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Fault Diagnosis in Gas Lift System Using PDF Data 基于PDF数据的气举系统故障诊断
Pub Date : 2023-06-25 DOI: 10.38032/jea.2023.02.001
O. Adukwu
Fault detection and isolation in the gas lift system were implemented assuming the gas lift variables are stochastic. Injection valve coefficient (Civ), production choke coefficient (Cpc), annulus pressure (Pa), and wellhead pressure (Pwh) were observed to show variations with faults presence. By simulating these gas lift variables as stochastic, the probability density function (PDF) data were used to generate decision functions for both the detection and isolation of the gas lift valve faults. The scheme accurately detected and isolated faults in the injection valve coefficient (Civ) and production choke coefficient (Cpc). The result of this diagnosis will aid the proper implementation of fault tolerant control in the gas lift system which will lead to its optimal operation.
假设气举变量是随机的,对气举系统进行故障检测和隔离。观察到注入阀系数(Civ)、生产节流系数(Cpc)、环空压力(Pa)和井口压力(Pwh)随故障的存在而变化。通过将这些气举变量模拟为随机变量,利用概率密度函数(PDF)数据生成气举阀故障检测与隔离的决策函数。该方案准确地检测和隔离了注入阀系数(Civ)和生产节流系数(Cpc)的故障。该诊断结果将有助于在气举系统中正确实施容错控制,从而实现其最佳运行。
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引用次数: 0
Numerical Analysis on Cavitation-noise and Fluid-structure Interaction of AU-Outline GAWN Series and B-Series Marine Propellers AU-Outline GAWN系列和b系列船用螺旋桨空化-噪声及流固耦合数值分析
Pub Date : 2023-03-26 DOI: 10.38032/jea.2023.01.005
Md. Iftekharul Alam, Abidur Rahman Adib, Abdullah Al Rifat, Tafsirul Hassan, Md Mamunur Rahman
Cavitation and cavitation-induced noise are harmful to both marine propellers and marine wildlife. Thus, it is required to reduce cavitation in marine propellers by developing the best design marine propellers. Moreover, proper material should be selected during the construction of marine propellers to withstand high-pressure loads. This paper presents an evaluation of the hydrodynamic characteristics such as cavitation and cavitation-induced noise of AU-outline GAWN series and B-series marine propellers at 0˚, 5˚, 10˚, and 15˚ rake angles using Computational Fluid Dynamics (CFD) analysis. Moreover, the study aims to find out the optimized propeller material among Nickel-Aluminum-Bronze (NAB), S2 glass, Aluminum 6061, and carbon fiber reinforced plastic (CFRP) materials. It is concluded that the lowest cavitation noises are 153.3 dB and 153.1 dB at a 10° rake angle for AU-outline GAWN series and B-Series marine propellers respectively. S2 glass is observed to be the optimum material at low rake angles, while CFRP is the optimum material at high rake angles compared to all other potential materials for both AU-outline GAWN series and B-series propellers.
