood and a UAV is found. The moment of inertia was measured analytically and experimentally for the block of wood, and by comparing the values it founds that the error ratio from 1%to5% in X axis and -6% to 7% in Y axis. For the UAV the moment of inertia’s error ratio in X axis from 2% to 5% and in Y axis from 11% to 14%. It is noticed that the greater the additional weight, the greater the accuracy of the device.
转动惯量的准确取值对于设计诸如飞机飞行控制系统之类的一般机械部件具有至关重要的作用。这就是为什么需要一个精确的转动惯量值。用纸板设计和制作了一个试验台,然后开发了用于木材的试验台。实验进行了,以得到最终的形状和产品的试验台,它的制造尺寸为2.7x2.5米,支架尺寸为60x60厘米,可承受高达10公斤。此外,一个电子电路已被用来测量振荡周期。求出矩形木块与无人机的转动惯量。对木块的转动惯量进行了分析和实验测量,通过数值对比发现,在X轴上误差在1% ~ 5%之间,在Y轴上误差在-6% ~ 7%之间。对于无人机,惯性矩在X轴上的误差率为2% ~ 5%,在Y轴上的误差率为11% ~ 14%。值得注意的是,附加重量越大,设备的精度越高。
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引用次数: 0
An efficient signcryption scheme for vehicular satellite-based networks 一种车载卫星网络的有效签名加密方案
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.110
Rashad Elhabob, Abdalla Adel, Nabeil Eltayieb, A. Hassan, Mohamed A.H Damos
With the widespread of the vehicular ad-hoc network (VANET), a huge number of vehicles are connecting to networks. To provide the position of these vehicles, the global position system (GPS) is required. Usually, the GPS is commoned with internal sensors mounted inside the vehicle. Thus, the communication with this sensor is needed when we need to specify the position of vehicle through the satellite. This communication is done by using a secure channels. However, the authentication and privacy are deemed as the main goal of the network communication. Therefore, an efficient signcryption scheme for vehicular satellite-based network (SVSN) is proposed in this paper. The proposed scheme meets the security demands for VANETs, for instance authentication, unforgeability, confidentiality, and integrity. Based on the Discrete Logarithm (DL) problem, the presented scheme is secure. Compared with the existing signcryption schemes, the performance analysis show that our proposed scheme is more suitable for vehicular satellite networks.
随着车载自组织网络(VANET)的广泛应用,大量车辆接入网络。为了提供这些车辆的位置,需要全球定位系统(GPS)。通常,GPS与安装在车辆内部的内部传感器一起使用。因此,当我们需要通过卫星来确定车辆的位置时,就需要与该传感器进行通信。这种通信是通过使用安全通道完成的。然而,认证和隐私被认为是网络通信的主要目标。为此,本文提出了一种有效的车载卫星网络(SVSN)签名加密方案。该方案满足了vanet在认证、不可伪造、机密性和完整性等方面的安全需求。该方案基于离散对数(DL)问题,具有安全性。性能分析表明,该方案更适合车载卫星网络。
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引用次数: 3
Study of Detonation Wave Profile of Shaped Charge for Different Liner Configurations 不同衬里构型聚能药爆震波分布研究
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.81
Mohamed Fadllala Karar, Mohammed A. Abdalla, Mohamed Hassan Mohammed Abuuznien
Shaped charges are explosive devices with a high penetration capability; they are used for both civilian and military purposes. Shaped charges are used against different kinds of armors, primarily as anti-tank devices. This work involved modeling and simulation to study the performance parameters of an anti-tank warhead of type PG-7 (40 mm) shaped charge with different liner configurations. The mentioned performance includes jet formation, jet velocity, breakup, and penetration (its main parameters diameter and depth of penetration). ANSYS AUTODYN software is used for numerical simulations. Different solver and modeling alternatives of AUTODYN are evaluated for the jet formation and penetration studies. In AUTODYN two solvers were used, Euler solver and Lagrange solver. There are four cases that will discuss in this work, case-1 represents the original PG-7 with a cone angle of liner and the explosive charge is comp-A3, case-2 is the same as case-1 but the liner cone angle is, in case-3 modify the shape of the liner from cone to bi-cone with angle 22.5o and 60o, and case-4 is the same as case-3 but the angle of bi-cone is 14.5o and 60o. The results show that angle 60o is better than angle 45o, and the shape of the liner with bi-cone gives results of penetration better than that of the conical liner.
