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Surface Roughness Optimization of AL 7075 Aluminum Alloy in Hole Turning Process AL 7075铝合金孔车削加工表面粗糙度优化
Pub Date : 2021-01-01 DOI: 10.29027/IJIRASE.V4.I7.2021.807-810
Ömer Seçgin
- One of the main purposes of machining is to minimize the surface roughness of the workpiece. In this study, the hole turning operation was applied to AL7075 alloy. First, the parts were drilled on a CNC lathe with an HSS drill. Then the holes were turned. The effects of turning parameters on surface roughness were determined by Signal/Noise analysis. As a result of the study, it has been determined that the most important parameter for surface roughness is the cutting speed. It has also been found that the use of a small amount of cutting depth gives a better surface roughness.
-加工的主要目的之一是尽量减少工件的表面粗糙度。在本研究中,对AL7075合金进行了孔车削加工。首先,用高速钢钻在数控车床上钻出零件。然后把这些洞翻了。通过信噪比分析确定车削参数对表面粗糙度的影响。研究结果表明,切削速度是影响表面粗糙度的最重要参数。还发现,使用少量的切削深度可获得较好的表面粗糙度。
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引用次数: 0
Assessment of Distribution System Reliability and Possible Mitigation by Using Reclosers and Disconnectors: The Case of Cotobie Distribution Station 配电系统可靠性评估及合闸和分离器的可能缓解:以Cotobie配电站为例
Pub Date : 2020-11-01 DOI: 10.29027/IJIRASE.V4.I5.2020.774-784
Seada Hussen, K. Ibrahim
- The distribution system reliability assessment deals with availability and quality of power supply at each customer service entrance. This paper focuses the assessment of power distribution reliability of Addis Ababa city which is connected from Cotebie distribution substation and the possibility of using smart reclosers and disconnectors to mitigate the urgent and pressing power interruption problems. Depending of the assessment result Cotebie distribution substation has reliability indices such as average frequency of interruption is 133.37 interruptions per year per customer and the average interruption duration is 187.31 hours per year per customer. This value shows the substation has greater reliability problems and the substation does not meet the requirements set by the regulatory body that is Ethiopian Electric Authority (EEA). In this paper, the reliability is improved in to 22.27 interruptions per year per customer average frequency of interruption and the average interruption duration is 31.274 hours per year per customer. It can also improve above this value depending of the segment and recloser number. The designed system is simulated using WindMil software that is used to analyze the reliability of the overall system. The simulation of the designed model shows that the application of smart reclosers and disconnector coordination can improve the reliability from 50% up to 83.3%.
—配电系统可靠性评估涉及每个客户服务入口供电的可用性和质量。本文重点对亚的斯亚贝巴市由Cotebie配电变电站连接的配电可靠性进行了评估,并探讨了采用智能合闸和断开器来缓解紧急和紧迫的停电问题的可能性。根据评估结果,Cotebie配电所的平均中断频率为133.37次/年,平均中断时间为187.31小时/年。该值表明变电站存在较大的可靠性问题,变电站不符合埃塞俄比亚电力局(EEA)规定的监管机构的要求。本文将可靠性提高到每客户平均中断频率为22.27次/年,平均中断时长为31.274小时/年。根据分段和重合闸数量的不同,它也可以提高到这个值以上。利用windmill软件对设计的系统进行了仿真,分析了整个系统的可靠性。仿真结果表明,采用智能合闸与隔离器配合,可将系统可靠性从50%提高到83.3%。
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引用次数: 0
Wine Quality and Taste Classification Using Machine Learning Model 基于机器学习模型的葡萄酒质量和味道分类
Pub Date : 2020-10-01 DOI: 10.29027/IJIRASE.V4.I4.2020.715-721
Anurag Sinha, Atul Kumar
In recent years the product quality has been one of the crucial parts for every single industry. The conventional methods for assessing the product quality are very time consuming and also not having the optimal result however with the resultant in dynamic Technology movement. We have the concepts of machine learning and data science through this technique it’s become more efficient to assess or to predict any kind of thing efficiently. In this paper, we have explored several machine learning techniques for evaluating wine quality based on different metrics and properties related to wine quality. In this paper, we have also used several machine learning algorithms to rank the quality of wines and investigate why people make the wine taste more interesting. We have selected the features using the most popular machine learning techniques. We used different types of datasets for this particular study. Keywords— Data science, machine learning, wine dataset, Logistic Regression, Stochastic gradient descent, Support Vector Classifier, Random Forest