空化和空化引起的噪声对船舶螺旋桨和海洋生物都是有害的。因此,需要研制出最佳设计的船用螺旋桨,以减少船舶螺旋桨的空化现象。此外,在船用螺旋桨的建造过程中,要选择合适的材料来承受高压载荷。本文采用计算流体动力学(CFD)方法对AU-outline型GAWN系列和b系列船用螺旋桨在0˚、5˚、10˚和15˚角下的空化和空化噪声等水动力特性进行了分析。此外,本研究的目的是在镍铝青铜(NAB)、S2玻璃、铝6061和碳纤维增强塑料(CFRP)材料中找出最优的螺旋桨材料。结果表明,au -轮廓型GAWN系列和b系列船用螺旋桨在10°前倾角时的最低空化噪声分别为153.3 dB和153.1 dB。与AU-outline GAWN系列和b系列螺旋桨的所有其他潜在材料相比,S2玻璃在低前倾角下是最佳材料,而CFRP在高前倾角下是最佳材料。
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引用次数: 0
Development and Performance Evaluation of a Fixed Batch-type Pyrolysis Reactor for Bio-oil Production from Plastic Wastes 固定式间歇式塑料垃圾生物油裂解反应器的研制及性能评价
Pub Date : 2023-03-22 DOI: 10.38032/jea.2023.01.004
T. Mogaji, Anthony Omoaka, O. Z. Ayodeji
A fixed bed batch-type bioreactor for pyrolyzing used or discarded plastic wastes was developed and its performance was evaluated. This research explored the option of converting the high-density polyethylene (HDPE) category of plastic wastes into useful bio-oil in the developed pyrolysis fixed-bed batch reactor. The developed 5 kg batch-type pyrolysis system powered by liquified petroleum gas (LPG) was designed and simulated with SolidWorks computer software to confirm its functionality, fabricated with locally sourced materials, and evaluated with HDPE plastic wastes sorted from dumpsites within the Akure metropolis. The developed reactor evaluation result justified that the pyrolysis reactor has the potential to produce 1.4575 kg of bio-oil per kilogram of liquefied petroleum gas (LPG) consumed. The pyrolytic oil obtained at pyrolysis temperature between 280oC-520oC in this work was thereafter assayed for its composition and fuel properties analyses. The results of the characterization indicated that the pyrolysis of plastic HDPE wastes is a good source of alternative fuel as it shows proximity to the physiochemical characteristics of conventional diesel.
研制了一种固定式间歇式生物反应器,用于废旧塑料废弃物的热解,并对其性能进行了评价。本研究探索了在开发的热解固定床间歇式反应器中将高密度聚乙烯(HDPE)类塑料废弃物转化为有用的生物油的选择。开发的5公斤间歇式热解系统由液化石油气(LPG)驱动,使用SolidWorks计算机软件进行设计和模拟,以确认其功能,使用当地采购的材料制造,并使用从Akure大都市的垃圾场分类的HDPE塑料废物进行评估。开发的反应器评价结果证明,该热解反应器每消耗1公斤液化石油气(LPG)可生产1.4575 kg生物油。在280oC-520oC的热解温度下得到的裂解油进行了成分分析和燃料性能分析。表征结果表明,HDPE塑料废弃物热解具有接近常规柴油的理化特性,是一种很好的替代燃料来源。
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引用次数: 0
Determination of Parameters of Linear Quadratic Regulator using Global Best Inertia Weight Modified Particle Swarm Optimization Algorithm 基于全局最佳惯性权值修正粒子群算法的线性二次型调节器参数确定
Pub Date : 2023-03-20 DOI: 10.38032/jea.2023.01.003
Agbroko Oghenenyoreme Emakpo, Ogunti Erastus Olarewaju
The characteristics of a linear Quadratic Regulator (LQR) are hinged upon two parameters and they are, the state weighting matrix Q and the Control weighting matrix R. In this study Global Best Inertia Weight modified variant of the particle swarm optimization algorithm was used to determine these two important parameters of an LQR which was then used to control a bus suspension system. The evaluation of the open loop and closed loop showed that the closed loop system attained a steady state in a time of 350.36 seconds compared to the open loop system (47,734.3 seconds) when both systems were subjected to pot hole (step) signal.
