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Modeling of Climate Effect on Arable Crops Production of Oryza Sativa and Zea Mays in Nigeria Using Fuzzy Logic 气候对尼日利亚水稻和玉米产量影响的模糊逻辑建模
Pub Date : 2022-06-10 DOI: 10.51983/ajeat-2022.11.1.3314
G. Aimufua, J. O. Akimoh, A. Jegede
In Nigeria, farmers account for more than a third of the labor force. Despite the government's and other relevant stakeholders' strategies and measures to address climate change's impact on agricultural activities in Nigeria, the country has continued to be threatened by climate change, which has had negative consequences for food production, particularly rice and maize, which are the country's main staple foods. High precipitation owing to moisture levels negates agricultural yields, according to the impacts of temperature and moisture levels on agriculture productivity. Weather disasters, deforestation, disease transmission, and species extinction are all climate variables that limit agricultural production rates. The goal of this research is to use machine learning algorithms to determine the best weather conditions for arable crops. To model and predict agricultural yields, fuzzy logic was used. Secondary data, pre-processing and processing, modeling, and the user interface are the five sections that make up the system design. The harvesting outcomes for each of the months specified From January through December, the majority of the data obtained revealed Harvest values of low (54.8%), fair (23.6%), and good (21.5%) quality. Agricultural activities should be carried out between MAY and SEP, whereas crops that require a lot of rain should be sown between JUL and AUG when rainfall is at its highest. The study concluded that agricultural operations should be carried out between MAY and SEP in order to achieve good harvest quality, based on the data collected, extracted, and assessed. The findings of the study will guide policymakers and farmers toward a bumper harvest, increased income, and a rise in the country's GDP. Finally, crops that require a lot of rain, like rice, should be planted between July and August, according to the research.
在尼日利亚,农民占劳动力的三分之一以上。尽管政府和其他相关利益攸关方采取了应对气候变化对尼日利亚农业活动影响的战略和措施,但该国仍继续受到气候变化的威胁,这对粮食生产,特别是作为该国主要粮食的大米和玉米产生了负面影响。根据温度和湿度对农业生产力的影响,由于湿度水平造成的高降水否定了农业产量。天气灾害、森林砍伐、疾病传播和物种灭绝都是限制农业生产率的气候变量。这项研究的目标是使用机器学习算法来确定可耕种作物的最佳天气条件。利用模糊逻辑对农业产量进行建模和预测。辅助数据、预处理和处理、建模和用户界面是构成系统设计的五个部分。从1月到12月,获得的大部分数据显示收获值为低(54.8%),一般(23.6%)和良好(21.5%)。农业活动应在5月至9月之间进行,而需要大量降雨的作物应在降雨量最高的7月至8月之间播种。根据收集、提取和评估的数据,研究认为农业作业应在5月至9月之间进行,以获得良好的收获质量。这项研究的结果将指导政策制定者和农民获得丰收,增加收入,提高国家的GDP。最后,根据这项研究,水稻等需要大量雨水的作物应该在7月到8月之间种植。
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引用次数: 0
Security and Privacy Concerns for the Modern Technology of Internet of Things 现代物联网技术的安全与隐私问题
Pub Date : 2022-06-10 DOI: 10.51983/ajeat-2022.11.1.3304
Samiya Majid Baba, I. Bala
The Internet of Things (IoT) is present in every aspect of our lives. They are used in our households, in hospitals, and outside to monitor and report environmental improvements, deter fires, and perform a variety of other useful functions. However, both of these advantages can come at the expense of significant security and risks privacy. Several academic research have been conducted to counteract these issues and figure out a better way to remove or minimise the threats to the user’s privacy and protection specifications in IoT devices. The survey is divided into four parts. The first section would look at the most important shortcomings of IoT devices and how to overcome them. The description of IoT attacks will be presented in the second section. The final section would look at security problems at various layers.