聚能药是一种具有高侵彻能力的爆炸装置;它们可用于民用和军事目的。聚能装药用于对付不同种类的装甲,主要作为反坦克装置。对PG-7型(40mm)聚能装药不同衬里构型反坦克战斗部的性能参数进行了建模和仿真研究。上述性能包括射流形成、射流速度、破裂和侵彻(主要参数为侵彻直径和侵彻深度)。采用ANSYS AUTODYN软件进行数值模拟。对AUTODYN的不同求解器和建模方案进行了评估,用于射流形成和侵透研究。在AUTODYN中使用了欧拉求解器和拉格朗日求解器。本工作将讨论四种情况,case-1为原PG-7,内衬锥角,装药为compo - a3; case-2与case-1相同,内衬锥角为;case-3将内衬形状由锥改为双锥,夹角为22.5°和600°;case-4与case-3相同,双锥角为14.50°和600°。结果表明,60度角比45度角的穿透效果好,双锥衬板的穿透效果优于锥形衬板。
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引用次数: 0
Study the causes of pitting corrosion in carbon steel water pipeline at the site of advanced chemical industries complex 对某先进化工综合体现场碳钢给水管道点蚀的原因进行了研究
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.73
Khalid M. Omer, H. Elbasher, Ahmed Eltyb Mustafa
There are many factors that affect the pitting corrosion of carbon steel (Q235A) some of them are related to the pipeline material such as material chemical composition specifications and other related to water specifications such as water temperature, pH of the water, and chemical and physical specification of water. In this study, the investigation was done for both water quality and materials of pipelines (Q235A), four samples from on a piece of same rolled sheet welded pipe(carbon steel (Q235A) were prepared and tested for chemicals composition, microstructure, roughness, and thickness, the test results shown that no difference observed for all results only on one sample have difference roughness value near to the welded joint, these test applied for 4 pieces took from one pipe to check the effect of rolling of these pipes that can cause dissimilarity .which enhance corrosion rates. Then the water quality was investigated for temperature 45C, pH equal to 9, chloride, TDS, and water pressure, the test result showed that the temperature of the water was 45 C pH 9 and contain chloride with a concentration quite enough to initiate pitting. From the collected data this study specified the causes of pitting corrosion in the studied area of water pipelines and summarized in the flowing, this pipelines exposed to high pressure than the required, and temperature of water reach over 45C in summer, and chloride iron have the main contribution on pitting corrosion of these pipes.
影响碳钢(Q235A)点蚀的因素很多,其中一些与管道材料有关,如材料化学成分规范等,另一些与水的规格有关,如水温、水的pH值、水的化学物理规格等。在本研究中,对管道(Q235A)的水质和材料进行了调查,从同一条轧制钢板焊接管(碳钢(Q235A))上制备了4个样品,并对其化学成分、微观结构、粗糙度和厚度进行了测试,测试结果表明,所有结果均无差异,只有一个样品在焊接接头附近的粗糙度值存在差异。这些测试应用于从一根管子上取下的4件,以检查这些管子的轧制效果,这些管子会导致不同,从而提高腐蚀速率。然后对水温45℃、pH = 9、氯化物、TDS、水压等条件下的水质进行了考察,结果表明,水温45℃、pH = 9时,水中的氯化物浓度足以引发麻点。从收集到的数据中,本研究明确了研究区域输水管道点蚀的原因,并在流动中总结,该管道暴露于高于要求的高压下,夏季水温达到45℃以上,氯铁是造成这些管道点蚀的主要原因。
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引用次数: 1
Investigating the Suitability of Different Routing Strategies In Specific VANET Application Class 特定VANET应用类别中不同路由策略的适用性研究
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.49
Abdel-Aziz M. Mohamed, Tagreed Yahya, Chen Peng
Vehicular Adhoc Network (VANET), is an emerging technology that holds the opportunity to create potential applications that directly impact peoples' lives, traffic management, and infotainment services. Understanding VANET applications and the available routing protocols can help to infer the most suitable protocols that satisfy VANET application requirements. This paper develops a systematic classification methodology to classify VANET applications from a routing perspective, each application class has different network requirements which are laid down by VANET Projects conducted in different countries. Some of these requirements are related to the routing aspects and need to be satisfied by the selected routing strategies (proactive and reactive). The paper identifies routing strategies performance metrics related to each application class requirement, to efficiently guide the development of these routing strategies towards guaranteeing satisfactory performance for the applications under a wide variety of realistic VANET scenarios. It is also worth mentioning that minimum delay is a requirement needed by time and event-driven application classes. However, high reliability is a requirement needed by on-demand applications. The paper aims to provide a comparative study on the performance of routing strategies in different VANET application classes, to identify which routing strategies have better performance in specific VANET applications class. End-to-end delay is employed as a performance metric to evaluate the short delay requirement, while, the Routing Overhead (RO) is used to assess the reliability requirement. Simulation results showed that proactive routing protocol has a lower delay, which means that it is suitable for delay-sensitive applications such as time-driven and event-driven applications. The result also showed that the reactive routing protocol outperforms the proactive routing protocol in terms of RO, which means that reactive routing protocols can be nominated as proper routing strategies to satisfy the reliability requirement of the On-demand driven applications.