线性二次型调节器(LQR)的特性取决于两个参数,即状态加权矩阵Q和控制加权矩阵r。本文采用粒子群优化算法的全局最佳惯性权值修正算法来确定线性二次型调节器的这两个重要参数,并将其用于客车悬架系统的控制。对开环和闭环的评估表明,当两种系统都受到壶孔(阶跃)信号时,闭环系统达到稳态的时间为350.36秒,而开环系统为47,734.3秒。
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引用次数: 0
Enhancing Geotechnical Properties of Lateritic Clay with Sawdust Ash-Lime Stabilizer 木屑灰石灰稳定剂增强红土粘土的岩土性能
Pub Date : 2023-03-18 DOI: 10.38032/jea.2023.01.002
Oluwafemi O. Omotayo, O. Ojuri, Oluwafemi O Olagunju
One important means of refining the geotechnical characteristics of soils is stabilization. This research sought to improve the geotechnical properties of lateritic clayey soil using sawdust ash-lime (SDAL) stabilizer. Soil-SDAL mixtures were made, after collecting lateritic clay samples and preparing mixtures of lime and sawdust ash in a ratio of 1:2. SDAL mixtures were added to the lateritic clay in increasing percentages from 0 to 10%. The materials’ index properties were determined, and compaction of the Soil-SDAL mixtures was done using four compactive efforts namely Reduced British Standard Light (RBSL), Standard Proctor (SP), West African Standard (WAS), and Modified Proctor (MP). Unconfined compressive strength (UCS) tests were performed on the Soil-SDAL mixtures as well. Results of the tests showed that the soil could be classified as an A-7-5(7) soil with a 13.7% plasticity index. The plasticity index increased with the addition of SDAL mixtures up to 6% after which there was a gradual decline. Meanwhile, maximum dry density (MDD) decreased while optimum moisture content (OMC) increased with SDAL addition. Unconfined compressive strength (UCS) of the soil increased from 38.58kN/m2 at 0% SDAL to a maximum of 129.63kN/m2 at 6% SDAL, after which there was a gradual decrease. Similar trends were noticed at all compactive efforts, indicating consistency in the performance of the stabilizer. Optimum results were achieved at 6% SDAL content, with Modified Proctor compactive effort giving the maximum value of 1,860kg/m3 MDD. The results prove that sawdust ash-lime mixture offers tremendous abilities in improving lateritic clay soil properties.
稳定是改善土壤岩土特性的一个重要手段。本研究旨在利用木屑灰泥(SDAL)稳定剂改善红土粘土的岩土力学性能。在收集红土粘土样品后,按1:2的比例配制石灰和锯末灰的混合物,制成土壤- sdal混合物。红土粘土中加入SDAL混合物的比例从0增加到10%。确定了材料的指标特性,并使用四种压实方法进行了土壤- sdal混合物的压实,即减少英国标准光(RBSL),标准普罗克特(SP),西非标准(was)和改良普罗克特(MP)。对土- sdal混合物进行了无侧限抗压强度(UCS)试验。试验结果表明,该土为a -7-5(7)型土,塑性指数为13.7%。随着SDAL掺入量的增加,塑性指数逐渐升高至6%,之后逐渐下降。同时,随着SDAL的添加,最大干密度(MDD)降低,最适含水量(OMC)增加。土的无侧限抗压强度(UCS)从0% SDAL时的38.58kN/m2增大到6% SDAL时的最大值129.63kN/m2,之后逐渐减小。在所有压实工作中都注意到类似的趋势,这表明稳定剂的性能是一致的。当SDAL含量为6%时,获得了最佳效果,改良的Proctor压实力的最大值为1860 kg/m3 MDD。结果表明,木屑灰石灰混合料对改善红土粘土的性质具有巨大的作用。
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引用次数: 0
Empirical Path Loss Modelling for Selected LTE Networks in FUTA Campus, Ondo State, Nigeria 尼日利亚Ondo州FUTA校区选定LTE网络的经验路径损耗模型
Pub Date : 2023-01-31 DOI: 10.38032/jea.2023.01.001
S. O. Oluwatoki, S. A. Busari, J. Popoola
Deployed Long Term Evolution (LTE) networks in Nigeria can barely meet the desired 100 Mbps downlink throughput leading to unsatisfactory quality of experience by mobile users. Typically, mobile network operators (MNOs) rely on network planning tools designed for generalized environments. These tools employ legacy propagation models that may not be suited to the operational environments under consideration. As such, the efficiency of such legacy path loss models suffers when they are used in environments different from those for which they have been designed, and this poses a major challenge to the MNOs. This is because the Nigerian geographical areas and topographical features vary widely from the areas where the legacy models were developed. Several studies in Nigeria and other African countries have shown that the legacy path loss models perform unsatisfactorily when compared with field measurement data. To address this challenge and enable accurate path loss prediction for an urban campus environment, extensive measurements at 2600 MHz were carried out in the main campus of the Federal University of Technology Akure (FUTA), Ondo State, Nigeria. The measurement results were compared with the path loss predictions from the commonly-used legacy propagation models (Free space and 3GPP TR 36.873). The results show that the legacy path loss models under-predict the path loss averagely by 20-40 dB, and up to 88 dB in some cases, for the considered environment. Root mean square error (RMSE) values in the range of 1.895 and 9.159 were also observed along the routes. The measurement results will enable the MNOs to adjust the path losses in order to deliver improved quality of service.