物联网(IoT)存在于我们生活的方方面面。它们被用于我们的家庭、医院和室外,以监测和报告环境改善情况、防止火灾,并执行各种其他有用的功能。然而,这两种优势都是以牺牲安全性和隐私风险为代价的。已经进行了几项学术研究来解决这些问题,并找出一种更好的方法来消除或最大限度地减少对物联网设备中用户隐私和保护规范的威胁。调查分为四个部分。第一部分将介绍物联网设备最重要的缺点以及如何克服它们。第二部分将介绍物联网攻击的描述。最后一节将讨论各个层的安全问题。
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引用次数: 0
Tool Design for Reducing Excessive Transportation in a Textile Industry: Case Study in a Textile Company in Indonesia 减少纺织业过度运输的工具设计:以印度尼西亚一家纺织公司为例
Pub Date : 2022-06-03 DOI: 10.21831/jeatech.v3i1.50200
Aji Prasojo, D. Nurhadiyanto, G. Kassymova
This research aimed to design a tool that can reduce one type of waste on the production floor, namely excessive transportation in the form of a waste of transportation time. The design of the tool was carried out by inspecting to the details of the failures that occurred in the previous means of transportation. This development research implemented stopwatch time study method and failure mode and effect analysis to find out the value of the loss of transportation time and the types of failures that cause it. The sample of the transportation process time was taken by simple random sampling method from the intensity of the transportation process per month, based on the type of transportation process on the production floor of a textile company. Then the design of the tool was carried out using the morphological matrix method and weighted objectives table to create the design that fits the needs. The results show that the prediction of the amount of excessive transportation in the form of a waste of time can be minimized by 8,11 hours. Moreover, the new design tool also has a safe structure due to its attained maximum equivalent stress was 17.4 MPa which was smaller than the maximum yield stress of the ST37 material.
本研究旨在设计一种工具,可以减少生产车间的一种浪费,即以浪费运输时间的形式出现的过度运输。该工具的设计是通过检查以前运输工具中发生的故障的细节来进行的。本开发研究采用秒表时间研究方法和故障模式及影响分析,找出运输时间损失的价值和造成运输时间损失的故障类型。根据某纺织企业生产车间的运输过程类型,采用简单随机抽样的方法,从每月运输过程的强度中抽取运输过程时间样本。然后利用形态矩阵法和加权目标表对刀具进行设计,生成符合需求的设计方案。结果表明,以时间浪费的形式预测的过量运输量可以最小化8,11小时。此外,新设计工具的最大等效应力为17.4 MPa,小于ST37材料的最大屈服应力,具有安全的结构。
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引用次数: 1
Twin K-Shuffle Based Audio Steganography 基于双K-Shuffle的音频隐写术
Pub Date : 2022-06-01 DOI: 10.51983/ajeat-2022.11.1.3200
S. Alhassan, M. I. Daabo, G. Armah
Secure communication is most effective when it is covert. In the realm of covert communication, steganography conceals secret message within a cover medium. This ensures that adversaries who have access to this carrier medium are unaware of the existence of the secret message. This paper proposes a novel twin K-Shuffling and embedding technique that scrambles and hides secret message inside audio samples. The scrambling phase of the proposed technique consists of bit and character shuffling. The bit-shuffling scrambles the bit-string of each character in the secret message into cipher-text via K-Shuffle. The characters of the resulting cipher-text are then shuffled by another K-Shuffle technique to yield chaotic cipher-text. At the embedding phase, the scrambled cipher-text is randomly planted into the carrier audio samples. The novelty in this proposed technique is the provision of a three-layer protection for secret messages; bit, character, and encoding layers. Results and analyses show that this technique satisfied both embedding and encryption requirements of steganographic systems.
保密通信在隐蔽时最有效。在秘密通信领域,隐写术将秘密信息隐藏在掩护媒介中。这确保了访问该载体介质的攻击者不知道秘密消息的存在。本文提出了一种新的双k变换和嵌入技术,对音频样本中的秘密信息进行置乱和隐藏。该技术的置乱阶段包括位变换和字符变换。位变换通过K-Shuffle将秘密消息中每个字符的位串打乱为密文。然后用另一种K-Shuffle技术对生成的密文的字符进行洗牌,从而产生混沌密文。在嵌入阶段,将加密后的密文随机植入到载波音频样本中。该技术的新颖之处在于为秘密消息提供了三层保护;位层、字符层和编码层。结果和分析表明,该方法既满足隐写系统的嵌入要求,又满足隐写系统的加密要求。
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引用次数: 0
Crypto Currency: An Analysis with Financial Literacy as Moderator 加密货币:以金融知识为调节因素的分析
Pub Date : 2022-06-01 DOI: 10.51983/ajeat-2022.11.1.3222
H. Sharma
This research paper provides a comprehensive overview on investment intention of subjects towards crypto currency. We hypothesise that trust, electronic word of mouth, perceived risk and moderator financial literacy are the primary reasons for the increased interest in crypto currencies. An online questionnaire was framed and data was collected from 247 respondents who are well aware about digital investments, possess basic knowledge of internet and are keen in exploring more digital avenues of investments. Data analysis was carried out through two stage structural equation modelling. The findings suggested that investment intentions are significantly influenced by trust, electronic word of mouth and perceived risk. Further, financial literacy moderated the effect of electronic word of mouth and trust on investment intention. The current paper is unique and first of its kind in India where it reflects the investment intentions of subjects towards crypto currency along with the linking of trust, electronic word of mouth, perceived risk and financial literacy as moderator. Particularly, the finding of this study is one of a unique attempt to make aware about the investor intention towards crypto currency for the market and the economy.
