LEADER 05232nam 22006855 450 001 9910799211203321 005 20250807153142.0 010 $a9783031474446 010 $a3031474449 024 7 $a10.1007/978-3-031-47444-6 035 $a(MiAaPQ)EBC31051704 035 $a(Au-PeEL)EBL31051704 035 $a(DE-He213)978-3-031-47444-6 035 $a(CKB)29510373400041 035 $a(OCoLC)1416747059 035 $a(EXLCZ)9929510373400041 100 $a20231219d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aOntology-Based Development of Industry 4.0 and 5.0 Solutions for Smart Manufacturing and Production $eKnowledge Graph and Semantic Based Modeling and Optimization of Complex Systems /$fby János Abonyi, László Nagy, Tamás Ruppert 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (277 pages) 225 1 $aSpringer Series in Advanced Manufacturing,$x2196-1735 311 08$aPrint version: Abonyi, János Ontology-Based Development of Industry 4. 0 and 5. 0 Solutions for Smart Manufacturing and Production Cham : Springer International Publishing AG,c2024 9783031474439 327 $aPart I Introduction and motivation of the book -- Introduction to the industrial application of semantic technologies -- Ontology-based modeling of a wire harness manufacturing processes -- Knowledge graph-based framework to support human-centered collaborative and ergonomic manufacturing in Industry 5.0 -- Part II Problem statement of network science-based process optimization -- Analytic hierarchy process and multilayer network-based method for assembly line balancing -- Efficient network community detection algorithm based on crossing minimization and bottom-up segmentation -- Hypergraph-based analysis of collaborative manufacturing -- Cookbook for semantic-based modeling and optimization of manufacturing systems -- Conclusion. 330 $aThis book presents a comprehensive framework for developing Industry 4.0 and 5.0 solutions through the use of ontology modeling and graph-based optimization techniques. With effective information management being critical to successful manufacturing processes, this book emphasizes the importance of adequate modeling and systematic analysis of interacting elements in the era of smart manufacturing. The book provides an extensive overview of semantic technologies and their potential to integrate with existing industrial standards, planning, and execution systems to provide efficient data processing and analysis. It also investigates the design of Industry 5.0 solutions and the need for problem-specific descriptions of production processes, operator skills and states, and sensor monitoring in intelligent spaces. The book proposes that ontology-based data can efficiently represent enterprise and manufacturing datasets. The book is divided into two parts: modelingand optimization. The semantic modeling part provides an overview of ontologies and knowledge graphs that can be used to create Industry 4.0 and 5.0 applications, with two detailed applications presented on a reproducible industrial case study. The optimization part of the book focuses on network science-based process optimization and presents various detailed applications, such as graph-based analytics, assembly line balancing, and community detection. The book is based on six key points: the need for horizontal and vertical integration in modern industry; the potential benefits of integrating semantic technologies into ERP and MES systems; the importance of optimization methods in Industry 4.0 and 5.0 concepts; the need to process large amounts of data while ensuring interoperability and re-usability factors; the potential for digital twin models to model smart factories, including big data access; and the need to integrate human factors in CPSs and provide adequate methods tofacilitate collaboration and support shop floor workers. 410 0$aSpringer Series in Advanced Manufacturing,$x2196-1735 606 $aIndustrial engineering 606 $aProduction engineering 606 $aProduction management 606 $aMathematical optimization 606 $aSystem theory 606 $aIndustrial and Production Engineering 606 $aProduction 606 $aOptimization 606 $aComplex Systems 615 0$aIndustrial engineering. 615 0$aProduction engineering. 615 0$aProduction management. 615 0$aMathematical optimization. 615 0$aSystem theory. 615 14$aIndustrial and Production Engineering. 615 24$aProduction. 615 24$aOptimization. 615 24$aComplex Systems. 676 $a670 700 $aAbonyi$b János$0883091 701 $aNagy$b La?szlo?$00 701 $aRuppert$b Tamás$01586237 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910799211203321 996 $aOntology-Based Development of Industry 4.0 and 5.0 Solutions for Smart Manufacturing and Production$94238790 997 $aUNINA