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Intelligent Production Prediction of Deep Offshore Hydrocarbon Reservoir: A Case Study of Niger-Delta Region of Nigeria 海上深水油气藏智能产量预测——以尼日利亚尼日尔三角洲地区为例
Pub Date : 2023-09-06 DOI: 10.4028/p-bR3nCO
T. Akano, Kenneth Chukwudi Ochulor
Current methods for predicting output, such as material balancing and numerical simulation, need years of production history, and the model parameters employed determine how accurate they are. The use of artificial neural network (ANN) technology in the production forecasting of a deep offshore field under water injection/water flooding in Nigeria’s Niger-Delta region is investigated in this study. Oil, water, and gas production rates were predicted using well models and engineering features. Real-world field data from producer and water injection wells in deep offshore is used to test the models’ performance. Ninety percent (90%) of the historical data were utilised for training and validating the model framework before being put to the test with the remaining information. The predictive model takes little data and computation and is capable of estimating fluid production rate with a coefficient of prediction of more than 90%, with simulated results that match real-world data. The discoveries of this work could assist oil and gas businesses in forecasting production rates, determining a well’s estimated ultimate recovery (EUR), and making informed financial and operational decisions.
目前预测产量的方法,如物料平衡和数值模拟,需要多年的生产历史,所采用的模型参数决定了它们的准确性。本文研究了人工神经网络(ANN)技术在尼日利亚尼日尔三角洲地区深水海上油田注水/水驱生产预测中的应用。利用井模型和工程特征预测油、水和气的产量。来自深海采油井和注水井的实际现场数据用于测试模型的性能。在使用剩余信息进行测试之前,90%(90%)的历史数据被用于训练和验证模型框架。该预测模型只需要很少的数据和计算,能够以90%以上的预测系数估算出流体产量,模拟结果与实际数据吻合。这项工作的发现可以帮助油气企业预测产量,确定一口井的估计最终采收率(EUR),并做出明智的财务和运营决策。
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引用次数: 0
Automated Liquid Filling System for Small Medium-Sized Enterprises in Ghana 加纳中小型企业自动化液体灌装系统
Pub Date : 2023-09-06 DOI: 10.4028/p-2dKUhr
Nana Twum Duah, Joseph Sarfo Adusei, Bright Kyeremanteng, Amamoo Eshun Kelvin, Joseph Owusu, Kwabena Amoako Kyeremeh
Ghana has seen a significant rise in the production of beverages by Small and Medium-sized Enterprises (SMEs) in recent times. However, the high cost associated with implementing automated systems in their production makes it difficult for SMEs to adopt such technology. To address this challenge a simple, scalable and economical automated liquid filling system that can be adopted by SMEs is built. The main components of the system are a microcontroller, servo motor, submersible water pump, relay, Liquid crystal display (LCD), and a keypad. The microprocessor in the design makes the system easier to customize to user preference and allows the system to be modified to accommodate different bottle sizes. The system’s use of a counter and timer are employed in the system to eliminate sensors making it economical, power efficient and limiting the number of interfaces for fault. The system is portable, user-friendly and easier to maintain. When tested with water and common beverages in the Ghanaian market the system demonstrated an ability to fill twelve 250-mL bottles with water, sobolo, and fruit juice within 21, 30, and 42 seconds, respectively. Thedeveloped system provides a practical solution to SMEs' challenge of implementing automated systems in their production process, thereby enhancing their competitiveness and potential for growth in Ghana.
