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A Returnable Transport Item to Integrate Logistics 4.0 and Circular Economy in Pharma Supply Chains 整合物流4.0和循环经济的可回收运输项目
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20230504144856
Gerald Schneikart, W. Mayrhofer, Josef Frysak, Clemens Löffler
Recent global events, such as the COVID-19 pandemic, the war in Ukraine and the climate crisis, force the pharma logistics sector to rapidly improve their processes and establish more resilient and sustainable medical supply chains. For this purpose, the pharma logistics sector needs to catch up in Industry 4.0 adoption and establish circular economies. In the context of the applied research project DigiPharmaLogNet, a prototypic returnable transport item (RTI) is enhanced with communication technology and piloted in pharma-specific use-cases. The results will build the base for developing business models and roadmaps towards sustainable pharma logistics networks. This article describes the technological developments and economical evaluations of potential business models.
最近的全球事件,如COVID-19大流行、乌克兰战争和气候危机,迫使制药物流部门迅速改进流程,建立更具弹性和可持续性的医疗供应链。为此,制药物流行业需要跟上工业4.0的步伐,建立循环经济。在应用研究项目DigiPharmaLogNet的背景下,一种原型可回收运输物品(RTI)通过通信技术得到增强,并在特定的制药用例中进行试点。研究结果将为开发可持续制药物流网络的商业模式和路线图奠定基础。本文描述了潜在商业模式的技术发展和经济评估。
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引用次数: 0
Standardization of Project Management Practices of Automotive Industry Suppliers 汽车行业供应商项目管理实践标准化
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20230504094426
Filip Knapp, M. Simon
This paper deals with the issue of standardization of project management (PM) practices of development activities of automotive industry suppliers. Development activities are critically important for ensuring the final quality of the developed products and related production systems while keeping the target costs. The key to their successful management is considered the use of modern PM practices. In order to represent the current best practices and to be apparent and transparent, the PM practices must be properly standardized. A comprehensive branch standard of PM in automotive industry is however missing. In order to fill the gap in the current state of knowledge, consecutive steps of standardization were defined. This article describes one of the initial steps, a systematic literature review of existing resources that could serve as a valuable basis for standardization. The results show that general PM standards are suitable for treating the quality of project processes and branch PM standards of automotive industry for treating the quality of project product – manufacturing processes of automotive suppliers. The paper discusses the individual methods within both groups in more detail and recommends what purpose they are suitable for.
本文讨论了汽车行业供应商开发活动项目管理实践的标准化问题。开发活动对于确保开发产品和相关生产系统的最终质量,同时保持目标成本至关重要。他们成功管理的关键是使用现代PM实践。为了代表当前的最佳实践,并做到明显和透明,PM实践必须适当标准化。然而,汽车行业PM的一个全面的分支标准却缺失了。为了填补目前知识状态的空白,定义了连续的标准化步骤。本文描述了最初的步骤之一,即对现有资源进行系统的文献综述,这可以作为标准化的宝贵基础。结果表明,通用PM标准适用于处理项目过程的质量,而汽车行业的分支PM标准则适用于处理汽车供应商的项目产品-制造过程的质量。本文更详细地讨论了两组中的个别方法,并推荐了它们适合的目的。
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引用次数: 0
Technical Characteristics of Incunabulum in Europe 欧洲Incunabulum的技术特点
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20220920083951
S. Bolanca, Ivana Bolanča Mirković, Ivan Pučić
Incunabula are printed materials created in Europe from the time of Johann Gutenberg's invention until 1500. Incunabula originate from the Latin language (lat. Incunabulum) and mean cradle or the beginning of something. In this paper, the representation of individual states and cities in the creation of incunabula is investigated and presented. The persons responsible for such development are also listed. Special attention is given to the presentation of Croatian incunabula. The mentioned works describe the characteristic features. Incunabula testify to a high level of culture, standards, and technological development of a particular area. The studied works reveal and confirm, as confirmed in this paper, the attitude of society towards literacy, education, and the national culture of each nation. This paper aims to comprehensively present the importance of incunabula for the development of European and Croatian culture, technological and comprehensive progress.
