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147186 147186
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-08-28 DOI: 10.24425/mper.2023.147186
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引用次数: 0
Customer’s Purchase Prediction Using Customer Segmentation Approach for Clustering of Categorical Data 基于客户细分方法的分类数据聚类客户购买预测
Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-26 DOI: 10.24425/mper.2021.137678
Juhi Singh, Mandeep Mittal
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引用次数: 3
Eco-innovative method of cleaning heat exchangers from boiler scale 从锅炉水垢中清洗热交换器的生态创新方法
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-20 DOI: 10.24425/MPER.2020.132940
P. Olczak, Z. Kowalski, J. Kulczycka, A. Makara
Abstract
摘要
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引用次数: 3
The Synergic Relationship Between Industry 4.0 and Lean Management: Best Practices from the Literature 工业4.0与精益管理的协同关系:文献中的最佳实践
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-20 DOI: 10.24425/MPER.2021.136875
B. Santos, D. V. Enrique, Vinicius Maciel, T. M. Lima, F. Charrua-Santos, R. Walczak
Received:21 July 2020 Acepted: 23 January 2021 Abstract Industry 4.0 promises to make manufacturing processes more efficient using modern technologies like cyber-physical systems, internet of things, cloud computing and big data analytics. Lean Management (LM) is one of the most widely applied business strategies in recent decades. Thus, implementing Industry 4.0 mostly means integrating technologies in companies that already operate according to LM. However, due to the novelty of the topic, research on how LM and Industry 4.0 can be integrated is still under development. This paper explores the synergic relationship between these two domains by identifying six examples of real cases that address LM-Industry 4.0 integration in the extant literature. The goal is to make explicit the best practices that are being implemented by six distinct industrial sectors such as automotive, paper, furniture, healthcare, apparel, and machine manufacturing.
摘要工业4.0承诺利用网络物理系统、物联网、云计算和大数据分析等现代技术提高制造过程的效率。精益管理(LM)是近几十年来应用最广泛的商业策略之一。因此,实施工业4.0主要意味着将技术集成到已经根据LM运营的公司中。然而,由于这个话题的新颖性,LM和工业4.0如何集成的研究仍在发展中。本文通过在现有文献中确定六个解决LM-Industry 4.0集成的实际案例,探讨了这两个领域之间的协同关系。目标是明确六个不同的工业部门(如汽车、造纸、家具、医疗保健、服装和机器制造)正在实施的最佳实践。
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引用次数: 11
Implementation of Industry 4.0 Techniques in Lean Production Technology: A Literature Review 工业4.0技术在精益生产技术中的实施:文献综述
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-20 DOI: 10.24425/mper.2022.142385
Laura Lucantoni, S. Antomarioni, F. Ciarapica, M. Bevilacqua
Lean thinking and Industry 4.0 have been broadly investigated in recent years in intelligent manufacturing. Lean Production is still one of the most efficient industrial solutions in business and research, despite being implemented for a long time. On the other hand, Industry 4.0 has been introduced referring to the fourth industrial revolution. This study aims to analyze the combination of both Industry 4.0 and Lean production practices through a systematic literature review from a Lean Automation perspective. In this field, 189 articles are examined using VOSviewer for cluster analysis. Then, a more detailed analysis is provided to explore how Industry 4.0 and Lean techniques are integrated from a practical perspective. Results highlighted Big Data Analysis and Value Stream Mapping as the most common techniques, also emphasizing a growing trend toward new publications. Nevertheless, few practical applications are identified in the literature highlighting six gaps in the correlation of LA practices.