近年来,产品质量已成为每一个行业的关键部分之一。传统的产品质量评估方法耗时长,而且由于技术的动态变化,结果也不理想。我们有了机器学习和数据科学的概念,通过这种技术,它变得更有效地评估或预测任何类型的事情。在本文中,我们探索了几种基于与葡萄酒质量相关的不同指标和属性来评估葡萄酒质量的机器学习技术。在本文中,我们还使用了几种机器学习算法来对葡萄酒的质量进行排名,并调查为什么人们会让葡萄酒的味道更有趣。我们选择了使用最流行的机器学习技术的特征。我们在这项研究中使用了不同类型的数据集。关键词:数据科学,机器学习,葡萄酒数据集,逻辑回归,随机梯度下降,支持向量分类器,随机森林
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引用次数: 5
IoT BASED UNDERGROUND DRAINAGE MONITORING SYSTEM 基于物联网的地下排水监测系统
Pub Date : 2020-09-30 DOI: 10.35940/ijrte.c4354.099320
K. Kumar, G. Chandhini, B. Chithra, Kiruthikadevi P Bhagyasasi
Underground drainage monitoring system plays animportant role in keeping the cities clean and healthy. Comparedto other countries, India consists of highest number of sewageworkers. Exposure of sewage workers to poisonous gases likehydrogen sulphide, sulphur dioxide, carbon monoxide, methane,ammonia, nitrogen oxide increases the death of the sewageworkers. The main aim of this project is to design a networksystem which helps in monitoring poisonous gases present insewage. Whenever the gas level crosses the threshold value, theinformation with different gas ppm values is displayed in thesmart phone through the app. It also indicates whether it is safefor the manual scavengers to work in the environment or not.
地下排水监测系统在保持城市清洁和健康方面发挥着重要作用。与其他国家相比,印度的污水处理工人人数最多。污水处理工人暴露在有毒气体中,如硫化氢、二氧化硫、一氧化碳、甲烷、氨、氮氧化物,增加了污水处理工人的死亡率。本项目的主要目的是设计一个网络系统,帮助监测污水中存在的有毒气体。当气体浓度超过阈值时,智能手机上就会通过app显示不同气体ppm值的信息,同时还会显示人工除尘器在该环境下工作是否安全。
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引用次数: 4
KYC Optimization using Blockchain Smart Contract Technology 基于区块链智能合约技术的KYC优化
Pub Date : 2020-09-01 DOI: 10.29027/IJIRASE.V4.I3.2020.669-674
A. Yadav, Ramendra Kumar Bajpa
— In the present scenario, it is vital for any organization, especially the financial organizations, to understand customers and their financial dealings better. KYC is a process to verify identity and related details of corresponding customers. The current KYC mechanism has a severe concern in financial institutions as it requires separate ledger for the separate financial organizations. Every institution has its KYC process, which sometimes may include third-party, which may cause increased maintenance cost, time and redundancy. There is considerable wastage of costs in the form of opportunity cost, maintenance cost, customer verification cost and many more of around $27 million according to an economic survey. The current KYC process is very time-consuming, and it decreases the user experience. We have proposed an enhanced KYC system using blockchain technology to improve the existing KYC system. An inherent feature of the DLT is used to remove the third-party involvement, and smart contracts are used to build our logic in the mobility of the data. Blockchain technology has various types of cryptographic security which provide a safer place to transact over an unsecured channel. Using the facility of DLT, cryptography and consensus mechanism of blockchain, the proposed model of KYC process can optimize storing, updating, sharing of data and accessing operations along with enhanced security, transparency and privacy. It also enhances customer ownership and improves customer experience. It not only reduces the time duration and document update problem but also saves opportunity cost, aggregation, cost, maintenance cost and many more costs, which can affect the performance of any organization.
