Description For this purpose the Arrowhead Tool's grand challenges are defined as: Engineering costs reduction by 40-60% for a wide range of automation/digitalisation solutions.
Organisation AIT AUSTRIAN INSTITUTE OF TECHNOLOGY GMBH (AIT Austrian Institute of Technology GmbH)
 Launching the Machine Tool: integration of third parties services using the Arrowhead Framework Result title Launching the Machine Tool: integration of third parties services using the Arrowhead Framework Result description This HMI, is an Arrowhead Compliant consumer that consumes and integrates data published by the providers and shows in the same platform the data. Result comments Arrowhead Tools
 Video - Digital Supply Chain Twin from Bosch Result description This HMI, is an Arrowhead Compliant consumer that consumes and integrates data published by the providers and shows in the same platform the data. Result comments Arrowhead Tools
 Productive 4.0: Mondragon Collaboration Use Case (video) Result comments Arrowhead Tools
 Video - Arrowhead Management Tool Overview Result comments Arrowhead Tools
 Video - Arrowhead Tools Interview - ECE 2019 - Eclipse Foundation Result comments Arrowhead Tools
 Eclipse Arrowhead Basic Principles Result comments Arrowhead Tools
 Video - Operational technology and Information technology integration in production automation Result comments Arrowhead Tools
 Arrowhead Tools introduction Result comments Arrowhead Tools
 Eclipse Arrowhead Introduction Result comments Arrowhead Tools
 Eclipse Arrowhead Pitch Result comments Arrowhead Tools
 Eclipse Arrowhead Basic Principles Result comments Arrowhead Tools
 Eclipse Arrowhead technology highlight Result comments Arrowhead Tools
 Contract aware production management Result comments Arrowhead Tools
 Operational technology and Information technology integration in production automation Result comments Arrowhead Tools
 Plant Description Engine an Eclipse Arrowhead system Result comments Arrowhead Tools
 Contract aware automation and the AH ContractProxy Result comments Arrowhead Tools
 Arrowhead adaptor SW package Result comments Arrowhead Tools
 Secure on-boarding into a protected Arrowhead local cloud Result comments Arrowhead Tools
 Eclipse Arrowhead SafetyManager Result comments Arrowhead Tools
 Arrowhead Framework QoS demo Result comments Arrowhead Tools
 IEEE INDIN 2020 keynote by Professor Jerker Delsing Result comments Arrowhead Tools
 Engineering of local cloud deployments Result comments Arrowhead Tools
 Automation engineering based a network of partners Result comments Arrowhead Tools
 SysML tooling for design and engineering of System of Systems Result comments Arrowhead Tools
 Integrating semiconductor production automation using Eclipse Arrowhead engineering process Result comments Arrowhead Tools
 European Digital Manufacturing demo powered by Eclipse Arrowhead Result comments Arrowhead Tools
 Real time ball tracking realised on Zynq embedded hardware Result comments Arrowhead Tools
 Arrowhead test of connected roller bearings Result comments Arrowhead Tools
 Arrowhead tests between SKF and railway operator SJ Result comments Arrowhead Tools
 Applying Eclipse Arrowhead in CNC production Result comments Arrowhead Tools
 Arrowhead FW - Simple Example Quick Runner Guide Result comments Arrowhead Tools
 Arrowhead FW - Build and Start from Zero Result comments Arrowhead Tools
 Arrowhead FW - Simple Example Installer Guide Result comments Arrowhead Tools
 Arrowhead FW - System Of Systems Example (Car Demo) Result comments Arrowhead Tools
 How to make a tool Arrowhead compliant Result comments Arrowhead Tools
 #CSWAutumn20 / Arrowhead Framework Result comments Arrowhead Tools
 Arrowhead Framework crash course 20190529 Result comments Arrowhead Tools
 Arrowhead Tools - 18 February 2022 - ConnectedFactories event Result comments Arrowhead Tools
 Challenges in Smart Health Applications using Wearable Medical Internet of Things – A Review Result comments Arrowhead Tools Result acronym Arrowhead Tools-709613