近年来,加纳的中小型企业(SMEs)饮料生产显著增加。然而,在生产中实施自动化系统的高成本使得中小企业很难采用这种技术。为了解决这一挑战,建立了一个简单,可扩展和经济的自动化液体灌装系统,可以被中小企业采用。该系统的主要组成部分是单片机、伺服电机、潜水水泵、继电器、液晶显示器(LCD)和键盘。设计中的微处理器使系统更容易定制用户偏好,并允许系统进行修改,以适应不同的瓶子大小。该系统使用计数器和定时器来消除传感器,使其经济,节能,并限制了故障接口的数量。该系统便于携带、用户友好且易于维护。当对加纳市场上的水和普通饮料进行测试时,该系统显示出能够分别在21秒、30秒和42秒内将12个250毫升的瓶子装满水、sobolo和果汁。开发的系统为中小企业在生产过程中实施自动化系统的挑战提供了一个实用的解决方案,从而提高了他们在加纳的竞争力和增长潜力。
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引用次数: 0
Review of Research on Conductive Cement-Based Material 导电水泥基材料的研究进展
Pub Date : 2023-09-06 DOI: 10.4028/p-vsgE2c
Te Li, Laire Tier
The conductivity of cement-based materials is usually poor, and this material is not a common conductive material. However, with the rapid development of Internet of Things technology in recent years, the rise of smart cities has brought more and more opportunities and needs, and conductive cement-based materials have emerged. Conductive cement-based material is a new type of composite material. The conductive material is added to the cement-based material to reduce its resistance and enhance the conductive properties of the material. The material can not only be applied to the construction of smart cities, such as smart street lamps and smart roads but also can be widely used in buildings, public transportation, and other fields. In the study of conductive cement-based materials, the size and shape of conductive materials have a direct impact on the electrical conductivity of cement-based materials. This is because the dispersion of the conductive material has a significant effect on the conductivity, and the size and shape of the conductive material can determine its dispersion. Secondly, in the application environment of cement-based materials, factors such as humidity and cracks may affect electrical conductivity. Therefore, to ensure the stability and reliability of conductive cement-based materials, a large number of experimental studies are needed to optimize the dispersion and shape of conductive materials and to understand the performance of materials in different environments. The research of conductive cement-based materials is of great significance to the construction of smart cities in the future. This conductive material has great application prospects, which can not only improve the intelligent level of urban infrastructure but also bring more social and economic benefits.
水泥基材料的导电性通常较差,这种材料并不是常见的导电材料。然而,随着近年来物联网技术的快速发展,智慧城市的兴起带来了越来越多的机会和需求,导电水泥基材料应运而生。导电水泥基材料是一种新型复合材料。在水泥基材料中加入导电材料,降低其电阻,增强材料的导电性能。该材料不仅可以应用于智慧城市的建设,如智慧路灯、智慧道路等,还可以广泛应用于建筑、公共交通等领域。在导电水泥基材料的研究中,导电材料的尺寸和形状对水泥基材料的导电性有直接的影响。这是因为导电材料的分散性对电导率有显著的影响,而导电材料的尺寸和形状可以决定其分散性。其次,在水泥基材料的应用环境中,湿度、裂缝等因素可能会影响其导电性。因此,为了保证导电水泥基材料的稳定性和可靠性,需要进行大量的实验研究,优化导电材料的分散和形状,了解材料在不同环境下的性能。导电水泥基材料的研究对未来智慧城市的建设具有重要意义。这种导电材料具有很大的应用前景,不仅可以提高城市基础设施的智能化水平,还可以带来更多的社会效益和经济效益。
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引用次数: 0
Techno-Economical Effects of Adopting Small Capacity Transformers on Ado-Ekiti 11/0.415 kV Power Distribution Networks Ado-Ekiti 11/0.415 kV配电网采用小容量变压器的技术经济效果
Pub Date : 2023-09-06 DOI: 10.4028/p-1tgphO
Ademayowa Francis Oni, M. R. Adu
The major portion power loss in power system occurs in the components of low voltage (LV) networks. Low voltage distribution system (LVDS) configuration has been observed to contribute significantly to power loss and unacceptable voltage drop in the system due to its structure and higher current flow in the network. The adoption of small capacity transformers as high voltage distribution system (HVDS) configuration is increasingly applied to the network for power loss reduction and the improvement of voltage profile. This study aims to evaluate the technical and economic implication of the use of HVDS configuration on Ado-Ekiti 11/0.415 kV power distribution networks and provide necessary recommendations. The network data was obtained and modeled on NEPLAN software for simulation and technical evaluation of the networks. The existing LV lines were upgraded to high voltage (HV) and remodeled with small capacity transformers and comparative analysis of the technical and economic effects of the networks were carried out. The results obtained showed that there could be feeder capacity increase of 92.03 kW and power loss reduction of 347.17 kW and 459.72 kVar following reconfiguration from LVDS to HVDS. The losses in the transformers and lines were significantly reduced by 37.8% for HVDS configuration when compared with the LVDS configuration. The voltage profile was significantly improved with voltage deviations in the range of ± 0.01 to ± 0.03 of bus voltage for the HVDS network when compared to the existing network. The cost of implementation of the HVDS network substation was calculated to be ₦807,238,715.50 and with the combination of annual savings and an increment in tariff of ₦5/kWh in the billing charge of unit energy consumption resulted in a payback period of 2 to 3 years for the estimated capital investment. This study showed that technical performance of HVDS implementation on the Ado-Ekiti network feeder was better than that of the existing network.
