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Investigating the Effect of Wire Electrical Discharge Machining Factors for Ductile Cast Iron (ASTM A536) 球墨铸铁(ASTM A536)线材放电加工因素影响的研究
Q3 Decision Sciences Pub Date : 2021-06-10 DOI: 10.22068/IJIEPR.1120
Marwa El-Mahalawy, M. Samuel, N. Fouda, S. El-Bahloul
Wire Electrical Discharge Machining (WEDM) is a non-traditional thermal machining process used to manufacture irregularly profiled parts. Machining of ductile cast iron (ASTM A536) under several machining factors, which affect the WEDM process, is presented. The considered machining factors are pulse on time (Ton), pulse off (Toff), peak current (Ip), voltage (V), and wire speed (S). To optimize the machining factors, their setting is performed via an experimental design using the Taguchi method. The optimization objective is to achieve maximum Material Removal Rate (MRR) and minimum Surface Roughness (SR). Additionally, the analysis of variance (ANOVA) is used to identify the most significant factor. Also, a regression analysis is carried out to forecast the MRR and SR dependent on defined machining factors. Depending on consequences, the best regulation factors for reaching the maximum MRR are Ton = 32 μs, Toff = 8 μs, Ip = 4 A, S = 40 mm/min. and V = 70 volt. Whereas, the optimal control factors that achieve the minimum SR is Ton = 8 μs, Toff = 8 μs, Ip = 2 A, S = 20 mm/min, and V= 30 volt. It is hypothesized that the perfect combination of control factors that achieves minimum SR and maximum MRR is Ton = 8 μs, Toff = 8 μs, Ip=5 A, S=50 mm/min. The microstructure of the machined surface in the optimal machining conditions shows a very narrow recast layer at the top of the machined surface.
线切割加工(WEDM)是一种用于制造异形零件的非传统热加工工艺。介绍了影响电火花线切割加工的几种加工因素对球墨铸铁(ASTM A536)的加工影响。考虑的加工因素是脉冲接通时间(Ton),脉冲关闭(Toff),峰值电流(Ip),电压(V)和线速度(S)。为了优化加工因素,通过使用田口方法的实验设计进行了它们的设置。优化目标是实现最大的材料去除率(MRR)和最小的表面粗糙度(SR)。此外,方差分析(ANOVA)是用来确定最显著的因素。此外,还进行了回归分析,预测MRR和SR依赖于定义的加工因素。根据不同的结果,达到最大MRR的最佳调节因子为Ton = 32 μs, Toff = 8 μs, Ip = 4 A, S = 40 mm/min。V = 70伏。而实现最小SR的最优控制因子为:Ton = 8 μs, Toff = 8 μs, Ip = 2 A, S = 20 mm/min, V= 30伏。假设达到最小SR和最大MRR的控制因子的最佳组合为:Ton = 8 μs, Toff = 8 μs, Ip=5 A, S=50 mm/min。在最佳加工条件下,加工表面的显微组织显示在加工表面的顶部有一个非常窄的重铸层。
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引用次数: 1
Detecting Valuable Customers Using the Trade Patterns of Financial Transactions Applying Integrated RFM and OLAP 应用集成RFM和OLAP的金融交易模式检测有价值客户
Q3 Decision Sciences Pub Date : 2021-06-10 DOI: 10.22068/IJIEPR.32.3.5
Shima Khalilinezhad, H. Fazlollahtabar, B. Minaei-Bidgoli, H. E. Nosratabadi
One of the challenges that banks are faced with is recognition and differentiation of customers and providing customized services to them. Recognizing valuable customers based on their field of business is one of the key objectives and competitive advantages of banks. To determine guild patterns of the valuable customers based on their transactions and value of each guild for the bank, the banking tools on which the customer’s transactions take place need to be surveyed. Using deeper insights into the value of each guild, banks can provide customized services to ensure satisfaction and loyalty of their customers. Study population was comprised of the holders of point of sale (POS) devices in different guilds and the transactions done through the devices in an 18-months period. Datamining methods were employed on the set of data and the results were analyzed. Data preparation and analysis were done though online analytical processing (OLAP) method and to find guild patterns of the bank customers, value of each customer was determined using recency, frequency, monetary (RFM) method and clustered based on K-means algorithm. Finally, specifications of customers in the most valuable cluster were analyzed based on their guilds and the rules were extracted from the model developed using C5 decision tree algorithm.