-在目前的情况下,对任何组织,特别是金融组织来说,更好地了解客户及其金融交易是至关重要的。KYC是验证相应客户的身份和相关详细信息的过程。目前的KYC机制在金融机构中受到严重关注,因为它要求单独的金融组织单独分类账。每个机构都有自己的KYC流程,有时可能包括第三方,这可能会增加维护成本、时间和冗余。根据一项经济调查,机会成本、维护成本、客户验证成本等成本的浪费相当大,约为2700万美元。当前的KYC流程非常耗时,并且降低了用户体验。我们提出了一种使用区块链技术改进现有KYC系统的增强KYC系统。DLT的固有特性用于消除第三方参与,智能合约用于在数据的移动性中构建我们的逻辑。区块链技术具有各种类型的加密安全性,可以在不安全的通道上提供更安全的交易场所。利用区块链的DLT、密码学和共识机制,所提出的KYC流程模型可以优化数据的存储、更新、共享和访问操作,同时增强安全性、透明度和隐私性。它还增强了客户所有权并改善了客户体验。它不仅减少了持续时间和文档更新问题,而且节省了机会成本、聚合成本、维护成本和更多的成本,这些成本可以影响任何组织的绩效。
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引用次数: 10
Used Car Price Prediction using K-Nearest Neighbor Based Model 基于k -最近邻模型的二手车价格预测
Pub Date : 2020-08-01 DOI: 10.29027/IJIRASE.V4.I2.2020.629-632
K. Samruddhi, R. A. Kumar
: Predicting the price of used cars is one of the significant and interesting areas of analysis. As an increased demand in the second-hand car market, the business for both buyers and sellers has increased. For reliable and accurate prediction it requires expert knowledge about the field because of the price of the cars dependent on many important factors. This paper proposed a supervised machine learning model using KNN (K Nearest Neighbor) regression algorithm to analyze the price of used cars. We trained our model with data of used cars which is collected from the Kaggle website. Through this experiment, the data was examined with different trained and test ratios. As a result, the accuracy of the proposed model is around 85% and is fitted as the optimized model.
预测二手车的价格是一个重要而有趣的分析领域。随着二手车市场需求的增加,买卖双方的业务都有所增加。由于汽车的价格取决于许多重要因素,因此需要对该领域的专业知识进行可靠和准确的预测。本文提出了一种基于KNN (K最近邻)回归算法的监督机器学习模型,用于二手车价格分析。我们用从Kaggle网站收集的二手车数据来训练我们的模型。通过本实验,采用不同的训练比和测试比对数据进行检验。结果表明,该模型的拟合精度在85%左右,是最优模型。
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引用次数: 21
Experimental Study on Strength and Durability Properties of High Strength Concrete Using Mineral Admixtures and Copper Slag 矿物掺合料与铜渣高强混凝土强度耐久性试验研究
Pub Date : 2020-08-01 DOI: 10.29027/IJIRASE.V4.I2.2020.622-628
V. B, K. Arumugam, M. Vijayakumar, Akila R
: Concrete is the most widely used building material. In worldwide the high rise buildings are constructed by using high strength concrete mode only. Growing demand for construction materials necessitated the usage of alternative materials in the production of conventional concrete. Now a day’s fine aggregate source is reduced due to high consumption, so some material is needed to replacing of sand. The objective of this work is to study the strength and durability properties of concrete. Here M 70 grade concrete used and concrete containing copper slag as partial replacement of fine aggregate and mineral admixture as partial replacement of cement in the concrete mix design. Copper slag content has been 40% as a replacement of fine aggregate and silica fume 5%,10%,15% & 20% and GGBS 5%,10%,15% & 20% as a replacement of cement respectively .This research paper study on strength test& Durability test. The test results show 40% replacement of fine aggregate as copper slag gives them more strength. And Silica fume & GGBS as partial replacement of cement (up to 15%). From the results, it was observed that the use of copper slag and mineral admixture in concrete has shown a considerable increase in strength and reduction of the cost when compared with normal concrete.