车载自组织网络(VANET)是一项新兴技术,它有机会创造潜在的应用,直接影响人们的生活、交通管理和信息娱乐服务。了解VANET应用程序和可用的路由协议可以帮助推断出满足VANET应用程序需求的最合适的协议。本文开发了一种系统的分类方法,从路由的角度对VANET应用进行分类,每个应用类别都有不同的网络需求,这些需求是由在不同国家进行的VANET项目制定的。其中一些需求与路由方面相关,需要通过选择的路由策略(主动和被动)来满足。本文确定了与每个应用程序类需求相关的路由策略性能指标,以有效地指导这些路由策略的开发,以保证在各种实际VANET场景下应用程序的满意性能。还值得一提的是,时间和事件驱动的应用程序类需要最小延迟。然而,高可靠性是按需应用程序所必需的。本文旨在对不同VANET应用类别下路由策略的性能进行比较研究,以确定在特定VANET应用类别下哪种路由策略具有更好的性能。采用端到端时延作为性能指标来评估短时延需求,采用路由开销(Routing Overhead, RO)来评估可靠性需求。仿真结果表明,主动路由协议具有较低的延迟,适合于时间驱动和事件驱动等对延迟敏感的应用。结果还表明,响应路由协议在RO方面优于主动路由协议,这意味着响应路由协议可以作为合适的路由策略来满足按需驱动应用的可靠性需求。
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引用次数: 1
Performance Analysis of Eroded Compressor Stage 侵蚀压缩机级的性能分析
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.94
Mohammed Balla Abdelwahid, Eimad Eldin Elhadi Musa, H. M. Taha, Sohaib Osman Hamed, Esra Abdulrahman Mohamed Alhassan
Erosion of compressor blades due to operation in dusty environments is a serious problem for the manufacturers and users of gas turbine engines, because of significant degradations in performance. This study has been devoted to estimating the change of performance parameters of an axial compressor stage due to erosive deterioration. The influence of erosion considered as consequences of a reduction of rotor blade airfoils, and an increase of tip clearance. The results of this study obtained using the CFD code “NUMECA Fine/Turbo”. This CFD code is a steady, quasi-three-dimensional Reynolds Averaged Navier-Stokes (RANS) solver. A Spalart-Allmaras turbulence model is used. The compressor stage parameters presented for three rotational speeds. Proposed a new approach to consider the changes of geometric parameters of blades due to erosion. Presented an analysis of the effect of erosion and its individual consequences on the pressure ratio, isentropic efficiency and stability margin of the stage. The obtained results verified using an existing experimental data.
由于在多尘环境中运行,压气机叶片的侵蚀对燃气涡轮发动机的制造商和用户来说是一个严重的问题,因为性能会显著下降。研究了轴流压气机级在腐蚀劣化过程中性能参数的变化。侵蚀的影响被认为是减少转子叶片翼型和增加叶尖间隙的后果。本研究的结果是使用CFD代码“NUMECA Fine/Turbo”获得的。这个CFD代码是一个稳定的准三维Reynolds平均Navier-Stokes (RANS)求解器。采用了Spalart-Allmaras湍流模型。给出了三种转速下的压缩机级参数。提出了一种考虑冲蚀对叶片几何参数变化的新方法。分析了侵蚀及其个别后果对阶段压力比、等熵效率和稳定裕度的影响。用已有的实验数据对所得结果进行了验证。
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引用次数: 0
Numerical Simulation and Experimental Study of Internal Ballistics Parameters for Howitzer Field Guns 榴弹炮野战炮内弹道参数的数值模拟与实验研究
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.101
Ahmed Mahjub, M. Abuuznien, H. Elmokhtar, Mohammed A. Abdalla
Howitzer Gun is a type of large-caliber artillery gun that typically utilizes a mixture of propellant grain shapes to control the burning inside the gun, and to impart the prescribed velocity to the projectile with the smallest mass of charge without exceeding the maximum allowable pressure. In this paper, a mathematical model has been developed to predict the main internal ballistic parameters i.e., Maximum Pressure (Max. P) and Muzzle Velocity (MV) for artillery howitzer guns. The propellant charge utilized is a single-base propellant using a mixture of dual-shape grain namely, tubular and multi-tubular seven-hole shapes. The mathematical model was solved numerically using the Runge-Kutta method in MATLAB environment for a 130 mm howitzer field gun which was chosen as a test case. The simulation results were obtained in terms of several plots showing the effect of grain shape and grain mixture ratio on the Max. P and MV along the gun barrel. Furthermore, the optimum mixture ratio gives a slightly reduced MV with a significant reduction in Max. P has been determined graphically and compared with experimental data taken from the test firing of the gun. The simulation results showed good agreement with the experimental ones (less than 10% numerical error). The proposed model can be used in the analysis and optimization of other similar gun systems taking into account the right input data for both guns, and propellants.