Incunabula是从约翰·古腾堡发明到1500年在欧洲创造的印刷材料。Incunabula源自拉丁语(lat.Incunabulum),意思是摇篮或某事的开始。在本文中,调查和介绍了各个州和城市在incunabula创建中的代表性。还列出了负责这一发展的人员。特别注意克罗地亚incunabula的介绍。上述作品描述了其特点。Incunabula证明了特定领域的高水平文化、标准和技术发展。正如本文所证实的那样,所研究的作品揭示并证实了社会对每个国家的识字、教育和民族文化的态度。本文旨在全面介绍incunabula对欧洲和克罗地亚文化发展、技术进步和综合进步的重要性。
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引用次数: 0
Numerical Simulation of Conveying Fine Powders in a Screw Conveyor Using the Discrete Element Method 螺旋输送机输送细粉料的离散元法数值模拟
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20230513115809
Marko Motaln, T. Lerher
Due to their high efficiency and spatial utilization, screw conveyors are widely used in pharmacy, agriculture, and industry. Recently, this has made it a popular research subject in the numerical modelling of the transport of bulk solids. Modelling of granular systems at the level of individual particles is mainly possible due to the use of discrete numerical methods. The most common is the use of the Discrete Element Method (DEM), which is still limited from the point of view of simulations on an industrial scale, as increasing the size of the system also increases the cost of simulation. Certain powders with low density, large angles of repose, poor fluidity, and bad flowability can accumulate during transportation, causing inaccurate and non-uniform movement. Additionally, the friction and impact between the particles can cause wear. To address these issues, the present study utilizes the discrete element method to simulate and analyse powder transportation in an inclined screw conveyor using the commercial software ANSYS-ROCKY. Numerous phenomena that arise while transporting and feeding small-sized or irregularly shaped particles, often present in industrial processes, remain insufficiently investigated. This paper aims to analyse the transportation process of adhesive powders in a screw conveyor, with a focus on evaluating the impact of different screw blade speeds on transport. Multiple simulations were conducted, along with the implementation of an additional wear model, to better understand the transport phenomena and wear. An example was used to demonstrate the impact of screw speed on the wear of the transporter due to the interaction between the material and the structure of the conveyor, power consumption, and performance.
螺旋输送机由于其高效率和空间利用率高,在制药、农业和工业中得到了广泛的应用。近年来,这已成为块状固体输运数值模拟的一个热门研究课题。由于使用离散数值方法,在单个颗粒水平上对颗粒系统进行建模主要是可能的。最常见的是使用离散元法(DEM),从工业规模模拟的角度来看,它仍然是有限的,因为增加系统的规模也会增加模拟的成本。某些密度低、休止角大、流动性差、流动性差的粉末在运输过程中会积聚,造成运动不准确、不均匀。此外,颗粒之间的摩擦和冲击会导致磨损。为了解决这些问题,本研究采用离散元方法,利用商业软件ANSYS-ROCKY对倾斜螺旋输送机中的粉末输送进行了模拟和分析。在运输和输送小尺寸或不规则形状的颗粒时出现的许多现象,经常出现在工业过程中,仍然没有得到充分的研究。本文旨在分析胶粘剂粉末在螺旋输送机中的输送过程,重点评价不同螺旋叶片转速对输送的影响。为了更好地理解输送现象和磨损情况,研究人员进行了多次模拟,并建立了一个额外的磨损模型。通过算例分析了由于物料与输送机结构、功率消耗和性能的相互作用,螺旋转速对输送机磨损的影响。
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引用次数: 0
Towards Logistics 4.0: A Skill-Based OPC UA Communication between WMS and the PLC of an Automated Storage and Retrieval System 迈向物流4.0:基于技能的OPC UA通信在自动化存储和检索系统的WMS和PLC之间
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20230511165415
Andreas Lober, Lisa Ollinger, S. Völker, H. Baumgärtel
In order to bring intralogistics systems to the same level of interoperability as today’s modern production systems, logistics must take the essential steps towards Industry 4.0. This requires an increasing abstraction level of control logic as an enabler for horizontal and vertical integration. The abstraction will lead to the interconnection ofmanufacturing and logistics control with the production planning and warehouse management systems (WMS). A main enabler for these communication paths are service-oriented architectures (SoA). OPC UA has established itself as a widely used and already adopted SoA-based communication standard in industry. The paper describes the realization of an OPC UAbased approach for the communication between a WMS and a PLC of an automated storage and retrieval system (ASRS). The conceptual basis of communication design are skills of the ASRS. The work is supported by an architectural design with a subsequent prototypical implementation.