 Arrowhead Core System on Ubuntu 18.04 Result comments Arrowhead Tools
 Service Contract Definition Analysis Result comments Arrowhead Tools
 Generic Autonomic Management as a Service in a SOA-based Framework for Industry 4.0 Result comments Arrowhead Tools
 Dynamic Multilevel Workflow Management Concept for Industrial IoT Systems Result comments Arrowhead Tools
 Bringing Clouds Down to Earth: Modeling Arrowhead Deployments via Eclipse Vorto Result comments Arrowhead Tools
 SOA framework platform for Y2 Result comments Arrowhead Tools
 Autoencoder Alignment Approach to Run-Time Interoperability for System of Systems Engineering Result comments Arrowhead Tools
 Revised procedure model Result comments Arrowhead Tools
 Tracking body motions in order to guide a robot using the time of flight technology Result comments Arrowhead Tools
 Conversion of LSAT behavioral specifications to automata Result comments Arrowhead Tools
 A Survey of Blockchain From the Perspectives of Applications, Challenges, and Opportunities Result comments Arrowhead Tools
 Tool Chain design for Y1 Result comments Arrowhead Tools
 Self-Adaptation Applied to MQTT via a Generic Autonomic Management Framework Result comments Arrowhead Tools
 Service Contract Definition Analysis Result comments Arrowhead Tools
 Autoencoder Alignment Approach to Run-Time Interoperability for System of Systems Engineering Result comments Arrowhead Tools
 Model-assisted Compressed Sensing for Vibration-based Structural Health Monitoring Result comments Arrowhead Tools
 Tracking body motions in order to guide a robot using the time of flight technology Result comments Arrowhead Tools
 A Study on Industrial IoT for the Mining Industry: Synthesized Architecture and Open Research Directions Result comments Arrowhead Tools
 Industrial Frameworks for Internet of Things: A Survey Result comments Arrowhead Tools
 Periodic Reporting for period 3 - Arrowhead Tools (Arrowhead Tools for Engineering of Digitalisation Solutions) Result comments Arrowhead Tools
 Trenz TEBF0808 + TE0808 04 6EB21A SoM I2C Communication with NUCLEO STM32H753 Result comments Arrowhead Tools
 Sensor Data Fusion System for Optimization of Human/ Robotic Collaboration Result comments Arrowhead Tools
 Dynamical Orchestration and Configuration Services in Industrial IoT Systems: An Autonomic Approach Result comments Arrowhead Tools
 Trenz TEBF0808 + TE0808 04 6EB21A SoM with Analog Devices AD FMCDAQ2 EBZ Evaluation Board Result comments Arrowhead Tools
 Approaching Non-Disruptive Distributed Ledger Technologies via the Exchange Network Architecture Result comments Arrowhead Tools
 Annotation Rules for XML Schemas with Grouped Semantic Annotations Result comments Arrowhead Tools
 A Survey of Blockchain From the Perspectives of Applications, Challenges, and Opportunities Result comments Arrowhead Tools
 Eclipse Arrowhead Result comments Arrowhead Tools
 Service-based Semiconductor Manufacturing using the Digital Reference Ontology for Global Service Discovery Result comments Arrowhead Tools
 Enabling system artifacts reuse through the semantic representation of engineering models: a case study of Simulink models Result comments Arrowhead Tools
 Interoperability automation considered as machine learning tasks Result comments Arrowhead Tools
 The use of AI for assisting asset configuration Result comments Arrowhead Tools
 Toolchain Modeling: Comprehensive Engineering Plans for Industry 4.0 Result comments Arrowhead Tools
 Tool Chain design for Y2 Result comments Arrowhead Tools
 Generic Autonomic Management as a Service in a SOA-based Framework for Industry 4.0 Result comments Arrowhead Tools
 Standardisation report Y2 Result comments Arrowhead Tools
 Sensor Data Fusion System for Optimization of Human/Robotic Collaboration Result comments Arrowhead Tools
 Leveraging Eclipse IoT in the Arrowhead Framework Result comments Arrowhead Tools
 Distributed Decision Making Enabled by the Arrowhead Framework Result comments Arrowhead Tools