榴弹炮是一种大口径火炮,通常利用推进剂颗粒形状的混合物来控制枪内的燃烧,并以最小的装药质量在不超过最大允许压力的情况下给予弹丸规定的速度。在本文中,建立了一个数学模型来预测主要内弹道参数,即最大压力(Max)。P)和初速(MV)用于火炮榴弹炮。所使用的推进剂装药是单基推进剂,采用双形状颗粒的混合物,即管状和多管状七孔形状。以某130毫米榴弹炮野战炮为试验用例,在MATLAB环境下采用龙格-库塔法对数学模型进行了数值求解。模拟结果显示了颗粒形状和颗粒混合比对Max的影响。P和MV沿枪管方向。此外,最佳混合比使MV略有降低,而Max显著降低。P已用图形确定,并与火炮试验射击的实验数据进行了比较。仿真结果与实验结果吻合较好(数值误差小于10%)。该模型可用于其他类似火炮系统的分析和优化,同时考虑火炮和推进剂的正确输入数据。
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引用次数: 0
Design and Simulation of Pitch Optimizer and Stall Protection for a Typical UAV 典型无人机俯仰优化与失速保护设计与仿真
Pub Date : 2021-12-21 DOI: 10.54388/jkues.v1i2.40
E. T. Yousif, O. Elnour, Muaaz Abdulrahem Ibrahem
Flight dynamics of an Unmanned Aerial Vehicle (UAV) is the science of its orientation and control in three dimensions. Primary orientations include Pitch, Roll, and Yaw. The rear part of the tailplane is known as elevator control of UAV pitch. An airplane stall is an aerodynamic condition in which the airplane exceeds its given critical angle of attack and is no longer able to produce the required lift of normal flight. The main goal of this paper is to design a controller that optimizes the response speed of pitch control and design stall protection for a typical UAV. This protection system operates according to certain conditions, which are known stall conditions. When UAV reaches these conditions, the system generates a warning that UAV is at stall point and the pilot must adjust the situation to stabilize UAV. A PID controller has been implemented on MATLAB, also mathematically calculations were done to obtain suitable PID gains for a faster and accurate response of UAV elevator, after that, these mathematically PID gains have been applied to MATLAB/Simulink. Results showed the control parameters improved, such that settling time is 4.6220 seconds, the rise time is 0.2788 seconds, the percentage overshoot is 36.8192%, and steady-state error less than 2%. 
无人机的飞行动力学是研究无人机在三维空间中的定位和控制的科学。主要方向包括俯仰、横摇和偏航。尾翼的后部被称为UAV俯仰的升降舵控制。飞机失速是一种空气动力学状况,在这种情况下,飞机超过了给定的临界迎角,不再能够产生正常飞行所需的升力。本文的主要目标是设计一种优化俯仰控制响应速度和设计失速保护的典型无人机控制器。这种保护系统在特定条件下运行,即已知的失速条件。当无人机达到这些条件时,系统产生警告,提示无人机处于失速点,驾驶员必须调整情况以稳定无人机。在MATLAB上实现了PID控制器,并进行了数学计算,得到了适合的PID增益,使无人机升降机的响应更快、更准确,然后将这些数学上的PID增益应用于MATLAB/Simulink中。结果表明,控制参数得到改善,稳定时间为4.6220 s,上升时间为0.2788 s,超调率为36.8192%,稳态误差小于2%。
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引用次数: 1
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Journal of Karary University for Engineering and Science
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