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Utilizing predictive analytics to enhance supply chain efficiency and reduce operational costs 利用预测分析提高供应链效率并降低运营成本
Pub Date : 2024-07-30 DOI: 10.53430/ijeru.2024.7.1.0029
Motunrayo Oluremi Ibiyemi, David Olanrewaju Olutimehin
This study investigates the application of predictive analytics to enhance supply chain efficiency and reduce operational costs. The primary objective is to understand how predictive analytics can be leveraged to optimize various aspects of supply chain management, including demand forecasting, inventory management, and logistics. The research methodology involved a comprehensive literature review, coupled with a case study analysis of several organizations that have successfully implemented predictive analytics in their supply chain operations. Key findings reveal that predictive analytics significantly improves demand forecasting accuracy, which in turn optimizes inventory levels, reduces stockouts and overstock situations, and enhances overall supply chain responsiveness. Additionally, predictive analytics helps in identifying potential disruptions in the supply chain, allowing for proactive measures to mitigate risks and maintain continuity. The study also highlights the cost benefits, where organizations reported a notable reduction in operational costs due to improved efficiency and better resource allocation. The conclusions drawn emphasize the transformative potential of predictive analytics in supply chain management, suggesting that its strategic implementation can lead to substantial improvements in efficiency and cost savings. This research underscores the need for organizations to invest in advanced analytics tools and skills to fully harness the benefits of predictive analytics in their supply chain operations.
本研究调查了预测分析在提高供应链效率和降低运营成本方面的应用。主要目的是了解如何利用预测分析来优化供应链管理的各个方面,包括需求预测、库存管理和物流。研究方法包括全面的文献综述,以及对几家在供应链运营中成功实施了预测分析的企业进行案例研究分析。主要研究结果表明,预测分析能显著提高需求预测的准确性,进而优化库存水平,减少缺货和库存过剩情况,提高供应链的整体响应能力。此外,预测分析还有助于识别供应链中的潜在中断,从而采取积极措施降低风险并保持连续性。这项研究还强调了成本效益,据各组织报告,由于提高了效率和改善了资源分配,运营成本明显降低。得出的结论强调了预测分析在供应链管理中的变革潜力,表明其战略实施可大幅提高效率和节约成本。这项研究强调,企业需要投资于先进的分析工具和技能,以充分利用预测分析在供应链运营中的优势。
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引用次数: 0
As a solution during COVID-19, mandarin language learning system development to support HSK certification exams 为应对新冠疫情,开发汉语学习系统,支持HSK认证考试
Pub Date : 2023-07-30 DOI: 10.53430/ijeru.2023.5.1.0027
Darmanto, Yulius Hari, Budi Hermawan, Endang Setyawati
The COVID-19 epidemic has prompted an increase in self-study; as a result, preparation for HSK Certification exams should also be stepped up. The Hanyu Shuiping Kaoshi (HSK) Exam can be taken either digitally or on paper. Students taking an exam through the internet are not limited by time or location when taking the test. The HSK test is designed to objectively and accurately assess a student's level of proficiency in Mandarin Chinese. Examinees' comprehension of the HSK exam's material and the quantity and quality of time spent working through sample HSK questions both play a role in whether or not they pass the exam. In order to help test takers prepare for the HSK, an online practice exam system is required. The primary goal of the online artificial HSK examination system is to allow prospective examinees to attempt to replicate the HSK test through the system and receive the same outcomes as the provisions of the genuine HSK exam. As one of the coordinators of the HSK exam in East Java, Nurul Jadid Probolinggo put this medium through its paces with a group of high school pupils. This article discusses issues of user approval of the program in addition to the analysis of its features