尼日利亚部署的长期演进(LTE)网络几乎不能满足期望的100mbps下行吞吐量,导致移动用户的体验质量令人不满意。通常,移动网络运营商(mno)依赖于为通用环境设计的网络规划工具。这些工具使用的遗留传播模型可能不适合所考虑的操作环境。因此,当这些遗留路径损失模型在不同于它们设计的环境中使用时,它们的效率会受到影响,这对移动网络运营商构成了重大挑战。这是因为尼日利亚的地理区域和地形特征与遗留模型开发的地区差别很大。在尼日利亚和其他非洲国家进行的几项研究表明,与实地测量数据相比,遗留路径损失模型的效果并不令人满意。为了应对这一挑战并实现对城市校园环境的准确路径损耗预测,在尼日利亚Ondo州的阿库雷联邦科技大学(FUTA)主校区进行了2600 MHz的广泛测量。将测量结果与常用的遗留传播模型(Free space和3GPP TR 36.873)的路径损耗预测结果进行了比较。结果表明,对于所考虑的环境,传统的路径损耗模型平均低估了路径损耗20-40 dB,在某些情况下高达88 dB。沿途的均方根误差(RMSE)为1.895 ~ 9.159。测量结果将使移动网络运营商能够调整路径损耗,以提供更好的服务质量。
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引用次数: 0
Temperature Effects on Optimal Performance of PV Module 温度对光伏组件最佳性能的影响
Pub Date : 2022-12-31 DOI: 10.38032/jea.2022.04.004
T. Ale, K.J. Rotipin, Tolulope David Makanju
The commonly used renewable energy source (RES) is solar energy. However, the production of this energy from PV modules has a lot of challenges and still needs technological improvement. This research investigates the effects of temperature on Photovoltaic (PV) module optimal performance. An experimental setup of a Monocrystalline (MC) module was used and data on the temperature and other parameters were measured using appropriate measuring tools. The relationship between module temperature and other parameters was evaluated using Pearson product correlation. The findings of this study showed that the temperature is significant for the Monocrystalline PV module to operate at its optimal. Also, the finding revealed that there is a weak correlation between the open circuit voltage (OCV) of the panel and the temperature, however, the PV module temperature has a strong and positive correlation with other parameters namely; solar irradiance, short circuit current (SCC), output power and conversion efficiency (CE) with a correlation coefficient (CC) of 0.94, 0.93, 0.92 and 0.93 respectively. The conversion efficiency of the PV module increases when its temperature is within the maximum operating temperature and tends to decrease when the temperature is beyond the design operating temperature of the module. This implies that temperature is also a key parameter to consider when designing a PV module system for optimal performance. This research recommends that temperature should be considered in the design of PV modules to power any equipment or machines for better performance.