近年来,精益思维和工业4.0在智能制造领域得到了广泛的研究。尽管精益生产已经实施了很长时间,但它仍然是商业和研究中最有效的工业解决方案之一。另一方面,工业4.0指的是第四次工业革命。本研究旨在从精益自动化的角度,通过系统的文献综述,分析工业4.0与精益生产实践的结合。在这一领域,使用VOSviewer对189篇文章进行了聚类分析。然后,从实践的角度对工业4.0与精益技术的整合进行了更详细的分析。结果强调大数据分析和价值流映射是最常见的技术,也强调了新出版物的增长趋势。然而,在强调LA实践相关的六个差距的文献中,很少有实际应用被确定。
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引用次数: 0
A hybrid algorithm based on non-dominated sorting ant colony and genetic algorithmsfor solving multi-objective multi-mode project scheduling problems under resource constraints 基于非支配排序蚁群和遗传算法的混合算法求解资源约束下的多目标多模式项目调度问题
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-20 DOI: 10.24425/mper.2020.133731
J. Bagherinejad, F. Jolai, Raheleh Abdollahneja, M. Shoeib
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引用次数: 0
An optimum scheduling method for multi-option product flows through production lineswithout intermediate buffers 无中间缓冲器的多选项产品流的最优调度方法
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-20 DOI: 10.24425/MPER.2020.132947
M. Magiera
Received: 22 March 2019 Abstract Accepted: 6 December 2019 The presented method is constructed for optimum scheduling in production lines with parallel machines and without intermediate buffers. The production system simultaneously performs operations on various types of products. Multi-option products were taken into account – products of a given type may differ in terms of details. This allows providing for individual requirements of the customers. The one-level approach to scheduling for multioption products is presented. The integer programming is used in the method – optimum solutions are determined: the shortest schedules for multi-option products. Due to the lack of the intermediate buffers, two possibilities are taken into account: no-wait scheduling, possibility of the machines being blocked by products awaiting further operations. These two types of organizing the flow through the production line were compared using computational experiments, the results of which are presented in the paper.
接收日期:2019年3月22日摘要接受日期:2019月6日所提出的方法适用于具有并行机器和无中间缓冲器的生产线的优化调度。生产系统同时对各种类型的产品执行操作。考虑了多选项产品——给定类型的产品可能在细节方面有所不同。这样可以满足客户的个人需求。提出了一种多选项产品调度的一级方法。该方法使用整数规划——确定最优解:多选产品的最短时间表。由于缺少中间缓冲区,考虑了两种可能性:无等待调度,机器可能被等待进一步操作的产品阻塞。通过计算实验对这两种组织生产线流程的方法进行了比较,文中给出了结果。
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引用次数: 0
Visual Performance Management as a Cascade-participatory Information Exchange System, In-depth Manufacturing Study 可视化绩效管理作为一个级联参与式信息交换系统,对制造业的深入研究
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-20 DOI: 10.24425/mper.2022.140873
Wiesław Urban, Artur Zawadzki
This study is aimed at investigating the functionality of Visual Performance Management (VPM), along with determining the necessary features such a method should demonstrate to be an effective and meaningful tool for the development of Lean Management in an organisation. Based on the analysis of a case study in a large manufacturing organisation, a crosscutting assessment of such a system was made, a literature review proves the lack of such a comprehensive study. Six critical features of VPM were identified, they are very practical and giving many interesting insights into studied Lean method. The view emerged from empirical investigated shows VPM as of the wider functionality then only visual information exchange methodology. The VPM serves as cascade information exchange system and has substantial potential to support employee’s participation. The study learns much from strengths of studied system alike its dysfunctionalities.
本研究旨在调查视觉绩效管理(VPM)的功能,并确定这种方法应证明是一种有效且有意义的工具,可用于组织中精益管理的发展。在分析一个大型制造组织的案例研究的基础上,对这一系统进行了横向评估,文献综述证明了缺乏这样一个全面的研究。确定了VPM的六个关键特征,它们非常实用,并为所研究的精益方法提供了许多有趣的见解。从实证研究中得出的观点表明,VPM作为一种更广泛的功能,当时只有视觉信息交换方法。VPM作为级联信息交换系统,具有支持员工参与的巨大潜力。这项研究从被研究系统的优势和功能障碍中学到了很多东西。
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引用次数: 0
Unraveling key drivers for engineer creativity and meaningfulness of work: Bayesian network approach 揭示工程师创造力和工作意义的关键驱动因素:贝叶斯网络方法
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-20 DOI: 10.24425/MPER.2020.133726
Warit Wipulanusat, K. Panuwatwanich, R. Stewart, P. Parnphumeesup, J. Sunkpho
This study builds on an existing structural model developed to examine the influence of leadership and organizational culture on innovation and satisfaction of engineers in Australian public sectors (APS). The objective of this study is to increase the understanding of innovation process with a focus on causal relationships among critical factors. To achieve this objective, the study develops an assessment approach to help predict creativity and work meaningfulness of engineers in the APS. Three quantitative analysis methods were sequentially conducted in this study including correlation analysis, path analysis, and Bayesian networks. A correlation analysis was conducted to pinpoint the strong association between key factors studied. Subsequently, path analysis was employed to identify critical pathways which were accordingly used as a structure to develop Bayesian networks. The findings of the study revealed practical strategies for promoting (1) transformational leadership and (2) innovative culture in public sector organizations since these two factors were found to be key drivers for individual creativity and work meaningfulness of their engineers. This integrated approach may be used as a decision support tool for managing the innovation process for engineers in the public sectors.
