International Conference on Innovative Intelligent Industrial Production and Logistics最新文献

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Tailoring a Red Deer Algorithm to Solve a Generalized Network Design Problem 裁剪马鹿算法求解广义网络设计问题
I. Mejri, S. Layeb, Emna Drira
{"title":"Tailoring a Red Deer Algorithm to Solve a Generalized Network Design Problem","authors":"I. Mejri, S. Layeb, Emna Drira","doi":"10.5220/0010689000003062","DOIUrl":"https://doi.org/10.5220/0010689000003062","url":null,"abstract":": This work investigates solving a challenging network design problem using the recently introduced evolutionary metaheuristic, namely the Red Deer Algorithm (RDA), that mimics the Scottish Red Deer’s behavior during their breeding season. The RDA is tailored to solve a generalized network design problem that aims to design a network with minimal cost while satisfying several practical constraints. To assess the performance of this new bio-inspired metaheuristic on solving such NP-hard problem, computational experiments were conducted on Benchmark as well as real-world instances. Computational experimentation illustrates the accuracy of the RDA that outperforms all of the existing recent metaheuristics.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125317652","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
Design and Deployment of Digital Twins for Programmable Logic Controllers in Existing Plants 现有设备中可编程逻辑控制器的数字孪生设计与部署
S. Schäfer, Dirk Schöttke, T. Kämpfe, Kiril Ralinovski, Bernd Tauber, R. Lehmann
{"title":"Design and Deployment of Digital Twins for Programmable Logic Controllers in Existing Plants","authors":"S. Schäfer, Dirk Schöttke, T. Kämpfe, Kiril Ralinovski, Bernd Tauber, R. Lehmann","doi":"10.5220/0010711000003062","DOIUrl":"https://doi.org/10.5220/0010711000003062","url":null,"abstract":": Digitization and network integration of production environments are two core prerequisites for changeable production environments according to a digital factory. In addition, consistent and cross-system descriptions of the equipment and abilities are required over the entire life cycle of plants. This descriptions can be done with Asset Administration Shells, which are a useful tool for the design of new facilities and their system components. Currently, industrial plants usually use programmable logic controllers, which are programmed with domain-specific programming languages. The use of these programming languages leads to an inflexible coupling of programmable logic controllers and their sensors and actuators with the process. If the plant configuration is changed later, a new engineering process with extensive reprogramming is required. However, in many cases, clarity and completeness of changes are not sufficiently addressed in the accompanying documentation. The paper discusses the results of the project ”OpenBasys 4.0”. A project goal is to retrofit a conventional existing plant with programmable logic controllers into a reconfigurable plant design by using the BaSys 4 middleware. A method was developed and exemplarily implemented on a prototype. The focus of the method is on the automated generation of Asset Administration Shells and their use.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121464625","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: 2
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0 语义Web服务与工业4.0中物理工厂仿真模型的人工智能研究
Lukas Malburg, P. Klein, R. Bergmann
{"title":"Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0","authors":"Lukas Malburg, P. Klein, R. Bergmann","doi":"10.5220/0010135900320043","DOIUrl":"https://doi.org/10.5220/0010135900320043","url":null,"abstract":"The transition to Industry 4.0 requires smart manufacturing systems that are easily configurable and provide a high level of flexibility during manufacturing in order to achieve mass customization or to support cloud manufacturing. To realize this, Cyber-Physical Systems (CPSs) combined with Artificial Intelligence (AI) methods find their way into manufacturing shop floors. For using AI methods in the context of Industry 4.0, semantic web services are indispensable to provide a reasonable abstraction of the underlying manufacturing capabilities. In this paper, we present semantic web services for AI-based research with physical factory simulation models in Industry 4.0. Therefore, we developed 70 semantic web services based on Web Ontology Language for Web Services (OWL-S) and Web Service Modeling Ontology (WSMO) and linked them to an already existing domain ontology for intelligent manufacturing control. Suitable for the requirements of CPS environments, our preand postconditions are verified in near real-time by invoking other semantic web services in contrast to complex reasoning within the knowledge base. Finally, we examine the feasibility of our approach by executing a cyber-physical workflow composed of semantic web services using a state-of-the-art workflow management system.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122517954","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: 10