 Evolutionary Architecture and Engineering Concepts for Very Large-scale Sensor-based Solutions : (Invited Paper) Result comments Arrowhead Tools
 Smart ToF/Radar Fusion System for a Human/Robotic Collaboration with Proactive Robotic Reactions Result comments Arrowhead Tools
 Cluster-based Vibration Analysis of Structures with Graph Signal Processing Result comments Arrowhead Tools
 Arrowhead Datamanager integration with Eclipse 4DIAC environment Result comments Arrowhead Tools
 Discovering Web Things as Services within the Arrowhead Framework Result comments Arrowhead Tools
 Kalix: A Java 11 Library for Developing Eclipse Arrowhead System-of-Systems Result comments Arrowhead Tools
 Transformation of semantic knowledge into simulation-based decision support Result comments Arrowhead Tools
 An Engineering Process model for managing a digitalised life-cycle of products in the Industry 4.0 Result comments Arrowhead Tools
 Vibrational Measurement and Visualization in Semiconductor AMHS Result comments Arrowhead Tools
 Artificial Intelligence Leverages 3-layer IoT Architectures for the Next Industrial Revolution Result comments Arrowhead Tools
 Influence of Dielectric Overlay Dimensions on Performance of Miniaturized ESPAR Antenna Result comments Arrowhead Tools
 Standardisation report Y1 Result comments Arrowhead Tools
 Trenz TEBF0808 + TE0808-04-6EB21A SoM Running Petalinux 2018.2 Kernel with Debian Buster File System Result comments Arrowhead Tools
 Procedure model Result comments Arrowhead Tools
 A Model for Signatories in Cyber-Physical Systems Result comments Arrowhead Tools
 Transformational Supervisor Synthesis for Evolving Systems Result comments Arrowhead Tools
 DOCMA: A Decentralized Orchestrator for Containerized Microservice Applications Result comments Arrowhead Tools
 Investigation of Predictive Maintenance for Semiconductor Manufacturing and its Impacts on the Supply Chain Result comments Arrowhead Tools
 An embedded device for direction-of-arrival estimation in BLE networks based on a reconfigurable antenna Result comments Arrowhead Tools
 Self-Adaptation Applied to MQTT via a Generic Autonomic Management Framework Result comments Arrowhead Tools
 Sensor Data Fusion System for Optimization of Human/Robotic Collaboration Result comments Arrowhead Tools
 Sensors data fusion for smart decisions making: A novel bi-functional system for the evaluation of sensors contribution in classification problems Result comments Arrowhead Tools
 Industry 4.0 Solutions for Interoperability: a Use Case about Tools and Tool Chains in the Arrowhead Tools Project Result comments Arrowhead Tools
 12th online Mittweida Workshop on Computational Intelligence- Innovative Efforts and Enhanced Experiences Result comments Arrowhead Tools
 Training and verification plan for Y1 Result comments Arrowhead Tools
 A Model for Signatories in Cyber-Physical Systems Result comments Arrowhead Tools
 Security Standard Compliance and Continuous Verification for Industrial IoT Result comments Arrowhead Tools
 Static Deadlock Detection in Frama-C Result comments Arrowhead Tools
 Computational Effort of BDD-based Supervisor Synthesis of Extended Finite Automata Result comments Arrowhead Tools
 An Engineering Process model for managing a digitalised life-cycle of products in the Industry 4.0 Result comments Arrowhead Tools
 An interoperable tool-chain for energy monitoring applications Result comments Arrowhead Tools
 An Energy-efficient Distributed TDMA Scheduling Algorithm for ZigBee-like Cluster-tree WSNs Result comments Arrowhead Tools
 From Models to Management and Back: Towards a System-of-Systems Engineering Toolchain Result comments Arrowhead Tools
 Improved Analytical Model of Induction Machine for Digital Twin Application Result comments Arrowhead Tools
 DOCMA: A Decentralized Orchestrator for Containerized Microservice Applications Result comments Arrowhead Tools
 JSON Schemas with Semantic Annotations Supporting Data Translation Result comments Arrowhead Tools