新冠肺炎疫情促使自学人数增加;因此,HSK认证考试的准备工作也应加紧进行。汉语水平考试(HSK)分为数字考试和笔试两种。通过互联网参加考试的学生在考试时不受时间和地点的限制。HSK考试旨在客观、准确地评估学生的普通话水平。考生对HSK考试内容的理解程度、答题时间的数量和质量都影响着考生能否通过考试。为了帮助考生备考HSK,需要一个在线练习考试系统。在线人工HSK考试系统的主要目的是让准考生通过系统尝试复制HSK考试,并获得与真正HSK考试规定相同的结果。作为东爪哇地区HSK考试的协调员之一,Nurul Jadid Probolinggo向一群高中生介绍了这种语言。本文除了对该程序的特点进行分析外,还讨论了用户审批问题
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引用次数: 0
Electrical load flow analysis of Auchi distribution network without load shedding 无减载的Auchi配电网负荷潮流分析
Pub Date : 2023-05-30 DOI: 10.53430/ijeru.2023.4.2.0020
Micheal Rotimi Adu, Isah Osilama Oshiobugie, Tolulope David Makanju
The occurrence of loadshedding under normal operating condition in Distribution Network caused a lot of inconveniences to the consumer. However, there is need to examine the state of the distribution network to know the performance without load shedding under normal condition. This research examines the state of Auchi distribution network without load shedding. In order to achieve the aim of the research data was obtained from the distribution company, the modelling of the distribution network obtained was done using ETAP and the load flow simulation was done using Newton Raphson Algorithm to determine the power flow in the network, Bus voltage, losses along the line and transformer losses. The results of the study show that at 80% loading of the transformers in the network, the voltage supply to the consumer is bad under normal condition, since the two out of three 33 kV bus voltages is below the acceptable range of plus or minus 5% of the nominal voltage. Likewise, almost all 11 kV and 0.415kV voltages in the network is below the acceptable limit of plus or minus 10% of the nominal voltage. Furthermore, the result indicates that active power loss in the network is 0.2MW which is very high. This research therefore recommends that the voltage profile of AUCHI distribution network needs improvement in order to improve the quality of supply. Also, since the supply from the grid is be allocated based on the generating capacity this research also recommends that DISCO in charge of Auchi distribution network should also considering the usage of DG in the network which can perform a dual purpose of voltage improvement and addition of power supplied.
配电网在正常运行情况下出现的减载现象给用户带来了诸多不便。但是,要了解配电网在正常情况下无减载的性能,需要对配电网的状态进行检查。本研究考察无减载的Auchi配电网状态。为了达到研究目的,从配电网公司获取数据,利用ETAP对得到的配电网进行建模,并利用Newton Raphson算法对配电网进行潮流仿真,确定电网中的潮流、母线电压、沿途损耗和变压器损耗。研究结果表明,在电网中变压器负荷为80%时,正常情况下向用户供电的电压较差,因为三分之二的33千伏母线电压低于标称电压正负5%的可接受范围。同样,网络中几乎所有的11kv和0.415kV电压都低于标称电压正负10%的可接受限值。结果表明,电网有功功率损耗高达0.2MW。因此,本研究建议对AUCHI配电网的电压分布进行改进,以提高供电质量。此外,由于电网供电是根据发电能力分配的,本研究还建议负责Auchi配电网的DISCO也应考虑DG在网络中的使用,DG可以达到改善电压和增加供电的双重目的。
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引用次数: 0
Investigating the effect of fabric design on properties of different weft knit fabrics 探讨织物设计对不同纬向针织物性能的影响
Pub Date : 2023-04-30 DOI: 10.53430/ijeru.2023.4.2.0019
Romana Akter, Taposh Ranjan Sarker, Sanaullah Murad, Ebrahim Shaikh
Fabric structure exhibits a significant impact on the various properties of weft knitted fabric if processing variables such as yarn count, stitch length, machine diameter, and needle gauge are modified. In this study, weft knitted constructions such plain jersey, Lacoste, waffle, fleece, and rib are evaluated in relation to a number of attributes, including dimensional stability, fabric breadth, spirality and bursting strength. According to the study, lengthwise shrinkage reduces as tuck stitch and spirality grow, however widthwise shrinkage rises. The experiment also revealed that weft knit fabric's bursting strength is less affected by variations in fabric structure.