A Novel Approach and a Language for Facilitating Collaborative Production Processes in Virtual Organizations Based on DLT Networks 一种基于DLT网络的虚拟组织协同生产过程的新方法和语言
Nikola Todorovic, Marko Vještica, N. Todorovic, Vladimir Dimitrieski, I. Luković
{"title":"A Novel Approach and a Language for Facilitating Collaborative Production Processes in Virtual Organizations Based on DLT Networks","authors":"Nikola Todorovic, Marko Vještica, N. Todorovic, Vladimir Dimitrieski, I. Luković","doi":"10.5220/0010720900003062","DOIUrl":"https://doi.org/10.5220/0010720900003062","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"177 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123000987","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: 1
Adopting Artificial Intelligence in Danish SMEs: Barriers to Become a Data Driven Company, Its Solutions and Benefits 丹麦中小企业采用人工智能:成为数据驱动型公司的障碍、解决方案和效益
N. Iftikhar, F. Nordbjerg
{"title":"Adopting Artificial Intelligence in Danish SMEs: Barriers to Become a Data Driven Company, Its Solutions and Benefits","authors":"N. Iftikhar, F. Nordbjerg","doi":"10.5220/0010691800003062","DOIUrl":"https://doi.org/10.5220/0010691800003062","url":null,"abstract":"Artificial intelligence allows small and medium-sized enterprises (SMEs) in the manufacturing sector to improve performance, reduce downtime and increase productivity. SMEs in Denmark are still struggling to implement artificial intelligence based strategies since they face a range of challenges, such as business applications, data availability, organizational culture towards the acceptance of new technologies, investment in new technologies, skills gap, development process and effective strategy. In the beginning, the paper describes the challenges faced by SMEs in adopting artificial intelligence. Then, the paper suggests solutions to overcome these challenges and discusses the importance of artificial intelligence as well as the opportunities it","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"130 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124548023","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: 2
Application of an Industry 4.0 Assessment Model: A Case Study Application in Material Supply for Assembly 工业4.0评估模型的应用:以装配材料供应为例
M. Horvath, Matteo De Marchi, E. Rauch, D. Matt
{"title":"Application of an Industry 4.0 Assessment Model: A Case Study Application in Material Supply for Assembly","authors":"M. Horvath, Matteo De Marchi, E. Rauch, D. Matt","doi":"10.5220/0011591000003329","DOIUrl":"https://doi.org/10.5220/0011591000003329","url":null,"abstract":": Material supply in production companies is currently facing numerous challenges. This paper therefore pursues the goal of analysing the potential of single Industry 4.0 concepts for the further development and efficiency optimization of material supply in assembly in an industrial case study. The determination of potentials in the context of the individual case study at an internationally active rail vehicle manufacturer is done by using a maturity level based Industry 4.0 assessment. Subsequent semi-structured interviews have been conducted to further explore the potential and feasibility of the identified Industry 4.0 measures for optimizing efficiency of material supply in assembly. This study represents an application oriented research for validation of a previously developed Industry 4.0 assessment model.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129096777","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
Semantic Integration Patterns for Industry 4.0 面向工业4.0的语义集成模式
F. Strohmeier, Georg Güntner, Dietmar Glachs, Reinhard Mayr
{"title":"Semantic Integration Patterns for Industry 4.0","authors":"F. Strohmeier, Georg Güntner, Dietmar Glachs, Reinhard Mayr","doi":"10.5220/0011550100003329","DOIUrl":"https://doi.org/10.5220/0011550100003329","url":null,"abstract":": In the manufacturing industry, digital twins have emerged as a key technological concept for the creation and use of digital representations of assets and their associated processes. In emerging networked manufacturing systems, digital twins of machines or components do not reside within one specific application, platform or edge node, but they ideally consume and deliver information (e.g. sensor data, master data) to all connected applications in the operational systems. This results in complex integration requirements for both, the assets and the applications. Starting from an overview of industrial information models, the paper describes a recent research approach towards semantic interoperability concepts for data-driven digital twin in manufacturing systems. It gives an architectural overview of a platform for the integration of operational management systems and connected assets based on semantic integration patterns. The paper describes the initial concepts of the underlying research project “i-Twin”.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114844573","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