常用的可再生能源(RES)是太阳能。然而,从光伏组件生产这种能源有很多挑战,仍然需要技术改进。本研究探讨温度对光伏组件最佳性能的影响。采用单晶(MC)模块的实验装置,采用合适的测量工具测量了温度和其他参数的数据。采用Pearson积相关法评价模块温度与其他参数之间的关系。本研究结果表明,温度对单晶光伏组件的最佳运行具有重要意义。此外,研究发现面板的开路电压(OCV)与温度之间存在弱相关性,而光伏组件温度与其他参数具有强的正相关性,即;太阳辐照度、短路电流(SCC)、输出功率和转换效率(CE)的相关系数(CC)分别为0.94、0.93、0.92和0.93。在最高工作温度范围内,光伏组件的转换效率呈上升趋势,超过组件设计工作温度后,转换效率呈下降趋势。这意味着在设计光伏组件系统以获得最佳性能时,温度也是一个需要考虑的关键参数。本研究建议在设计光伏组件时应考虑温度,以便为任何设备或机器供电,以获得更好的性能。
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引用次数: 0
Design of a Smart Biofloc Monitoring and Controlling System using IoT 基于物联网的智能生物絮团监测与控制系统设计
Pub Date : 2022-12-26 DOI: 10.38032/jea.2022.04.003
R. Tasnim, Abu Salman Shaikat, Abdullah Al Amin, Molla Rashied Hussein, Md.Mizanur Rahman
In this paper, an IoT based real-time monitoring and controlling system have been designed and developed for an eco-friendly aquaculture system namely a biofloc fish farm. Currently, technology has a vital role in improving aquaculture production which leads to attaining sustainable development. The microorganisms in the biofloc fish tank are utilized for detoxifying the toxic waste materials by recycling as well as transforming them into fish food e.g. protein cells. Hence, it not only manages good water quality in the biofloc system but also produces additional feed for the fish. Water quality monitoring of biofloc fish tanks is a significant aspect to guarantee a better environment for producing fish. This paper focuses on developing an IoT based device for biofloc fish tanks to monitor various water quality parameters as well as control water temperature and air pump. Using this device, users can monitor the water quality data received from sensors and control the actuators accordingly from any remote location through the graphical user interface (GUI).
本文针对生态养殖系统——生物絮团养鱼场,设计并开发了一套基于物联网的实时监控系统。目前,技术在改善水产养殖生产从而实现可持续发展方面发挥着至关重要的作用。生物絮团鱼缸内的微生物可循环利用,为有毒废物解毒,并将其转化为鱼类食物,例如蛋白质细胞。因此,它不仅在生物群落系统中管理良好的水质,而且还为鱼类生产额外的饲料。生物絮团鱼缸的水质监测是保证良好的养鱼环境的重要方面。本文主要研究开发一种基于物联网的生物絮团鱼缸设备,用于监测各种水质参数,控制水温和气泵。使用该设备,用户可以监控从传感器接收到的水质数据,并通过图形用户界面(GUI)从任何远程位置相应地控制执行器。
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引用次数: 2
Investigation on Circular Array of Turbulent Impinging Round Jets at Confined Case: A CFD Study 密闭条件下紊流撞击圆形射流圆阵的CFD研究
Pub Date : 2022-12-23 DOI: 10.38032/jea.2022.04.002
S. Debnath, Md Tanvir Khan, Z. U. Ahmed
Jet impingement has immense applications in industrial cooling, such as glass tempering, turbine blades, electrical equipment, etc. The interplay in-between several jet arrangements and the effect of swirl intensity require enormous study to achieve steady heat transfer. This paper numerically investigates an inline array of 25 circular confined swirling air jets impinging vertically on a flat surface. In this regard, three-dimensional simulations are executed using the finite volume method for a number of control parameters, such as Reynolds number (Re = 11600, 24600, and 35000), impinging distance (H/D = 0.25, 0.5, 1), swirl number (S = 0.3 and 0.75) and jet-to-jet separation distance (Z/D = 2.5), where, D is the nozzle diameter. Impinging pressure distribution, flow velocity, surface Nusselt number, and Reynolds stresses are investigated for different operating conditions. The results reveal that both the wall pressure and surface Nusselt number are comparatively uniform in the case of high swirl flow. Moreover, distinct heat transfer behavior is observed from the unconfined condition for high swirl flow in which the heat transfer is constant after a certain radial distance. The Reynolds normal stress adjacent to the nozzle exit is more rigorous than the downstream regions while Reynolds shear stress varies unpredictably along the radial direction. In addition, an estimated 102 % enhancement in average Nusselt number is observed for high swirl flow, at a Reynolds number increment from 11600 to 35000. This enhancement is evident by 23 % in terms of thermal performance factor.  Besides, the average Nusselt number and thermal performance factor augmented by 19 % and 8 %, respectively, for an increased swirl intensity at low a Reynolds number (Re =11600).