如果改变纱线支数、针长、机径和针距等加工变量,织物结构对纬编针织物的各种性能有显著影响。在这项研究中,纬编结构,如平纹针织、拉科斯特、华夫格、羊毛和罗纹进行了评估,涉及到一些属性,包括尺寸稳定性、织物宽度、螺旋度和破裂强度。根据研究,纵向收缩率随着褶缝和螺旋度的增大而减小,而横向收缩率则增大。实验还表明,纬编针织物的断裂强度受织物结构变化的影响较小。
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引用次数: 0
Design of automated reader for blind person 盲人自动阅读器的设计
Pub Date : 2023-04-30 DOI: 10.53430/ijeru.2023.4.2.0016
V.D Alagdeve, Shubham Khandare, Pratik Wankhede, Gulshan Pathode, Mayuri Nimje, Shruti Counder
This work introduces smart reader by using Raspberry Pi. The system consists of a camera interfaced with computer which receives the printed or hand written text. This work proposes the novel implementation of smart book reader with raspberry pi controller. The system consists of a webcam interfaced with raspberry pi which accepts a page of printed text. The experimental results are done with the help of raspberry pi controller. Controller coding for the Raspberry pi is done through PYTHON language. The audio output is obtained after the captured image is converted to text. The image captured by the camera is converted to text and displayed in the form window and then the text is obtained as audio output. Raspberry pi has the audio port where the output can be heard through the headphone or the speaker. Once the image is converted to text raspberry pi takes few milliseconds to convert it as a voice output. This system is validated with both simulation and experimental verification it achieves the text document is converted with speech for the use of visually impaired people.
本文介绍了利用树莓派的智能阅读器。该系统包括一个摄像头和接收打印或手写文本的计算机接口。本文提出了一种基于树莓派控制器的智能阅读器的新实现方法。该系统由一个网络摄像头与树莓派接口组成,它接受一页打印文本。实验结果是在树莓派控制器的帮助下完成的。树莓派的控制器编码是通过PYTHON语言完成的。将捕获的图像转换为文本后得到音频输出。将摄像机捕获的图像转换为文本显示在表单窗口中,然后将文本作为音频输出。树莓派有音频端口,可以通过耳机或扬声器听到输出。一旦将图像转换为文本,树莓派需要几毫秒将其转换为语音输出。该系统通过仿真和实验验证,实现了视障人士使用的文本文档与语音的转换。
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引用次数: 0
A Lyapunov functional for vaccination model on the dynamics of cholera epidemic with non-linear incidence of infection 具有非线性感染发生率的霍乱流行动力学的Lyapunov泛函接种模型
Pub Date : 2023-04-30 DOI: 10.53430/ijeru.2023.4.2.0022
Lawal Jibril, Ibrahim Maihaja
A new deterministic susceptible-exposed-infectious-vaccinated-removed-pathogen (SEIVRB) cholera epidemic model with combined mass action incidence and saturated incidence rates is proposed and analyzed. A threshold level of vaccine coverage necessary for controlling or eradicating cholera has been determined and analyzed using the next generation matrix approach. It is shown that the higher values of vaccine coverage that are lower than the threshold value significantly reduces the number of infected individuals whenever basic reproduction number is less than unity, and the cholera would persist in the populations whenever the model basic reproduction number exceeds unity. The global stability for cholera free equilibrium state and cholera endemic equilibrium state of the model system is investigated using Lyapunov functional approach and Lasalle invariance principle, which are found to be globally asymptotically stable at both equilibrium states. Numerical simulations and graphical illustrations is presented to support the analytical results found in the study.