 Supervisory Control for Dynamic Feature Configuration in Product Lines Result comments Arrowhead Tools
 Usage and training report for Y1 plan for Y2 Result comments Arrowhead Tools
 Kalix: A Java 11 Library for Developing Eclipse Arrowhead System-of-Systems Result comments Arrowhead Tools
 Efficiently enforcing mutual state exclusion requirements in symbolic supervisor synthesis Result comments Arrowhead Tools
 An Engineering Process model for managing a digitalised life-cycle of products in the Industry 4.0 Result comments Arrowhead Tools
 SOA framework platform for Y1 Result comments Arrowhead Tools
 Security Standard Compliance Verification in System of Systems Result comments Arrowhead Tools
 Security standard compliance and continuous verification for IoT Result comments Arrowhead Tools
 Surrogate Modeling of Electrical Machine Torque Using Artificial Neural Networks Result comments Arrowhead Tools
 DSM-based variable ordering heuristic for reduced computational effort of symbolic supervisor synthesis Result comments Arrowhead Tools
 A Survey on Service Composition Languages Result comments Arrowhead Tools
 NOVAAS: A Reference Implementation of Industrie4.0 Asset Administration Shell with best-of-breed practices from IT engineering Result comments Arrowhead Tools
 Access Control Model for Time Series Databases using NGAC Result comments Arrowhead Tools
 Sensors Data Fusion for Smart Decisions Making Using Interpretative Machine Learning Models Result comments Arrowhead Tools
 Model Integrated Decomposition and Assisted Specification (MIDAS) Result comments Arrowhead Tools
 Access Control Model for Time Series Databases using NGAC Result comments Arrowhead Tools
 Semantic Recovery of Traceability Links between System Artifacts Result comments Arrowhead Tools
 ToF/Radar Early Feature-Based Fusion System for Human Detection and Tracking Result comments Arrowhead Tools
 Smart ToF/Radar Fusion System for a Human/Robotic Collaboration with Proactive Robotic Reactions Result comments Arrowhead Tools
 AutoML for Log File Analysis (ALFA) in a Production Line System of Systems pointed towards Predictive Maintenance Result comments Arrowhead Tools
 Conversion of LSAT behavioral specifications to automata Result comments Arrowhead Tools
 OctoberTech Conference Result comments Arrowhead Tools
 First Steps Towards Bridging Simulation and Ontology to Ease the Model Creation on the Example of Semiconductor Industry Result comments Arrowhead Tools
 Standardisation base line Result comments Arrowhead Tools
 A Survey of Secure Internet of Things in Relation to Blockchain Result comments Arrowhead Tools
 System of Systems Lifecycle Management—A New Concept Based on Process Engineering Methodologies Result comments Arrowhead Tools
 Evolutionary Architecture and Engineering Concepts for Very Large-scale Sensor-based Solutions : (Invited Paper) Result comments Arrowhead Tools
 „Efficient Sensor Integration using IoT Frameworks in the Semiconductor Industry “ Result comments Arrowhead Tools
 Interoperability for Industrial Internet of Things Based on Service-oriented Architecture Result comments Arrowhead Tools
 “3D Time of Flight und Radar Sensordaten Fusion zur intelligenten Objekterkennung und –verfolgung im Bereich Robotik” Result comments Arrowhead Tools
 “Interpretable AI for Multi Sensor Fusion and Smart Decision -on the way to interpretable neural networks application” Result comments Arrowhead Tools
 „Beyond the Passive Usage of Sensor Data AI-based Advanced Sensor Applications” Result comments Arrowhead Tools
 “Sensors Data Fusion for Smart Decisions Making Using Interpretative Machine Learning Models” Result comments Arrowhead Tools
 Sensors performance evaluation in classification tasks – ToF/Radar fusion system use case Result comments Arrowhead Tools
 „Efficient Sensor Integration using IoT Frameworks in the Semiconductor Industry“ Result comments Arrowhead Tools
 """Machine Health diagnostics of Semiconductor Facility equipment""" Result comments Arrowhead Tools