射流冲击在工业冷却中有着广泛的应用,如玻璃回火、涡轮叶片、电气设备等。为了实现稳定的传热,需要对几种射流排列之间的相互作用和旋流强度的影响进行大量的研究。本文用数值方法研究了25个圆形受限旋流射流垂直撞击平面的内联阵列。为此,采用有限体积法对雷诺数(Re = 11600、24600、35000)、撞击距离(H/D = 0.25、0.5、1)、旋流数(S = 0.3、0.75)、射流分离距离(Z/D = 2.5)等控制参数进行三维仿真,其中,D为喷嘴直径。研究了不同工况下的冲击压力分布、流速、表面努塞尔数和雷诺应力。结果表明,在高旋流条件下,壁面压力和表面努塞尔数是比较均匀的。此外,在高旋流的无约束条件下,在一定径向距离后换热不变,观察到明显的换热行为。喷管出口附近的雷诺兹法向应力比下游区域更严格,而雷诺兹剪应力沿径向变化不可预测。此外,在高旋流中,当雷诺数从11600增加到35000时,估计平均努塞尔数增加了102%。在热性能因素方面,这种增强明显提高了23%。此外,在低雷诺数(Re =11600)下,随着旋流强度的增加,平均努塞尔数和热性能因子分别增加了19%和8%。
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引用次数: 0
A GUI-Based Peg-Free Hand Geometry Recognition for Biometric Access Control using Artificial Neural Network 基于gui的人工神经网络生物特征门禁免托手几何识别
Pub Date : 2022-12-01 DOI: 10.38032/jea.2022.04.001
K. Adedeji, Oluwatimilehi A. Esan
Hand geometry has been a widely used biometric authentication because it is generally believed that the human hand has sufficient anatomical features which could be used for personal identification. Many hand geometry systems use pegs, which guide hand placement on the scanner. The system prompts the user to position the hand on the scanner several times and only captures when the current position is satisfied. In such a system, measurements are not very precise and this reduces accuracy during feature extraction. The system also has a higher false acceptance rate. This paper presents a peg-free hand geometry recognition system that does not depend on the orientation of the hand. Several features from test hand images are extracted and stored in the database, which are used to train an artificial neural network (ANN). To facilitate easy usage of the hand geometry verification system (peg-free), a GUI was developed using MATLAB software. The developed system was validated and the overall result shows that the system can be used for biometric verification using hand geometry where the orientation and placement of the hand are not a necessity. The results show that the developed system performed better with a relatively low false acceptance rate and false rejection rate of 0.01% and 0.02% respectively. The system also has a lower mean square error of 8.84×10-5.
手的几何形状是一种广泛使用的生物识别方法,因为人们普遍认为人的手具有足够的解剖特征,可以用于个人身份识别。许多手几何系统使用针,它引导手在扫描仪上的位置。系统提示用户将手放在扫描仪上几次,并仅在当前位置满意时进行捕获。在这样的系统中,测量不是很精确,这降低了特征提取的准确性。该系统也有较高的误接受率。提出了一种不依赖手部方向的无支架手部几何识别系统。从测试手图像中提取多个特征并存储在数据库中,用于训练人工神经网络(ANN)。为了方便使用无挂钩手形验证系统,利用MATLAB软件开发了图形用户界面。对所开发的系统进行了验证,总体结果表明,该系统可以使用手的几何形状进行生物特征验证,而手的方向和位置是不必要的。结果表明,所开发的系统具有较低的误接受率和误拒率,分别为0.01%和0.02%。该系统的均方误差也较低,为8.84×10-5。
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引用次数: 0
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