本研究论文全面概述了主体对加密货币的投资意愿。我们假设信任、电子口碑、感知风险和调节金融知识是对加密货币兴趣增加的主要原因。我们编制了一份在线调查问卷,收集了247名受访者的数据,这些受访者对数字投资非常了解,拥有互联网的基本知识,并热衷于探索更多的数字投资途径。通过两阶段结构方程建模对数据进行分析。研究结果表明,信任、电子口碑和感知风险对投资意向有显著影响。此外,金融知识对电子口碑和信任对投资意愿的影响有调节作用。目前的论文在印度是独一无二的,也是同类论文中的第一篇,它反映了主体对加密货币的投资意图,以及信任、电子口碑、感知风险和金融知识作为调节因素的联系。特别是,这项研究的发现是一种独特的尝试,旨在了解投资者对市场和经济加密货币的意图。
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引用次数: 0
Analysis of the Breakdown Voltage of Soyabean Oil as an Alternative to Mineral Oil 替代矿物油的大豆油击穿电压分析
Pub Date : 2022-05-22 DOI: 10.24203/ajet.v10i2.6883
T. Ikyumbur, Andrew L. Iorhom, F. Gbaorun, Simdet Akila, M. R. Agaku, Terkimbi D. Ayaakaa
The reliability of an insulating oil depends on certain basic characteristics, which can affect the overall performance of the transform. In this work, the physio-chemical characteristics and breakdown voltage of refined Soyabean oil have been analyzed. The oil characteristics such as density, viscosity, moisture content, sludge, acidity, flash point and breakdown voltage (BDV) of refined Soyabean oil (SO) were experimentally analyzed in the Laboratory. The density, viscosity, moisture content, acidity, sludge, and breakdown voltage of the SO were within the IEC standard. This shows that the refined soyabean oil could be a suitable replacement of mineral oil. The work has however, recorded a small flash point of 38oC. The researchers concluded that the characteristics of soyabean oil could be significantly improve if the oil is blended with other oils.
绝缘油的可靠性取决于某些基本特性,这些特性会影响变压器的整体性能。本文对精制大豆油的理化特性和击穿电压进行了分析。对精炼大豆油(SO)的密度、粘度、含水率、油泥、酸度、闪点和击穿电压(BDV)等油品特性进行了实验分析。SO的密度、粘度、含水率、酸度、污泥、击穿电压等指标均符合IEC标准。由此可见,精制大豆油可作为矿物油的合适替代品。然而,这项工作记录了38摄氏度的小闪点。研究人员得出结论,如果将大豆油与其他油混合,大豆油的特性可能会得到显著改善。
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引用次数: 0
Development of crowd detection warning system based on deep convolutional neural network using CCTV 基于深度卷积神经网络的CCTV人群检测预警系统的开发
Pub Date : 2022-04-01 DOI: 10.21831/jeatech.v3i2.43771
Muhammad Nurwidya Ardiansyah, Marifa Kurniasari, Muhammad Dzulfiqar Amien, Danang Wijaya, P. Setialana
The 2019 corona virus (Covid-19) pandemic is a global problem for now. One way to deal with the spread of the corona virus is to maintain a distance of at least one meter and stay away from crowds. Therefore, a crowd detection warning system based on a deep convolutional neural network (deep CNN) was developed using CCTV. The development of this system was carried out using the NVIDIA Jetson Nano microcontroller as the computing hardware. Crowd object detection uses the OpenCV library, the YOLOv3-Tiny algorithm, and the euclidean distance method to calculate the distance between 'person' objects. Based on the tests carried out on function and performance, the results obtained that this crowd detection warning system can detect 'person' objects with an accuracy rate of 92.79. In addition, this system has also been able to detect several types of colors from objects so that warning messages can be given more specifically on the color of the clothes of the 'person' in the detected crowd.