银行面临的挑战之一是客户的识别和差异化,并为他们提供定制服务。根据客户的业务领域识别有价值的客户是银行的主要目标和竞争优势之一。为了根据有价值客户的交易和每个行业对银行的价值来确定有价值客户的行业模式,需要对客户进行交易的银行工具进行调查。通过更深入地了解每个行业的价值,银行可以提供定制服务,以确保客户的满意度和忠诚度。研究人群包括不同行业的销售点(POS)设备持有者以及在18个月内通过这些设备完成的交易。对数据集进行数据挖掘,并对结果进行分析。通过在线分析处理(OLAP)方法进行数据准备和分析,利用RFM方法确定每个客户的价值,并基于K-means算法聚类,找到银行客户的行会模式。最后,基于客户所在行业对最有价值集群的客户规格进行分析,并从C5决策树算法构建的模型中提取规则。
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引用次数: 2
Design and Implementation Strategies of 5S in Industry 工业5S的设计与实施策略
Q3 Decision Sciences Pub Date : 2021-03-31 DOI: 10.26706/jpie.2.1.20210103
Nilesh C Kanojiya
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引用次数: 0
Fiber-Reinforced Polymer Composites: A Study 纤维增强聚合物复合材料的研究
Q3 Decision Sciences Pub Date : 2021-02-15 DOI: 10.26706/jpie.2.1.20210102
Karthikraj B. Tavarageri
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引用次数: 0
A new approach in the network DEA models for measurement of productivity of decision-making units using multi-objective programming method 基于多目标规划法的网络DEA模型中决策单位生产率测度的新方法
Q3 Decision Sciences Pub Date : 2021-02-01 DOI: 10.22068/IJIEPR.33.2.6
Jafar Esmaeeli, M. Amiri, H. Taghizadeh
So far, numerous studies have been developed to evaluate the performance of “Decision-Making Units (DMUs)” through “Data Envelopment Analysis (DEA)” and “Network Data Envelopment Analysis (NDEA)” models in different places, but most of these studies have measured the performance of DMUs by efficiency criteria. The productivity is considered as a key factor in the success and development of DMUs and its evaluation is more comprehensive than efficiency evaluation. Recently, studies have been developed to evaluate the productivity of DMUs through the mentioned models but firstly, the number of these studies especially in NDEA models is scarce, and secondly, productivity in these studies is often evaluated through the “productivity indexes”. These indexes require at least two time periods and also the two important elements of efficiency and effectiveness in these studies are not significantly evident. So, the purpose of this study is to develop a new approach in the NDEA models using “Multi-Objective Programming (MOP)” method in order to measure productivity of DMUs through efficiency and effectiveness “simultaneously, in one stage, in a period, and interdependently”. “Simultaneous and single-stage” study provides the advantage of sensitivity analysis in the model. One case study demonstrates application of the proposed approach in the branches of a Bank. Using proposed approach revealed that it is possible for a branch to be efficient by considering its subdivisions separately but not be efficient by considering the conjunction between its subdivisions. In addition, a branch may be efficient by considering the conjunction between its subdivisions but not be productive. Efficient branches are not necessarily productive, but productive branches are also efficient.