为了使内部物流系统达到与当今现代生产系统相同的互操作性水平,物流必须朝着工业4.0迈出重要的一步。这需要增加控制逻辑的抽象级别,作为水平和垂直集成的推动者。这种抽象将导致制造和物流控制与生产计划和仓库管理系统(WMS)的互连。这些通信路径的主要推动者是面向服务的体系结构(SoA)。OPC UA已经成为业界广泛使用的基于soa的通信标准。介绍了一种基于OPC的自动化存储与检索系统(ASRS)中WMS与PLC通信的实现方法。沟通设计的概念基础是ASRS的技能。该工作由具有后续原型实现的体系结构设计支持。
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引用次数: 0
Face Detection and Recognition Using Raspberry PI Computer 基于树莓派计算机的人脸检测与识别
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20220321232047
Mario Dubovečak, Emil Dumić, A. Bernik
This paper presents a face detection and recognition system utilizing a Raspberry Pi computer that is built on a predefined framework. The theoretical section of this article shows several techniques that can be used for face detection, including Haar cascades, Histograms of Oriented Gradients, Support Vector Machine and Deep Learning Methods. The paper also provides examples of some commonly used face recognition techniques, including Fisherfaces, Eigenfaces, Histogram of Local Binary Patterns, SIFT and SURF descriptor-based methods and Deep Learning Methods. The practical aspect of this paper demonstrates use of a Raspberry Pi computer, along with supplementary tools and software, to detect and recognize faces using a pre-defined dataset.
本文介绍了一种基于预定义框架的树莓派计算机人脸检测与识别系统。本文的理论部分展示了几种可用于人脸检测的技术,包括哈尔级联、定向梯度直方图、支持向量机和深度学习方法。本文还提供了一些常用的人脸识别技术的例子,包括渔民脸、特征脸、局部二值模式直方图、基于SIFT和SURF描述符的方法以及深度学习方法。本文的实践方面演示了使用树莓派计算机以及补充工具和软件,使用预定义的数据集检测和识别人脸。
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引用次数: 0
Logistics 4.0: Challenges, Opportunities and Threats 物流4.0:挑战、机遇和威胁
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20230505103326
Maciej Bielecki
Climate change, the main accelerator of which has been consumerism and the industry driving it, soon will force companies to make changes that will intensify their activities in the natural environment. The Covid-19 pandemic, Due to their specificity, has disrupted global supply chains on an unprecedented scale. In addition, the progress of the analysis supported by the assumptions and tools of Industry 4.0 (I4.0) opens unlimited development opportunities. These changes also have a significant impact on Logistics, making the concept of Logistics 4.0 (L4.0) increasingly popular. The scope of defining L4.0 varies from the use of individual I4.0 tools to the presentation of complex models. This paper presents a literature review using the STAR method on the L4.0 concept to identify the scope of its determinants and possible perspectives for the development of logistics in the context of I4.0 and the challenges mentioned.
气候变化的主要加速器一直是消费主义和推动消费主义的行业,不久将迫使企业做出改变,加强它们在自然环境中的活动。新冠肺炎疫情由于其特殊性,对全球供应链造成了前所未有的破坏。此外,在工业4.0的假设和工具支持下,分析的进展打开了无限的发展机会。这些变化也对物流产生了重大影响,使得物流4.0 (L4.0)的概念越来越受欢迎。从单个I4.0工具的使用到复杂模型的表示,定义L4.0的范围各不相同。本文使用STAR方法对物流4.0概念进行了文献综述,以确定其决定因素的范围和物流4.0背景下发展的可能前景以及所提到的挑战。
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引用次数: 0
Text Classification of Mixed Model Based on Deep Learning 基于深度学习的混合模型文本分类
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20221228180808
Sang-Hwa Lee
At present, deep learning has been widely used many fields, but the research on text classification is still relatively few. This paper makes full use of the good learning characteristics of deep learning, proposes a hybrid model based on deep learning, and designs a text classifier based on the hybrid model. This hybrid model uses two common deep learning models, sparse automatic encoder and deep confidence network, to mix. The hybrid model is mainly composed of three parts, the first two layers are constructed by sparse automatic encoder, the middle layer is a three-layer depth Convolutional Neural Network (CNN), and finally Softmax regression is used as the classification layer. In order to test the classification performance of the classifier based on deep learning hybrid model, relevant experiments were conducted on English data set 20Newsgroup and Chinese data set Fudan University Chinese Corpus. In the English text classification experiment, the classifier based on deep learning hybrid model is used to classify, and a high classification accuracy rate is obtained. In order to further verify the superiority of its performance, a comparative experiment with naive Bayes classifier, K-Nearest Neighbor (KNN) classifier and Support Vector Machine (SVM) classifier demonstrates that the classification effect of the classifier based on deep learning hybrid model is better than that of naive Bayes classifier, KNN classifier and support vector machine classifier. In the experiment of Chinese text classification, the Chinese corpus of Fudan University is tested, and a good classification effect is obtained. The influence of different parameter settings on the classification accuracy is discussed.