电力系统的大部分功率损耗发生在低压电网的各组成部分。低压配电系统(LVDS)配置由于其结构和较大的网络电流,对系统的功率损耗和不可接受的电压降有很大的影响。采用小容量变压器作为高压配电系统的配置,越来越多地应用于电网中,以降低电力损耗,改善电压分布。本研究旨在评估在Ado-Ekiti 11/0.415 kV配电网中使用HVDS配置的技术和经济意义,并提出必要的建议。利用NEPLAN软件对网络数据进行建模,对网络进行仿真和技术评价。对现有低压输电线路进行了高压改造和小容量变压器改造,并对改造后的技术经济效果进行了对比分析。结果表明,由LVDS改造为HVDS后,可使馈线容量增加92.03 kW,减少功率损耗347.17 kW和459.72 kVar。与LVDS配置相比,HVDS配置的变压器和线路损耗显著降低了37.8%。与现有网络相比,HVDS网络的电压分布得到了显著改善,电压偏差在±0.01至±0.03的范围内。HVDS网络变电站的实施成本计算为807,238,715.50奈拉,加上每年节省的费用和单位能耗计费费用每千瓦时增加奈拉5奈拉的电费,预计资本投资的回收期为2至3年。研究表明,在Ado-Ekiti馈线上实现HVDS的技术性能优于现有网络。
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引用次数: 0
Green Manufacturing and Environmental Sustainability Case of Morocco 摩洛哥绿色制造与环境可持续性案例
Pub Date : 2023-09-06 DOI: 10.4028/p-GQiR1s
Yassine Bouazza, A. Lajjam, B. Dkhissi
With The emerging environmental concern of the public, as well as the implementation of governmental regulations, enabling the control of the environmental impact of production activities, companies are developing strategies to achieve more sustainable operations. In fact, over the last years, there has been growing pressure on organizations to manage their operations in a responsible manner to improve their environmental performance. Which has motivated companies to implement sustainable operations. In this context, Green Manufacturing can make a positive contribution to the environmental performance of organizations. Thus, the main objective of this paper is to identify Green Manufacturing and its impact on sustainable performance with some examples of companies that have integrated these sustainable practices in their process, and analyze their impact with a focus on the Moroccan industry. The survey includes 50 different automotive companies shows how they are carrying out green manufacturing and environmental practices.