迄今为止,各地已经开展了大量研究,通过“数据包络分析(DEA)”和“网络数据包络分析(NDEA)”模型来评估“决策单元”的绩效,但这些研究大多以效率标准来衡量决策单元的绩效。生产率被认为是决策单元成功和发展的关键因素,其评价比效率评价更为全面。近年来,已有研究通过上述模型来评价dmu的生产率,但首先,这些研究的数量较少,特别是在NDEA模型中,其次,这些研究中的生产率往往是通过“生产率指标”来评价的。这些指标至少需要两个时间段,而且效率和有效性这两个重要因素在这些研究中并不明显。因此,本研究的目的是利用“多目标规划(Multi-Objective Programming, MOP)”方法,在NDEA模型中开发一种新的方法,通过“同时、在一个阶段、在一个时期、相互依赖”的效率和有效性来衡量dmu的生产力。“同时单阶段”研究提供了模型敏感性分析的优势。一个案例研究演示了该方法在某银行分支机构中的应用。使用所提出的方法表明,分支可以通过单独考虑其子分支来提高效率,但如果考虑其子分支之间的连接则无法提高效率。此外,一个分支通过考虑其分支之间的连接可能是有效的,但不是生产性的。高效的分支不一定是高效的,但高效的分支也是高效的。
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引用次数: 0
Automated transmission of hand water pumps in remote towns of Nigeria: Attaining a sustainable development project management 尼日利亚偏远城镇手动水泵自动输送:实现可持续发展项目管理
Q3 Decision Sciences Pub Date : 2021-01-26 DOI: 10.26706/jpie.2.1.20200802
Obed John Dagwa
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引用次数: 0
Examining the environmental facilities on residents’ gratification in government estates - A Case Study of Borno State, Nigeria 政府地产环境设施对居民满意度的影响研究——以尼日利亚博尔诺州为例
Q3 Decision Sciences Pub Date : 2021-01-21 DOI: 10.26706/jpie.2.1.20200707
Obed John Dagwa
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引用次数: 0
Optimistic Implementation of Supply Chain Management in Small & Medium Enterprise: Approach using Grey Relational Analysis (GRA) 中小企业供应链管理的乐观实施:灰色关联分析(GRA)方法
Q3 Decision Sciences Pub Date : 2021-01-10 DOI: 10.22068/IJIEPR.32.1.65
M. Phate, S. Toney, V. Phate
Supply chain management (SCM) is very well known efficient and effective managerial tool to check and analyze the performance of any enterprises. In the present work, efforts have taken to analyze and optimize the performance of small & medium enterprise (SME) in Pune region India. For this purpose a SCM based framework is prepared to get the realistic data from the industries through the questionnaire prepared on the basic of literature and the expert opinions. After finalizing the effective framework fitted to the various enterprises, a data in the pointer scale has been collected from the various stakeholders of the enterprises. The grey relational analysis (GRA), a multi-response optimization tool has been effectively used for getting the optimize result which will help the enterprises to plan the strategies for the betterment of the enterprises. Optimum results were implemented in the other enterprises. The responses were measured and compare with the optimum solution. From the responses, it has been observed that there is a significant enhancement in the response level of the other enterprises. Thus the SCM was effectively used for enhancing the performance of the SMEs in the region.
供应链管理(SCM)是众所周知的检查和分析任何企业绩效的高效管理工具。在目前的工作中,努力采取了分析和优化中小企业在印度浦那地区的绩效。为此,准备了一个基于供应链管理的框架,通过在文献和专家意见的基础上编制问卷,从行业中获取现实数据。在确定了适合于各个企业的有效框架后,从企业的各个利益相关者那里收集了一个指针尺度的数据。利用灰色关联分析(GRA)这一多响应优化工具,有效地获得了优化结果,从而帮助企业进行战略规划,实现企业的更好发展。优化结果在其他企业得到了应用。测量了反应,并与最优方案进行了比较。从企业的反应来看,其他企业的反应水平都有明显的提升。因此,供应链管理被有效地用于提高该地区中小企业的绩效。
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引用次数: 0
Research on Advanced Streaming Processing on Apache Spark 基于Apache Spark的高级流处理研究
Q3 Decision Sciences Pub Date : 2021-01-10 DOI: 10.22068/IJIEPR.32.1.133
A.K.V.K Sasikanthr, K. Samatha, N. Deshai, B. Sekhar, S. Venkatramana
Today’s digital world computations are tremendously difficult and they always demand essential requirements to significantly process and store datasets of enormous size for a wide variety of applications. Since the volume of digital world data is enormous, unstructured data are mostly generated at high velocity beyond limits and are doubled day by day. Over the last decade, many organizations have been facing major problems in handling and processing massive chunks of data, which could not be processed efficiently due to lack of enhancements on existing and conventional technologies. This paper addresses how to overcome these problems efficiently using the most recent and world primary powerful data processing tool, namely clean open-source Hadoop, one of its core components being Map Reduce that is subject to few performance issues. The objective of this paper is to address and overcome the limitations and weaknesses of Map Reduce with Apache Spark.