目前,深度学习已经在很多领域得到了广泛的应用,但是对于文本分类的研究还比较少。本文充分利用深度学习良好的学习特性,提出了一种基于深度学习的混合模型,并设计了基于混合模型的文本分类器。该混合模型采用稀疏自动编码器和深度置信网络两种常见的深度学习模型进行混合。混合模型主要由三部分组成,前两层由稀疏自动编码器构建,中间层为三层深度卷积神经网络(CNN),最后采用Softmax回归作为分类层。为了测试基于深度学习混合模型的分类器的分类性能,分别在英文数据集20Newsgroup和中文数据集复旦大学中文语料库上进行了相关实验。在英语文本分类实验中,采用基于深度学习混合模型的分类器进行分类,获得了较高的分类准确率。为了进一步验证其性能的优越性,通过与朴素贝叶斯分类器、k -最近邻(KNN)分类器和支持向量机(SVM)分类器的对比实验表明,基于深度学习混合模型的分类器分类效果优于朴素贝叶斯分类器、KNN分类器和支持向量机分类器。在中文文本分类实验中,对复旦大学中文语料库进行了测试,取得了良好的分类效果。讨论了不同参数设置对分类精度的影响。
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引用次数: 0
Benefits of Increased Railway Safety and Reliability and their Evaluation 提高铁路安全可靠性的效益及其评价
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20221208095644
V. Hromádka, J. Korytárová, E. Vítková, H. Seelmann, Tomás Funk
The paper focuses on the presentation of key results of the project of applied research oriented on evaluation of the increased safety and reliability of the railway network due to the implementation of relevant railway network projects and their projection into the investment project socio-economic evaluation using Cost-Benefit Analysis. The subject research described in the article is the design and verification of the functionality of the methodological procedure for the evaluation of these benefits for their further use in the assessment of public projects on railways. The methodological part summarizes the basic outputs of the previous research. These outputs were subsequently applied at the formulation of basic rules for the assessment of benefits connected with increased railway reliability and safety, which were later processed into the form of simplified methodological procedure. The simplified approach uses average data on the occurrence impact for the entire railway network, broken down into line and station sections. The functionality of individual approaches was checked on case studies of actually implemented projects.
本文重点介绍了应用研究项目的主要成果,以评估相关铁路网项目实施对铁路网安全性和可靠性的提高,并运用成本效益分析方法对投资项目进行社会经济评价。本文描述的主题研究是设计和验证评估这些效益的方法程序的功能,以便在铁路公共项目的评估中进一步使用。方法论部分总结了前人研究的基本成果。这些产出后来应用于制定评价与提高铁路可靠性和安全性有关的利益的基本规则,这些基本规则后来被处理成简化的方法程序。简化方法使用整个铁路网的平均数据,将其分解为线路和车站段。在实际实施项目的案例研究中检查了个别方法的功能。
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引用次数: 0
Location of Emergency Treatment Sites after Earthquake using Hybrid Simulation 基于混合模拟的地震后应急处置地点定位
IF 1.2 Q4 Computer Science Pub Date : 2023-07-19 DOI: 10.31803/tg-20230511184836
Simona Cohen Kadosh, Z. Sinuany-Stern, Y. Bitan
A mass-casualty natural disaster such as an earthquake is a rare, surprising event that is usually characterized by chaos and a lack of information, resulting in an overload of casualties in hospitals. Thus, it is very important to refer minor and moderately-injured casualties, that are the majority of casualties and whose injuries are usually not life threatening, to ad hoc care facilities such as Emergency Treatment Sites (ETSs). These facilities support the efficient use of health resources and reduce the burden on permanent healthcare facilities. In our study, a hybrid simulation model, based on a combination of discrete events and an agent-based simulation, provides a solution to the uncertainty of positioning temporary treatment sites. The simulation methodology used compares between "rigid" and "flexible" operating concepts of ETSs (main vs. main+minor ETSs) and found the "flexible" concept to be more efficient in terms of the average walking distance and number of casualties treated in the disaster area.
像地震这样的大规模伤亡自然灾害是一种罕见的意外事件,通常以混乱和缺乏信息为特征,导致医院的伤亡人数超负荷。因此,非常重要的是,将占伤亡人数大多数的轻伤和中度受伤人员转介到特别护理设施,如紧急治疗站(ets)。这些设施有助于有效利用卫生资源,减轻常设卫生保健设施的负担。在我们的研究中,基于离散事件和基于主体的模拟相结合的混合模拟模型,提供了一个解决临时处理点定位不确定性的方案。所使用的模拟方法比较了碳排放交易系统的“刚性”和“柔性”操作概念(主要碳排放交易系统vs.主要+次要碳排放交易系统),发现“柔性”概念在平均步行距离和灾区处理的伤亡人数方面更有效。
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引用次数: 0
期刊
TEHNICKI GLASNIK-TECHNICAL JOURNAL
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