随着公众对环境问题的日益关注,以及政府法规的实施,能够控制生产活动对环境的影响,公司正在制定战略,以实现更可持续的运营。事实上,在过去的几年里,组织面临着越来越大的压力,要求他们以负责任的方式管理他们的业务,以改善他们的环境绩效。这促使公司实施可持续经营。在这种情况下,绿色制造可以对组织的环境绩效做出积极的贡献。因此,本文的主要目的是确定绿色制造及其对可持续绩效的影响,并举例说明在其过程中整合了这些可持续实践的公司,并以摩洛哥工业为重点分析其影响。这项调查包括50家不同的汽车公司,展示了它们是如何开展绿色制造和环境实践的。
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引用次数: 0
Advanced Engineering Forum Vol. 50 高级工程论坛》第 50 卷
Pub Date : 2023-09-06 DOI: 10.4028/b-ntat0f
D. Nedelcu, Mikkel K. Kragh
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引用次数: 0
Parametric Modelling of Rousselier ́s Damage Model Parameters with Instrumented Charpy Tests 基于仪器Charpy试验的Rousselier损伤模型参数参数化建模
Pub Date : 2023-09-06 DOI: 10.4028/p-6dQbxn
R. Cuamatzi-Meléndez
This work presents Rousselier´s damage model parameters effect and their physical meaning on Charpy fracture propagation curves. Therefore, instrumented Charpy tests were performed at room test temperature to measure the load-displacement curve. The parameters were measured from a Grade A ship plate steel, employed for the construction of merchant ships. The effect of Rousselier´s model parameter was done by performing cellular automata finite element (CAFE) modelling, where Rousselier’s damage model was coded, and therefore Rousselier´s model parameters were incorporated using random number generators in the ductile arrays of cells, using Weibull distributions. Consequently, in each CAFE simulation, the model evaluates random values of Rousselier´s damage model parameters performing a more physically based modelling. The results showed that the present CAFE modelling was able to reproduce the hardening and fracture propagation regions of instrumented Charpy data. Furthermore, the present work showed a suitable Rousselier´s damage model parameters calibration procedure with Charpy data, and how each Rousselier´s model parameter can affect the hardening and fracture propagations regions when they are not properly calibrated, producing unrealistic results. Additionally, it can be observed that the present results can be used as a template for a better calibration of Rousselier´s damage model parameters in CAFE modelling.
本文介绍了Rousselier损伤模型参数对Charpy断裂扩展曲线的影响及其物理意义。因此,在室温下进行仪器夏比试验来测量载荷-位移曲线。这些参数是从用于建造商船的a级船板钢中测量的。Rousselier模型参数的影响是通过执行元胞自动机有限元(CAFE)建模来完成的,其中Rousselier的损伤模型被编码,因此Rousselier的模型参数在细胞的延展性阵列中使用随机数生成器合并,使用威布尔分布。因此,在每次CAFE模拟中,模型评估Rousselier损伤模型参数的随机值,执行更基于物理的建模。结果表明,目前的CAFE模型能够再现仪器Charpy数据的硬化和断裂扩展区域。此外,本工作还展示了一种适用于Charpy数据的Rousselier损伤模型参数校准程序,以及每个Rousselier模型参数在未正确校准时如何影响硬化和断裂扩展区域,从而产生不切实际的结果。此外,可以观察到,本文的结果可以作为CAFE建模中更好地校准Rousselier损伤模型参数的模板。
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引用次数: 0
A Novel Methodology for Fault Sensing in Presence of Power Swing for Transmission Line with Thyristor Controlled Series Compensator 基于晶闸管控制串联补偿器的输电线路功率摆动故障检测新方法
Pub Date : 2023-09-06 DOI: 10.4028/p-AE5sF2
Sonali Akolkar, H. Jariwala
Digital distance relaying is implemented in extra high voltage (EHV) transmission network for speedy and reliable fault detection. But it should not activate in case of slow transients known as power swings. However, for occurrence of any type of fault during power swing, the relay should sense the faulty condition and send trip command to concerned circuit breaker. The detection of fault in a transmission line network with TCSC during the power swing condition has become further complex due to transients generated by series capacitor and the metal–oxide varistor (MOV) protecting it. This paper firstly presents effect of TCSC on distance relay operation for varied TCSC degree of compensation and firing angle values. Further, a discrete wavelet transform-based fast acting fault and swing classification algorithm is proposed which can sense all types of faults during slow as well as fast power swing in first decomposition level and within 0.001 sec. The proposed utilizes optimized threshold values both for swing and fault sensing by using Honey Bee Optimization Algorithm (HBOA). The proposed novel algorithm is coded in MATLAB software and the test system comprising of 400kV, 50Hz parallel transmission line network along with TCSC is built using MATLAB Simulink environment with sim power systems toolbox. It is tested for high/low resistance faults, symmetrical/asymmetrical faults and close-in/far end faults by changing TCSC compensation level and firing angle value. The simulation results prove the accuracy of proposed methodology for swing and fault classification.