 “Smart People Counting System” Result comments Arrowhead Tools
 Smart People Counting System Result comments Arrowhead Tools
 Establishing a Chain of Trust in a Sporadically Connected Cyber-Physical System Result comments Arrowhead Tools
 Data Integration Models for Heterogeneous Industrial Systems: A Conceptual Analysis Result comments Arrowhead Tools
 Ricardian Contracts for Industry 4.0 via the Arrowhead Contract Proxy Result comments Arrowhead Tools
 Service interface translation. an interoperability approach Result comments Arrowhead Tools
 Autonomous runtime consumer interface generation and deployment for service interoperability Result comments Arrowhead Tools
 The Role of Service Contracts in Interoperability Mismatch Identification Result comments Arrowhead Tools
 Fine-grained Access Control for Time-Series Databases using NGAC Result comments Arrowhead Tools
 SysML modeling of service-oriented system-of-systems. Innovations Syst Softw Eng (2022). Result comments Arrowhead Tools
 Perception, Planning and Control System for Automated Slalom with Porsche Panamera Result comments Arrowhead Tools
 Car Racing Line Optimization with Genetic Algorithm using Approximate Homeomorphism Result comments Arrowhead Tools
 Parallel Parking: Optimal Entry and Minimum Slot Dimensions Result comments Arrowhead Tools
 Comparison of Control Approaches for Autonomous Race Car Model Result comments Arrowhead Tools
 System Identification at the Extreme Edge for Network Load Reduction in Vibration-based Monitoring Result comments Arrowhead Tools
 Model-driven production software development for calibration Result comments Arrowhead Tools
 Transformational supervisor synthesis for evolving systems Result comments Arrowhead Tools
 Automated derivation of variants in manufacturing systems design Result comments Arrowhead Tools
 Taming the state-space explosion in the makespan optimization of Flexible Manufacturing Systems Result comments Arrowhead Tools
 Management platform for data translators supported by semantic annotations Result comments Arrowhead Tools
 Survey on delegated and self-contained authorization techniques in CPS and IoT Result comments Arrowhead Tools
 LSAT: Specification and Analysis of Product Logistics in Flexible Manufacturing Systems Result comments Arrowhead Tools
 Two-way Integration of Service-Oriented Systems-of-Systems with the Web of Things Result comments Arrowhead Tools
 Seamless Integration of RESTful Web Services with the Web of Things Result comments Arrowhead Tools
 Artifact: C3PO - Converter of OPen API SPecification to WoT Objects Result comments Arrowhead Tools
 A Survey on the Web of Things Result comments Arrowhead Tools
 Modeling an Industrial Revolution: How to Manage Large-Scale, Complex IoT Ecosystems? Result comments Arrowhead Tools
 A Toolchain Architecture for Condition Monitoring Using the Eclipse Arrowhead Framework Result comments Arrowhead Tools
 Modeling Relationships Between Feature Model Views Result comments Arrowhead Tools
 Data Acquisition for the Arrowhead Framework Result comments Arrowhead Tools
 Improving wafer map classification in Industry 4.0 Result comments Arrowhead Tools
 Building Experimental Laboratory for Digital Twin in Service Oriented Architecture Result comments Arrowhead Tools
 Tool Chain design for Y3 Result comments Arrowhead Tools
 SOA framework platform - Consolidated Result comments Arrowhead Tools
 Standardisation report Y3 Result comments Arrowhead Tools
 SOA framework platform for Y3 Result comments Arrowhead Tools
 Tool Chain design - consolidated Result comments Arrowhead Tools
 Usage and training report for Y2 plan for Y3 Result comments Arrowhead Tools
 Usage and training report for Y3 Result comments Arrowhead Tools
 Exploration of Convolutional Neural Network models for source code classification Result comments Arrowhead Tools
 A SOA-Based Engineering Process Model for the Life Cycle Management of System-of-Systems in Industry 4.0 Result comments Arrowhead Tools