混凝土是应用最广泛的建筑材料。在世界范围内,高层建筑都是采用高强混凝土模式建造的。对建筑材料日益增长的需求要求在生产传统混凝土时使用替代材料。现在一天的细骨料来源由于消耗高而减少,所以需要一些材料来替代砂石。本工作的目的是研究混凝土的强度和耐久性。在混凝土配合比设计中,采用m70级混凝土,含铜渣混凝土部分替代细骨料,含矿物外加剂部分替代水泥。铜渣掺量为40%替代细骨料,硅灰掺量为5%、10%、15%和20%,GGBS掺量为5%、10%、15%和20%替代水泥,进行了强度试验和耐久性试验。试验结果表明,用40%的细骨料代替铜渣可以提高铜渣的强度。硅粉和GGBS作为水泥的部分替代品(可达15%)。结果表明,在混凝土中掺入铜渣和矿物掺合料,与普通混凝土相比,强度有明显提高,成本有明显降低。
{"title":"Experimental Study on Strength and Durability Properties of High Strength Concrete Using Mineral Admixtures and Copper Slag","authors":"V. B, K. Arumugam, M. Vijayakumar, Akila R","doi":"10.29027/IJIRASE.V4.I2.2020.622-628","DOIUrl":"https://doi.org/10.29027/IJIRASE.V4.I2.2020.622-628","url":null,"abstract":": Concrete is the most widely used building material. In worldwide the high rise buildings are constructed by using high strength concrete mode only. Growing demand for construction materials necessitated the usage of alternative materials in the production of conventional concrete. Now a day’s fine aggregate source is reduced due to high consumption, so some material is needed to replacing of sand. The objective of this work is to study the strength and durability properties of concrete. Here M 70 grade concrete used and concrete containing copper slag as partial replacement of fine aggregate and mineral admixture as partial replacement of cement in the concrete mix design. Copper slag content has been 40% as a replacement of fine aggregate and silica fume 5%,10%,15% & 20% and GGBS 5%,10%,15% & 20% as a replacement of cement respectively .This research paper study on strength test& Durability test. The test results show 40% replacement of fine aggregate as copper slag gives them more strength. And Silica fume & GGBS as partial replacement of cement (up to 15%). From the results, it was observed that the use of copper slag and mineral admixture in concrete has shown a considerable increase in strength and reduction of the cost when compared with normal concrete.","PeriodicalId":447225,"journal":{"name":"International Journal of Innovative Research in Applied Sciences and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133958247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of Motor Action and Motor Imagery Signals for BCI Applications 脑机接口应用中运动动作和运动图像信号的分析
Pub Date : 2020-08-01 DOI: 10.29027/IJIRASE.V4.I2.2020.612-616
B. Vivekananthan, R. Nithya, B. Divya
— Brain Computer Interface ( BCI) is a computerized system that acquires brain signals, extracts and classifies features during different mental activities, and converts them into correct control signals, and transfers them to external devices. BCI helps people with motor disabilities. Real-time application of a BCI system needs an efficient classification of motor tasks. Motor Imagery task identification based on EEG signals is still challenging for researchers. Extraction of robust, mutual information and discriminative features which can be converted into device commands is the biggest challenge in Motor Imagery BCI system. This study aims to analyse the effectiveness of motor and motor imagery classification for left hand and right-hand movements. The motor and motor imagery of left and right-hand movements is defined using statistical features of a higher order that are fed to classifier SVM and Random Forest Classifier. Using SVM classifier, for motor action the classification accuracy of 62.5% was reached and for motor imagery classification accuracy of 45.83% was reached. Using random forest classifier, for motor action the classification accuracy of 80.2% was reached and for motor imagery classification accuracy of 64.58% was reached.
-脑机接口(BCI)是一种计算机化的系统,它可以获取大脑信号,提取和分类不同心理活动中的特征,并将其转换为正确的控制信号,并将其传输到外部设备。脑机接口帮助有运动障碍的人。脑机接口系统的实时应用需要对运动任务进行有效的分类。基于脑电信号的运动意象任务识别仍然是研究人员面临的挑战。提取鲁棒、互信息和判别特征并将其转化为设备命令是运动图像BCI系统面临的最大挑战。本研究旨在分析运动和运动意象分类对左手和右手运动的有效性。使用高阶统计特征定义左、右运动的运动和运动图像,这些特征被馈送给分类器SVM和随机森林分类器。使用SVM分类器对运动动作的分类准确率达到62.5%,对运动图像的分类准确率达到45.83%。使用随机森林分类器,对运动动作的分类准确率达到80.2%,对运动图像的分类准确率达到64.58%。
{"title":"Analysis of Motor Action and Motor Imagery Signals for BCI Applications","authors":"B. Vivekananthan, R. Nithya, B. Divya","doi":"10.29027/IJIRASE.V4.I2.2020.612-616","DOIUrl":"https://doi.org/10.29027/IJIRASE.V4.I2.2020.612-616","url":null,"abstract":"— Brain Computer Interface ( BCI) is a computerized system that acquires brain signals, extracts and classifies features during different mental activities, and converts them into correct control signals, and transfers them to external devices. BCI helps people with motor disabilities. Real-time application of a BCI system needs an efficient classification of motor tasks. Motor Imagery task identification based on EEG signals is still challenging for researchers. Extraction of robust, mutual information and discriminative features which can be converted into device