在超高压(EHV)输电网络中实现数字距离继电器,以实现快速、可靠的故障检测。但它不应该在被称为能量波动的缓慢瞬变情况下被激活。但是,当功率摆动过程中出现任何类型的故障时,继电器都要感知到故障情况,并向相应的断路器发出脱扣指令。由于串联电容及其保护的金属氧化物压敏电阻(MOV)产生的瞬变,使得带TCSC的输电网络在功率摆幅情况下的故障检测变得更加复杂。本文首先研究了不同补偿度和发射角值时,TCSC对距离继电器运行的影响。在此基础上,提出了一种基于离散小波变换的快速故障和摆动分类算法,该算法可以在第一分解水平和0.001秒内检测出慢速和快速功率摆动的所有类型的故障。该算法利用蜜蜂优化算法(HBOA)优化了摆动和故障感知的阈值。在MATLAB软件中对该算法进行了编码,并利用MATLAB Simulink环境和sim电源系统工具箱构建了包含400kV, 50Hz并联传输线网络和TCSC的测试系统。通过改变TCSC补偿水平和发射角值,对高/低电阻故障、对称/不对称故障和近端/远端故障进行了测试。仿真结果证明了该方法对摆振和故障分类的准确性。
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引用次数: 0
Experimental Study of Mechanical Properties of Rice Husk Ash - Cement Concrete Made from Magnetized and Normal Water 稻壳灰水泥磁化水与普通水混凝土力学性能试验研究
Pub Date : 2023-09-06 DOI: 10.4028/p-nPiJ60
Ige Samuel Ayeni, Oluborode Kayode Dele, F. Ayodele
This work aims at comparing the mechanical properties of Rice-Husk-Ash-Cement (RHA) concrete produced from magnetized water and normal water. Cement was replaced with 25% RHA being the optimum value from previous research. Water was magnetized by a magnetic device fabricated by the research team and level of magnetization was determined using magnetic field sensor application. The chemical composition of RHA shows that it contained 89.42% of oxides to be used as a pozzolan. Magnetization reduced total dissolved solid, total soluble solid, chloride content and surface tension while pH increased. The workability of magnetized and normal water concrete samples was determined. It was magnetized water concrete samples that gave higher workability than normal water concrete. Compressive, Flexural and Split tensile strengths of magnetized and normal water concrete were determined at 7, 14, 28 and 56 days of curing by immersion in portable water. Magnetization shown higher influence on early strengths of concrete. Compressive, Flexural and Split tensile strengths of concrete improved between 13.25%-18.63%, 14.83%-18.02% and 9.80%-31.63%, respectively when magnetized water was introduced during concrete production. STATA package was used to analysis the data. The descriptive statistics show that mean, standard deviation error and standard deviation for concrete produced with magnetized water were all higher than that of concrete produced with normal water for all properties tested. However, inferential statistics show that there is no significant difference in the mean compressive, flexural and tensile strengths of concrete produced with magnetized water and normal water since P-value obtained was higher than the error margin of 0.05(P>0.05) for all the tested properties of concrete.