ECD Test: An Empirical Way based on the Cumulative Distributions to Evaluate the Number of Clusters for Unsupervised Clustering ECD测试:基于累积分布的无监督聚类聚类数量评估的经验方法
Dylan Molinié, K. Madani
{"title":"ECD Test: An Empirical Way based on the Cumulative Distributions to Evaluate the Number of Clusters for Unsupervised Clustering","authors":"Dylan Molinié, K. Madani","doi":"10.5220/0011562500003329","DOIUrl":"https://doi.org/10.5220/0011562500003329","url":null,"abstract":"","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126206347","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: 1
Expert-based Classification of Worker Assistance Systems in Manufacturing Considering the Human 考虑人的制造业工人辅助系统的专家分类
B. Mark, Matteo De Marchi, E. Rauch, D. Matt
{"title":"Expert-based Classification of Worker Assistance Systems in Manufacturing Considering the Human","authors":"B. Mark, Matteo De Marchi, E. Rauch, D. Matt","doi":"10.5220/0011591200003329","DOIUrl":"https://doi.org/10.5220/0011591200003329","url":null,"abstract":": The transformation process of manufacturing industry into a more digitalized world is a key challenge of the fourth industrial revolution. Advantages of new technologies must be used effectively, and therefore employees need to be prepared to deal with these new technologies and the complexity and speed that today's production entails. Worker assistance systems offer the possibility to simplify the interaction between humans and complex machines and to reinforce physical and cognitive skills of employees. Although worker assistance systems are available on the market, methods focusing on the classification of appropriate worker assistance systems for specific work tasks and worker types are missing. This work presents an expert-based classification of worker assistance systems in manufacturing based on classification attributes and capabilities.","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128214559","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
Blockchain Potential for Supply Chain Reconfiguration in Post COVID-19 Era 后COVID-19时代区块链对供应链重构的潜力
M. Ardolino, B. Marchi, M. Queiroz, A. Bacchetti, S. Zanoni
{"title":"Blockchain Potential for Supply Chain Reconfiguration in Post COVID-19 Era","authors":"M. Ardolino, B. Marchi, M. Queiroz, A. Bacchetti, S. Zanoni","doi":"10.5220/0010676300003062","DOIUrl":"https://doi.org/10.5220/0010676300003062","url":null,"abstract":"The spread of the coronavirus has had a major impact on the global economy, highlighting the shortcomings and weaknesses of global supply chains. Major issues such as supply disruptions, shortages of raw materials and spare parts, restricted transport, and ineffective exchange of information between actors within the supply chain have resulted. The empirical evidence of these events is widely discussed in the literature, which has brought out the urgent need to rethink the configuration of customer-supplier relations at an overall level. One technology that is much discussed in the literature and potentially useful in supporting supply chain processes is the blockchain technology. Blockchain has been gaining attraction across different sectors, even if there are still few applications in supply chain management, most at an experimental level. The aim of this paper is to analyse the potential applications of blockchain to support supply chain processes, to fill the gaps highlighted during the Covid pandemic. Through the analysis of the literature, the authors aim to give a preliminary overview on the relationships between Covid-19 impacts and benefits achievable by the application of blockchain technology in the supply chain, for an effective supply chain reconfiguration in a post-covid era. Copyright © 2021 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved","PeriodicalId":380008,"journal":{"name":"International Conference on Innovative Intelligent Industrial Production and Logistics","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132698491","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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