目前,2019冠状病毒(Covid-19)大流行是一个全球性问题。应对冠状病毒传播的一种方法是保持至少一米的距离,远离人群。因此,利用CCTV开发了一种基于深度卷积神经网络(deep CNN)的人群检测预警系统。本系统的开发采用NVIDIA Jetson Nano微控制器作为计算硬件。人群对象检测使用OpenCV库、YOLOv3-Tiny算法和欧几里得距离法计算“人”对象之间的距离。通过对功能和性能的测试,结果表明该人群检测预警系统能够检测出“人”物体,准确率为92.79。此外,该系统还能够从物体中检测出几种颜色,这样就可以更具体地根据被检测人群中“人”的衣服颜色发出警告信息。
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引用次数: 0
Experimental test on styrofoam waste addition as a partial substitute for fine aggregate to specific gravity, compressive strength, and modulus of concrete elasticity 泡沫聚苯乙烯废掺量部分替代细骨料对混凝土比重、抗压强度和弹性模量的影响试验研究
Pub Date : 2022-03-30 DOI: 10.21831/jeatech.v3i1.42550
Bagas Habibilah, S. Widodo
This research aimed to determine the values of specific gravity, compressive strength, and modulus of concrete elasticity by replacing some fine aggregate with styrofoam. This research was done by using experimental methods in the Building Materials Laboratory, Department of Civil Engineering and Planning Education, Universitas Negeri Yogyakarta. The percentage of styrofoam addition as a partial substitute of fine aggregate was done at 0%, 15%, 30%, and 45%. Each percentage of styrofoam addition as a partial replacement of fine aggregate consisted of 3 cylindrical concrete specimens with a diameter of 150 mm and a height of 300 mm. Specific gravity testing of concrete was conducted 24 hours after concrete casting. The compressive strength and modulus of elasticity of the concrete were tested at 91 days. The results of the research showed that: (1) the specific gravity values of concrete decreased linearly with the value of 2345,83 kg/m3, 2242,45 kg/m3, 2154,88 kg/m3, and 2040,79 kg/m3, (2) the compressive strength values of concrete are 28,55 MPa, 18,52 MPa, 20,26 MPa, and 15,3 MPa, and (3) the modulus of elasticity values of concrete is 15969,61 MPa, 13395,58 MPa, 14994,2 MPa, dan 14479,03 MPa. From the test results, the optimal value at a percentage of 30% with a specific gravity value of concrete close to the lightweight concrete requirements and a compressive strength value meets the structural requirements.
本研究的目的是通过用泡沫聚苯乙烯代替一些细骨料来确定混凝土的比重、抗压强度和弹性模量。本研究是在日惹大学土木工程与规划教育系建筑材料实验室采用实验方法完成的。泡沫聚苯乙烯作为部分替代细骨料的添加比例分别为0%、15%、30%和45%。每个百分比的泡沫聚苯乙烯加入部分替代细骨料由3个直径为150 mm,高度为300 mm的圆柱形混凝土试件组成。混凝土浇筑后24小时进行混凝土比重试验。在91天测试混凝土的抗压强度和弹性模量。研究结果表明:(1)混凝土比重值依次为2345、83 kg/m3、2242、45 kg/m3、2154、88 kg/m3和2040、79 kg/m3,呈线性下降趋势;(2)混凝土抗压强度值分别为28、55 MPa、18、52 MPa、20、26 MPa和15、3 MPa;(3)混凝土弹性模量值分别为15969、61 MPa、13395、58 MPa、14994、2 MPa、14479、03 MPa。从试验结果来看,最佳配比为30%,混凝土比重值接近轻量化混凝土要求,抗压强度值满足结构要求。
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引用次数: 0
Portable Construction Maps (PCM) using location fingerprint positioning algorithm for construction worker safety 基于位置指纹定位算法的便携式施工地图(PCM)用于施工人员安全
Pub Date : 2022-03-30 DOI: 10.21831/jeatech.v3i1.43666
Annurdien Rasyid, Ahsan Firdaus, Dwi Setiawan, Hajidah Salsabila Allissa Fitri, P. Setialana
The existence of a work from home policy does not seem to have a substantial impact on construction workers. Cases of work accidents on infrastructure projects during the Covid-19 pandemic experienced a significant increase. As reported by BPJamsostek data that the number of work accident insurance claims in the first semester (January-June) 2020 reached 108,573 cases. An increase of 128% over the same period in the previous year.  One of the steps from the construction side to minimize the occurrence of work accidents is by marking dangerous locations or limiting them with a yellow line. The supervision is carried out by the Occupational Health and Safety division which supervises every worker by using hearing and sight senses. However, this supervision is deemed less effective and efficient considering the number of work accidents that continue to increase over time. Therefore, a worker location monitoring system based on An indoor positioning system called Portable Construction Maps (PCM) Using Location Fingerprint Positioning Algorithm for Construction Worker Safety was developed. The development of this system uses the algorithm Location Fingerprint as a method for estimating the location of workers in a construction building. Each worker will bring a device called the Worker Tag, in which there is a microcontroller (Espressif 32) with WiFi and Bluetooth module, which is used to capture wifi and bluetooth signals and calculate the Received signal strength indication(RSSI) which will be sent to the server to be processed using the location fingerprint algorithm. In addition, in the worker tag there is also a Passive Buzzer that is used to alert workers if they enter a dangerous area.