本文旨在比较磁化水和普通水制备的稻壳灰水泥(RHA)混凝土的力学性能。根据之前的研究,将水泥替换为25%的RHA,这是最优值。利用课程组自制的磁性装置对水进行磁化,利用磁场传感器的应用确定水的磁化水平。RHA的化学成分表明,它含有89.42%的氧化物,可以用作火山灰。随着pH的增加,磁化降低了总溶解固形物、总可溶性固形物、氯含量和表面张力。测定了磁化水混凝土和普通水混凝土试样的和易性。磁化水混凝土样品比普通水混凝土具有更高的和易性。磁化水混凝土和普通水混凝土在养护7d、14d、28d和56d时的抗压、抗折和劈裂抗拉强度进行了测定。磁化强度对混凝土早期强度的影响较大。在混凝土生产过程中掺入磁化水后,混凝土抗压强度、抗折强度和劈裂抗拉强度分别提高13.25% ~ 18.63%、14.83% ~ 18.02%和9.80% ~ 31.63%。采用STATA软件包对数据进行分析。描述性统计表明,磁化水生产的混凝土各项性能的均值、标准差和标准差均高于普通水生产的混凝土。但推论统计表明,磁化水生产的混凝土的抗压、抗折、抗拉强度均值与正常水生产的混凝土无显著差异,所得P值均大于0.05的误差范围(P>0.05)。
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引用次数: 0
Experimental Study on Dissolution Stability and Dispersion and their Influence on Tribological Properties for Reducing Friction and Prolonging Life of Armored Vehicle Engine Lubricating Oil Additives 装甲车发动机润滑油添加剂的溶解稳定性和分散特性及其对减摩延寿摩擦学性能影响的实验研究
Pub Date : 2023-05-31 DOI: 10.4028/p-ba6mc5
Bing-li Fan, An Nan Sun, Zheng Jie Li, Yifei Guo, Xiao Wen Qi, Changxin Liu
A lubricating oil additive for armored vehicle engine was synthesized by ultrasonic dispersion and physical blending with polyisobutylene and poly alpha olefin as polymer matrix, nanoBN and nanoALN as antifriction materials and polyisobutylene succinimide as surfactant. Polymer-based lubricating oil additive, hydroxyl magnesium silicate powder additive, commercial anti-wear repairing agent Goldway and commercial anti-wear protective agent Chief were dispersed into 10W-40 armored vehicle engine special lubricating oil according to a certain mass fraction. The dissolution stability of different lubricating oil additives in lubricating oil was investigated by standing test. The effects of ultrasonic time and temperature on the dispersion of different kinds of lubricating oil additives in lubricating oil are investigated by using ultrasonic disperser and particle size analyzer. The MDW-5G multifunctional end-face friction and wear tester is used to simulate the actual working process of cylinder liner-piston ring in armored vehicles during driving, and tribological tests were carried out under conventional working conditions to evaluate the tribological properties of different lubricating oil additives. Scanning electron microscope was used to measure and analyze the wear surface morphology and friction interface elements after tribological test, and the lubrication mechanism of lubricating oil additives is revealed. The results show that the polymer-based lubricating oil additive has good dissolution stability and dispersion in lubricating oil. Compared with pure lubricating oil, the average friction coefficient of lubricating oil containing 3wt% polymer-based additives is 0.085, and the friction coefficient decreases by 38.8%. During the friction process, polymer-based lubricating oil additives form a self-repairing oil film to cover the surface of the sample through a series of complex physical and chemical reactions, which reduces the friction and wear between the grinding pairs and improves the lubricating performance of lubricating oil.
以聚异丁烯和聚α -烯烃为聚合物基体,纳米obn和纳米aln为减摩材料,聚异丁烯丁二酰亚胺为表面活性剂,采用超声分散和物理共混的方法合成了装甲车发动机润滑油添加剂。将聚合物基润滑油添加剂、羟基硅酸镁粉末添加剂、商用抗磨修复剂Goldway和商用抗磨保护剂Chief按一定质量分数分散到10W-40装甲车发动机专用润滑油中。通过静置试验研究了不同润滑油添加剂在润滑油中的溶解稳定性。采用超声分散仪和粒度分析仪,研究了超声时间和温度对不同润滑油添加剂在润滑油中分散的影响。采用MDW-5G多功能端面摩擦磨损试验机,模拟装甲车辆气缸套-活塞环在行驶过程中的实际工作过程,在常规工况下进行摩擦学试验,评价不同润滑油添加剂的摩擦学性能。采用扫描电子显微镜对磨损表面形貌和摩擦界面元素进行了测量和分析,揭示了润滑油添加剂的润滑机理。结果表明,聚合物基润滑油添加剂在润滑油中具有良好的溶解稳定性和分散性。与纯润滑油相比,含3wt%聚合物基添加剂的润滑油平均摩擦系数为0.085,摩擦系数降低38.8%。在摩擦过程中,聚合物基润滑油添加剂通过一系列复杂的物理和化学反应,形成自修复油膜覆盖试样表面,从而减少了磨削副之间的摩擦和磨损,提高了润滑油的润滑性能。
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引用次数: 0
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