提出并分析了一种具有质量作用发生率和饱和发生率相结合的确定性易感暴露感染疫苗去除病原体(SEIVRB)霍乱流行模型。使用下一代矩阵方法确定和分析了控制或根除霍乱所需的疫苗覆盖阈值水平。结果表明,当基本繁殖数小于1时,低于阈值的较高疫苗覆盖率显著降低感染个体数,当模型基本繁殖数大于1时,霍乱将在人群中持续存在。利用Lyapunov泛函方法和Lasalle不变性原理研究了模型系统的无霍乱平衡状态和霍乱地方病平衡状态的全局稳定性,发现两者在平衡状态下都是全局渐近稳定的。文中给出了数值模拟和图解来支持分析结果。
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引用次数: 0
Evaluation of Pre and Post-privatization of Nigeria’s electric power system 尼日利亚电力系统私有化前后的评价
Pub Date : 2023-03-30 DOI: 10.53430/ijeru.2023.4.1.0018
Thomas Olabode Ale, Rotimi Micheal Adu, Franklin Chibueze Madu, Tolulope David Makanju
The study was aimed at evaluating the performance of Nigeria’s Electric Power System before and during Privatization using Akure 33kV distribution Network as a case study. This is done to ascertain the effectiveness of the Privatization programme that occurred in the Electric Power Sector in Nigeria. The amount of energy served, the peak load supplied and load flow data of the Network for periods of 2010 to 2015 were collated from the daily log entry recording sheets of the 132/33kV transmission substation office in Akure. The percentage transformer loading and power transferred across the line were determined through load flow studies. The cost of energy not served due to faults was evaluated at a rate of NGN 24.30k per Kilo-Watt Hour (KWHr). The analysis was for a period of pre-privatization (2010-2012) and post-privatization (2013-2015). The results from the study indicate that the energy served decreased by 9% from 2010 to 2015 while the cost of energy not supplied increased largely after the Privatization. A decreasing rate in peak load supplied and transformer loadings were also observed during the Privatization. These results show that less customers might have been served or customers being served by this utility system experienced power outages more frequently in the post-privatization period than in the pre-privatization era.
本研究旨在以Akure 33kV配电网络为例,评估尼日利亚电力系统私有化前和私有化期间的性能。这样做是为了确定尼日利亚电力部门私有化方案的有效性。从阿库雷市132/33kV输电变电所每日日志录入记录表中整理出2010 - 2015年电网的服务电量、供峰负荷和潮流数据。通过负荷流研究确定了变压器负荷和输电线路的百分比。因故障而无法使用的能源成本按每千瓦时24.30万挪威克朗进行评估。该分析是针对私有化前(2010-2012年)和私有化后(2013-2015年)的时期进行的。研究结果表明,民营化后,服务能源减少了9%,而未供应能源的成本大幅增加。民营化期间,也观察到供应的峰值负荷和变压器负荷的下降率。这些结果表明,在私有化后的时期,与私有化前相比,该公用事业系统所服务的客户可能更少,或者被服务的客户更频繁地经历停电。
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引用次数: 0
Model prediction of fatigue damage on offshore steel risers due to wave loading using FEA and ANN: A case of Forcados Offshore, Nigeria 基于有限元和神经网络的海上钢立管波浪载荷疲劳损伤模型预测——以尼日利亚Forcados offshore为例
Pub Date : 2023-02-28 DOI: 10.53430/ijeru.2023.4.1.0014
Usen Inemesit, Jasper Ahamefula Agbakwuru
This study aims at providing a model prediction technique for the fatigue life of offshore steel risers using a hybrid of finite element analysis and the artificial neural network (FEA-ANN) model. A 200 days’ environmental load from Forcados sea state in West Africa offshore was used in training the FEA-ANN model to predict fatigue. The prediction result showed that the mean square error (MSE) was 0.3329 and the analysis from the regression was 0.9999. The result from the training showed a high performance and the regression analysis of the model was seen to be good.
本研究旨在利用有限元分析与人工神经网络(FEA-ANN)模型相结合的方法,对海洋用钢立管的疲劳寿命进行模型预测。西非近海Forcados海况200天的环境负荷被用于训练FEA-ANN模型来预测疲劳。预测结果表明,均方误差(MSE)为0.3329,回归分析结果为0.9999。训练结果表明,模型的回归分析效果良好。
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引用次数: 0
Determination of linear attenuation coefficient of aggregate serpentine concrete exposed to gamma and neutron radioactive sources 受伽玛和中子放射源辐照的蛇形混凝土骨料线性衰减系数的测定
Pub Date : 2023-01-30 DOI: 10.53430/ijeru.2023.4.1.0068
Kayode James Adedoyin, Funminiyi Michael Oyekunle, John Simon
This research was designed to perform linear attenuation calculations for ordinary concrete both through simulation and experiment. The linear attenuation coefficient is an essential parameter for radiation shielding design for both source transport casks and storage bunkers. The shielding properties of concrete designed with Serpentine aggregates of different granule sizes were investigated. The simulation was performed using Radpro computer Software while the experiment involved sourcing for local Serpentine rock, crushing into four different granule sizes of 5 mm, 10 mm, 15 mm and 20 mm respectively and casting the concrete samples, exposure of the samples to gamma and neutron radioactive sources and monitoring with a radiation survey meter, sample weight measurements and concrete sample crushing using a load testing machine for determination of the concrete compressive strength. The results of the linear attenuation calculations showed that there was high consistency in the values obtained by simulation with those obtained via experiment. Very high linear attenuation property was observed when the serpentine concrete samples were exposed to a neutron source, which corroborates the fact that Serpentine rock is a Boron-rich mineral and Boron is known to have high neutron absorption property. The experimentally determined linear attenuation coefficients showed that the values at 15 mm aggregate sizes were higher than those at 5 mm, 10 mm and 15 mm sizes respectively, which demonstrates that better shielding optimization, will be obtained when the concrete cask is fabricated with 15 mm aggregate size.