commands is the biggest challenge in Motor Imagery BCI system. This study aims to analyse the effectiveness of motor and motor imagery classification for left hand and right-hand movements. The motor and motor imagery of left and right-hand movements is defined using statistical features of a higher order that are fed to classifier SVM and Random Forest Classifier. Using SVM classifier, for motor action the classification accuracy of 62.5% was reached and for motor imagery classification accuracy of 45.83% was reached. Using random forest classifier, for motor action the classification accuracy of 80.2% was reached and for motor imagery classification accuracy of 64.58% was reached.","PeriodicalId":447225,"journal":{"name":"International Journal of Innovative Research in Applied Sciences and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127855315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Smart System for Attendance 智能考勤系统
Pub Date : 2020-06-01 DOI: 10.29027/ijirase.v3.i12.2020.587-592
Preeti Pandey, D. J. Arvindhar
{"title":"Smart System for Attendance","authors":"Preeti Pandey, D. J. Arvindhar","doi":"10.29027/ijirase.v3.i12.2020.587-592","DOIUrl":"https://doi.org/10.29027/ijirase.v3.i12.2020.587-592","url":null,"abstract":"","PeriodicalId":447225,"journal":{"name":"International Journal of Innovative Research in Applied Sciences and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116108430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A review on Fabrication Methods and Analysis of Mechanical Properties of Metal Foams 金属泡沫材料的制备方法及力学性能分析
Pub Date : 2020-05-01 DOI: 10.29027/ijirase.v3.i11.2020.548-559
A. Nawaz, S. Rani
Metal foams are manufactured by various methods which include foaming of molten metal alloy and powder metallurgical processing. Some non conventional methods have also been developed for the manufacturing of metal foams. Metal foams have many interesting characteristics such as high resistance to deformation (stiffness), low specific gravity (specific weight), high resistance to compression and high energy absorption etc. Because of these characteristics metal foams find wide applications mainly in the field of construction where light weight is required, crash and impact energy absorption and in the field of thermal and sound insulation. Metal foams are cellular structure which consists of solid metal mainly (Aluminium, steels, iron etc) with micro pores filled with gas (hydrogen, carbon di oxide, nitrogen, argon etc). The metal foams are open cell or closed cell in nature. The gas comprises a large part of the volume of metal foam. In this review paper different methods for producing metal foam and their mechanical properties analysis are discussed especially for aluminium foam.
金属泡沫的制造方法多种多样,包括熔融金属合金的发泡和粉末冶金加工。一些非传统的方法也被开发出来用于制造金属泡沫。金属泡沫有许多有趣的特性,如高抗变形(刚度),低比重(比重),高抗压缩和高能量吸收等。由于这些特点,金属泡沫材料主要在要求重量轻的建筑领域、碰撞和冲击能量吸收以及隔热和隔音领域得到广泛应用。金属泡沫是一种由固体金属(铝、钢、铁等)和充满气体(氢、二氧化碳、氮、氩等)的微孔组成的细胞结构。金属泡沫的性质有开孔和闭孔两种。气体占金属泡沫体积的很大一部分。本文讨论了金属泡沫的各种制备方法及其力学性能分析,特别是泡沫铝的力学性能分析。
{"title":"A review on Fabrication Methods and Analysis of Mechanical Properties of Metal Foams","authors":"A. Nawaz, S. Rani","doi":"10.29027/ijirase.v3.i11.2020.548-559","DOIUrl":"https://doi.org/10.29027/ijirase.v3.i11.2020.548-559","url":null,"abstract":"Metal foams are manufactured by various methods which include foaming of molten metal alloy and powder metallurgical processing. Some non conventional methods have also been developed for the manufacturing of metal foams. Metal foams have many interesting characteristics such as high resistance to deformation (stiffness), low specific gravity (specific weight), high resistance to compression and high energy absorption etc. Because of these characteristics metal foams find wide applications mainly in the field of construction where light weight is required, crash and impact energy absorption and in the field of thermal and sound insulation. Metal foams are cellular structure which consists of solid metal mainly (Aluminium, steels, iron etc) with micro pores filled with gas (hydrogen, carbon di oxide, nitrogen, argon etc). The metal foams are open cell or closed cell in nature. The gas comprises a large part of the volume of metal foam. In this review paper different methods for producing metal foam and their mechanical properties analysis are discussed especially for aluminium foam.","PeriodicalId":447225,"journal":{"name":"International Journal of Innovative Research in Applied Sciences and Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126235633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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International Journal of Innovative Research in Applied Sciences and Engineering
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