本研究建立在现有结构模型的基础上,旨在研究领导和组织文化对澳大利亚公共部门(APS)工程师创新和满意度的影响。本研究的目的是增加对创新过程的理解,重点关注关键因素之间的因果关系。为了实现这一目标,本研究开发了一种评估方法来帮助预测APS工程师的创造力和工作意义。本研究依次采用了相关分析、通径分析和贝叶斯网络三种定量分析方法。进行了相关分析,以确定所研究的关键因素之间的强相关性。随后,路径分析被用来识别关键路径,并以此作为发展贝叶斯网络的结构。研究结果揭示了促进公共部门组织(1)变革型领导和(2)创新文化的实用策略,因为这两个因素被发现是工程师个人创造力和工作意义的关键驱动因素。这种综合方法可以用作公共部门工程师管理创新过程的决策支持工具。
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引用次数: 4
Industrial Symbiosis, Circular Economy and Industry 4.0 – A Case Study in Finland 工业共生、循环经济与工业4.0——以芬兰为例
IF 1.4 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2023-07-20 DOI: 10.24425/mper.2021.139999
Anne-Mari Järvenpää, V. Salminen, Jussi Kantola
The aim of our research is to gain understanding about material flow related information sharing in the circular economy value network in the form of industrial symbiosis. We need this understanding for facilitating new industrial symbiosis relationships and to support the optimization of operations. Circular economy has been promoted by politics and regulation by EU. In Finland, new circular economy strategy raises the facilitation of industrial symbiosis and data utilization as the key actions to improve sustainability and green growth. Companies stated that the practical problem is to get information on material availability. Digitalization is expected to boost material flows in circular economy by data, but what are the real challenges with circular material flows and what is the willingness of companies to develop co-operation? This paper seeks understanding on how Industry 4.0 is expected to improve the efficiency of waste or by-product flows and what are the expectations of companies. The research question is: How Industry 4.0 technologies and solutions can fix the gaps and discontinuities in the Industrial Symbiosis information flow? This research is conducted as a qualitative case study research with three cases, three types of material and eight companies. Interview data were collected in Finland between January and March 2021. Companies we interviewed mentioned use-cases for sensors and analytics to optimize the material flow but stated the investment cost compared to the value of information. To achieve sustainable circular material flows, the development needs to be done in the bigger picture, for the chain or network of actors, and the motivation and the added value must be found for each of them.
我们的研究目的是了解循环经济价值网络中以产业共生形式的物流相关信息共享。我们需要这种理解来促进新的工业共生关系,并支持操作的优化。循环经济得到了欧盟的政治和法规的推动。在芬兰,新的循环经济战略将促进产业共生和数据利用作为提高可持续性和绿色增长的关键行动。各公司表示,实际问题是获取有关材料可用性的信息。数字化有望通过数据促进循环经济中的物质流动,但循环物质流动的真正挑战是什么?企业发展合作的意愿是什么?本文旨在了解工业4.0如何提高废物或副产品流的效率,以及公司的期望是什么。研究的问题是:工业4.0技术和解决方案如何解决工业共生信息流中的差距和不连续性?本研究采用三个案例,三种材料,八家公司进行定性案例研究。访谈数据于2021年1月至3月在芬兰收集。我们采访的公司提到了传感器和分析的用例,以优化物料流,但陈述了与信息价值相比的投资成本。要实现可持续的物质循环流动,就必须从更大的角度出发,从行动者的链条或网络的角度出发,找到每个行动者的动力和附加价值。
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引用次数: 3
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Management and Production Engineering Review
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