今天的数字世界的计算是非常困难的,他们总是需要重要的要求,以显着处理和存储各种各样的应用程序的巨大规模的数据集。由于数字世界的数据量是巨大的,非结构化数据大多以超出限制的高速产生,并且每天都在翻倍。在过去的十年中,许多组织都面临着处理大量数据的主要问题,由于缺乏对现有和传统技术的增强,这些数据无法有效地处理。本文讨论了如何使用最新的、世界上最强大的数据处理工具,即干净的开源Hadoop,有效地克服这些问题,它的核心组件之一是Map Reduce,它几乎没有性能问题。本文的目的是解决和克服mapreduce与Apache Spark的局限性和弱点。
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引用次数: 0
SUPPLY CHAIN INTEGRATION AND HEALTH FIRMS OPERATIONAL PERFORMANCE- IMPLICATIONS FOR UNDERDEVELOPMENT COUNTRIES 供应链整合与卫生公司运营绩效——对欠发达国家的影响
Q3 Decision Sciences Pub Date : 2021-01-10 DOI: 10.22068/IJIEPR.32.1.143
A. Hamid
Based on RBV Theory The study investigated the effect of Supply Chain integration (SCI) on medical sector Operational Performance (OP). the data were collected from 307 managers out of 330 managers, by questionnaire, which adopted from previous studies and refined through experts’ interviews and the panel of judge. Statistical techniques such as descriptive statistics, correlation, and SEM were employed. The results of the study indicated a positive significant relationship between SCI and medical sector OP. The results also indicated that the managers in Medical Sector were almost similar in their preference of the customer integration and internal integration indicators. Furthermore, empirical results indicated that the interactions between the two components of SCI effect strongly on and OP. Results indicated that the internal integration was having the highest effect on OP, followed by customer. The study shows Theoretical and Practical implications. Theoretically the SCI require higher level of internal integration. Thus, for an institution to support the participation of partners it must create a suitable internal integration. Practically the full collaboration of participation and they integrate the firm internally and externally that should lead to high performance. Moreover, the study provided a suggestion for future research.
基于RBV理论,研究了供应链整合(SCI)对医疗行业经营绩效(OP)的影响。数据收集自330名管理者中的307名,采用问卷调查的方式,通过专家访谈和评审小组进行完善。统计技术,如描述性统计,相关和扫描电镜被采用。研究结果表明,SCI与医疗行业绩效之间存在显著的正相关关系,医疗行业管理者对客户整合和内部整合指标的偏好基本相似。此外,实证结果表明,SCI两个成分之间的交互作用对员工绩效的影响较大,其中内部整合对员工绩效的影响最大,其次是顾客。本研究具有理论和实践意义。从理论上讲,SCI对内部整合的要求更高。因此,一个机构要支持伙伴的参与,就必须建立适当的内部一体化。实际上,参与的充分合作,他们将公司内部和外部整合起来,这应该导致高绩效。同时,本研究也为今后的研究提供了建议。
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引用次数: 0
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International Journal of Industrial Engineering and Production Research
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