Innovative Intelligent Industrial Production and Logistics: First International Conference, IN4PL 2020, Virtual Event, November 2-4, 2020, and Second ... in Computer and Information Science, 1855)

This volume includes extended and revised versions of a set of selected papers from the First International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2020, held as virtual event in November 4-6, 2020 and Second International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2021, held as virtual event in October 25-27, 2021. The 9 full papers included in this book were carefully reviewed and selected from 44 submissions. They were organized in topical sections as follows: ​on kernel search based gaussian process anomaly detection; general architecture framework and general modelling framework. Preface Organization Contents On Kernel Search Based Gaussian Process Anomaly Detection 1 Introduction 2 Background 2.1 Gaussian Processes 2.2 Related Work 3 Method 3.1 Kernel Search 3.2 Comparison of Segments 3.3 Clustering 4 Evaluation 4.1 Data 4.2 Results 5 Conclusion and Future Work References Measuring Dependencies in Cyber-Physical Systems: Overhead Cranes Case Study 1 Introduction 2 Copula Approach, Impacts at Component Level: Overhead Cranes 3 Copula Approach, Impacts at the System Level: Overhead Crane System 4 Conclusions References Design of Ambient Conditions Control Capability in Retail 1 Introduction 2 Background 2.1 Ambient Conditions Management 2.2 Capability Driven Development 3 Capability Design 3.1 Motivational Case 3.2 Capability Model 3.3 Context Processing 4 Implementation 4.1 Platform 4.2 Setup 4.3 Execution 5 Conclusion References HyDensity: A Hyper-Volume-Based Density Metric for Automatic Cluster Evaluation 1 Introduction 2 State-of-the-Art 3 Methodology 3.1 Already-Existing Metrics 3.2 Proposed Metric: HyDensity 3.3 Hybridization of the Metrics 4 Application to Industrial Data 4.1 Academic Dataset: Gaussian Distributions 4.2 Real Industrial Dataset 5 Conclusion References Synchronizing Devices Using Asset Administration Shells 1 Introduction 2 Asset 3 Digital Twin 4 Asset Administration Shells 4.1 Structure of the Asset Administration Shell 4.2 Interface of the Asset Administration Shell 4.3 Behaviour of Asset Administration Shells 5 Infrastructure 6 PackML vs. BaSyx CC 7 Explanation of the Practical Use Case 7.1 Initial Situation in the Use Case 7.2 Discussion of the Requirements 7.3 Implementation 7.4 Interface to AAS 8 Generating Process 8.1 AAS Interface After Generation Process 8.2 Precondition for Synchronization 9 Web GUI 10 Conclusion and Outlook References A Family of Digital T Workflows and Architectures: Exploring Two Cases 1 Introduction 2 Variability Modelling 3 Example Cases 3.1 Line-Following Robot 3.2 Incubator 4 Exploration Stage 5 Design Stage 6 Deployment Stage 7 Workflow 8 Conclusions and Related Work References Online Facility Location Problems Inspired by the COVID-19 Pandemic 1 Introduction 1.1 Our Results 1.2 Lower Bounds 1.3 Outline 2 Literature Review 2.1 Leasing Model 2.2 Online Facility Location 3 Preliminaries 4 Metric D-OFSL 4.1 Graph Formulation of Metric d-OFSL 4.2 Primal-dual Formulation of Metric d-OFSL 4.3 Primal-dual Algorithm 4.4 Competitive Analysis 5 Non-metric d-OFSL 5.1 Graph Formulation of Non-metric d-OFSL 5.2 Online Algorithm 5.3 Competitive Analysis 6 Concluding Remarks References An Online Variant of Set Cover Inspired by Happy Clients 1 Introduction 2 Our Contribution 2.1 Overview 3 Preliminaries and Literature Review 4 Online Algorithm 5 Competitive Analysis 6 Discussion References General Architecture Framework and General Modelling Framework: Interoperability of Enterprise Architecture 1 Introduction 2 General Architecture Framework (GAF) and General Modelling Framework (GMF) 2.1 General Architecture Framework (GAF) 2.2 General Modelling Framework (GMF) 2.3 GAF Implementation 3 Interoperability of Enterprise Architecture Frameworks Through GAF 3.1 Relationships Between Mainstream Architecture Frameworks 3.2 GAF and Zachman Framework 3.3 GAF and CIM-OSA 3.4 GAF and FEAF 2.0 3.5 GAF and GIM/IMPACS 3.6 GAF and GERAM 4 Interoperability of Modelling Frameworks Through GMF 4.1 GMF and FEAF 2.0 4.2 GMF and UML 4.3 GMF and SysML 4.4 GMF and ArchiMate 4.5 GMF and Other Modelling Frameworks 5 Conclusions References Author Index