 A Model for Signatories in Cyber-Physical Systems Result comments Arrowhead Tools
 A Survey of Secure Internet of Things in Relation to Blockchain Result comments Arrowhead Tools
 Supervisor synthesis and throughput optimization of partially-controllable manufacturing systems Result comments Arrowhead Tools
 Access Control Model for Time Series Databases using NGAC Result comments Arrowhead Tools
 Kalix: A Java 11 Library for Developing Eclipse Arrowhead System-of-Systems Result comments Arrowhead Tools
 Interoperability automation considered as machine learning tasks Result comments Arrowhead Tools
 BUILDING MODEL CALIBRATION METHODS FOR BUILDING OPERATIONAPPLICATIONS Result comments Arrowhead Tools
 Service Contract Definition Analysis Result comments Arrowhead Tools

Description and not fully impacted yet by I5.0 transformations.
Organisation University of Southern Denmark
 Creation of cluster with sister projects Result title Creation of cluster with sister projects
 Automation of outbound facility in pharmaceutical sector Result description control the orders and assess the workforce, pack the goods and print the accompanying documentation.

Description Although OSH now has the potential to follow the same successful path, it has not found its way to mainstream business application yet. OPEN!
Organisation UNIVERSITY OF BATH (UBAH)
 IDENTIFYING THE FACTORS AFFECTING THE REPLICABILITY OF OPEN SOURCE HARDWARE DESIGNS Result title IDENTIFYING THE FACTORS AFFECTING THE REPLICABILITY OF OPEN SOURCE HARDWARE DESIGNS
 A handbook/scientific papers/series of video Result description A published dandbook with full documentation of the journey and best practices as one of the main outcomes of the project series of training which is planned to be available in English and translated into

Description By applying educational approaches based on Communities of Practice, FIT4FoF will empower workers to be drivers of the design, development and delivery of their own upskilling programmes.
Organisation Polytechnic Institute of Bragança
 Methods and tools for composition & assessment of training scenarios and templates Result title Methods and tools for composition & assessment of training scenarios and templates Result description Methods and tools for composition & assessment of training scenarios and templates

Description While the theoretical foundations for Cloud manufacturing are manifest there are no proven tools and technologies exist in the market - CREMA aims to change this fact by providing Cloud-based Rapid Elastic
Organisation Control 2K Limited
Comments products Manufacturing the products of the future Customised products Manufacturing future products Manufacturing the products of the future Resource efficient, sustainable products Manufacturing future
 VISP: An Ecosystem for Elastic Data Stream Processing for the Internet of Things Result title VISP: An Ecosystem for Elastic Data Stream Processing for the Internet of Things
 Machinery Use Case Result description costs by a better coordination between customers, spare parts suppliers (GOIZ) and TAS companies avoiding additional costs and time due to a non-presence of spare parts on the client or non-scheduled
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon title RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data
 Data ownership - data governance Taxon description (Trade Secrets, data base directive) Transparency: Can users monitor/control the sharing of data with third parties? Are there “expiration dates” for data use?

Description For the change over time we expect a reduction of 15% to 30% by shortening the worker training time.
Organisation INSTITUTE OF COMMUNICATION AND COMPUTER SYSTEMS
 A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set Result title A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set
 Feature Necessity & Relevancy in ML Classifier Explanations Result description ., Marques-Silva, J.Journal title: Tools and Algorithms for the Construction and Analysis of Systems.