本研究旨在通过模拟和实验对普通混凝土进行线性衰减计算。线性衰减系数是源输送桶和储存库辐射屏蔽设计的重要参数。研究了不同粒径蛇纹石骨料对混凝土屏蔽性能的影响。采用Radpro计算机软件进行模拟,实验内容包括寻找当地蛇形岩,分别破碎成5 mm、10 mm、15 mm和20 mm四种不同粒度的颗粒,浇铸混凝土样品,将样品暴露于伽马和中子辐射源下,用辐射测量仪监测,测量样品重量,用载荷试验机破碎混凝土样品,以确定混凝土抗压强度。线性衰减计算结果表明,模拟所得值与实验所得值具有较高的一致性。在中子源作用下,观察到蛇纹岩混凝土样品具有很高的线性衰减特性,证实了蛇纹岩是一种富硼矿物,硼具有较高的中子吸收特性。实验测定的线性衰减系数表明,15 mm骨料尺寸下的衰减系数分别高于5 mm、10 mm和15 mm尺寸下的衰减系数,表明用15 mm骨料尺寸制作混凝土桶可以获得更好的屏蔽优化效果。
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引用次数: 0
Comparison analysis of flexible pavement runway layers between CBR, LCN, and FAA methods CBR法、LCN法和FAA法柔性路面跑道层数的比较分析
Pub Date : 2023-01-30 DOI: 10.53430/ijeru.2023.4.1.0011
Agus Muldyanto, Purwanto
Ahmad Yani International Airport is located in Semarang City, Central Java, Indonesia. Runway length is 2650 x 45 m, located at an altitude of 3 meters above sea level and coordinates 06°58′17″S 110°22′27″E with flexible pavement. For subgrade CBR value of 3%. The purpose of this study is to evaluate the thickness requirements of runway pavement by comparing the calculation results with three methods, namely California Bearing Ratio (CBR) by analytical method, while for the graphical method by using the Load Classification Number (LCN) and Federal Aviation Administration (FAA) methods, according to the aircraft the biggest plan at the airport is the Boeing 737-900ER aircraft type. To get results that are safe, comfortable and economical. The basis for this calculation is subgrade soil with a CBR value of 3%. The results of the comparison of the three methods are LCN: FAA: CBR, namely 1: 1.14:1.55. From this case for the most efficient pavement thickness using the LCN method
亚尼国际机场位于印尼中爪哇三宝垄市。跑道长度为2650 × 45米,位于海拔3米,坐标为06°58′17″S 110°22′27″E,采用柔性铺装。对于路基CBR值为3%。本研究的目的是通过对比三种方法的计算结果来评价跑道铺装厚度要求,即采用解析法的加州承载比(CBR)计算结果,采用图解法的载荷分类号(LCN)和美国联邦航空管理局(FAA)方法,根据机场最大的飞机计划是波音737-900ER飞机型号。获得安全、舒适、经济的效果。计算的基础是CBR值为3%的路基土。三种方法的比较结果为LCN: FAA: CBR,即1:1 .14:1.55。从这种情况出发,利用LCN方法求出最有效的路面厚度
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引用次数: 0
期刊
International Journal of Engineering Research Updates
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