在家工作政策的存在似乎对建筑工人没有实质性的影响。2019冠状病毒病大流行期间,基础设施项目工作事故数量大幅增加。据BPJamsostek数据报道,2020年第一学期(1月至6月)工伤保险索赔数量达到108,573起。比上年同期增长128%。从施工方的一个步骤,以尽量减少工作事故的发生是通过标出危险的地方或限制它们与黄线。监督由职业健康和安全司执行,该司利用听觉和视觉对每一名工人进行监督。然而,考虑到工作事故的数量随着时间的推移不断增加,这种监督被认为是不那么有效和高效的。因此,开发了一种基于室内定位系统的便携式施工地图(PCM)基于位置指纹定位算法的建筑工人安全位置监控系统。本系统的开发采用位置指纹算法作为建筑施工人员位置估计的方法。每个工人将携带一个名为worker Tag的设备,其中有一个带有WiFi和蓝牙模块的微控制器(expressif 32),用于捕获WiFi和蓝牙信号并计算接收信号强度指示(RSSI),然后将其发送给服务器,使用位置指纹算法进行处理。此外,在工人标签中还有一个被动蜂鸣器,用于在工人进入危险区域时提醒他们。
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引用次数: 0
The Effect of Water-to-Cement Ratio on the Penetrability of Cement Grouts: An Experimental Investigation 水灰比对水泥浆液渗透性影响的试验研究
Pub Date : 2022-03-01 DOI: 10.24203/ajet.v10i1.6890
D. Christodoulou
The use of very fine cement grouts for injection into fine-to-medium sands has been proposed to circumvent problems associated with the permanence and toxicity of chemical grouts and the inability of ordinary cement grouts to permeate soil formations finer than coarse sand.  A laboratory investigation was conducted in order to evaluate the penetrability of cement suspensions. Four gradations from CEM I (according to EN 197-1) type of cement were used having nominal maximum grain sizes of 100 μm, 40 μm, 20 μm and 10 μm. The properties of suspensions, with water-to-cement (W/C) ratios of 1:1, 2:1 and 3:1 by weight, were determined in terms of apparent viscosity. Penetrability was evaluated by conducting one-dimensional injections into five different, clean sands using a specially constructed device. Penetrability of cement suspensions increases with increasing water-to-cement (W/C) ratio and cement fineness. Microfine cement suspensions with water-to-cement (W/C) ratios of 2:1 and 3:1 can penetrate into medium-to-fine sands.
为了避免化学注浆的持久性和毒性以及普通注浆无法渗透到比粗砂更细的土壤地层中,已经提出将非常细的水泥灌浆注入到细至中砂土中。为了评价水泥悬浮液的渗透性,进行了实验室研究。采用CEM I(根据EN 197-1)水泥的四种级配,其标称最大粒径为100 μm、40 μm、20 μm和10 μm。水灰比(W/C)分别为1:1、2:1和3:1(重量比)的悬浮液,其性能根据表观粘度进行测定。通过使用特殊构造的装置对五种不同的清洁砂进行一维注入,以评估渗透能力。水泥悬浮液渗透性随水灰比和水泥细度的增大而增大。水灰比(W/C)为2:1和3:1的微细水泥悬浮液可以渗透到中细砂中。
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引用次数: 0
期刊
Asian Journal of Engineering and Applied Technology
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