Projects overview

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Comments Proservice) -nodularization process through converter (Initec process) (Foseco) -Internal sanity inspection of cast iron pieces (X-ray) Innospexion -Differential thermal analysis (Proservice) -Wireless Data
 Wireless Data logger box Result title Wireless Data logger box
 Methodology of innovative cast iron industrial processes Result description Cast iron solidification modelling (CAD/CAE) using the modern simulation codes.
 Number of developed systems and technologies Comments Proservice) -nodularization process through converter (Initec process) (Foseco) -Internal sanity inspection of cast iron pieces (X-ray) Innospexion -Differential thermal analysis (Proservice) -Wireless Data
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Description polymeric and metallic frames - advanced coating technologies, for short series lens coating - automated procedures, for personalisable frames catalogue design - scanning devices, for end-user anthropometric data
Comments and communication technologies Technologies and enablers Collaborative and decentralized application architectures and development tools ICT performance characteristics Interoperability (ICT) System modelling
 ICT-based mini-factories platform management Result description The ICT platform including: - Networked architecture: functional modules and detailed data model to be used in the IT platform, which are based in modern systems design principles (REST, service-oriented
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
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Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 Semantic Data Model & Repository Result title Semantic Data Model & Repository Result description The Semantic Web technologies are adopted for developing the data models as ontologies since they offer several key advantages to the whole Apps4Ame.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 5.2 Advanced Information Models for knowledge creation and learning Taxon description Future ICT research should focus on context-aware information modelling on data captured from the shop floor and enterprise backend systems.
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Description Des-MOLD will uses as a main source, past empirical industrial experiences and simulation data to optimize, at the design time, the geometries of the pieces and moulds according to the desired features
Comments highly standardized molds to customized products with small batches, it is possible to construct an intelligent knowledge-based system that uses as a main source, past empirical experiences and simulation data
 Final Report Summary - DES-MOLD (Feature-Based Design and Modelling for Injection-molding Optimization) Result title Final Report Summary - DES-MOLD (Feature-Based Design and Modelling for Injection-molding Optimization)
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 RP 3.1 Integrated factory models for evolvable manufacturing systems Taxon description getting a holistic overview of KPIs computed on collected data.
 Customised products Comments highly standardized molds to customized products with small batches, it is possible to construct an intelligent knowledge-based system that uses as a main source, past empirical experiences and simulation data
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Description From a technical point of view, the project will focus on: data (exchange and integration); services (adaptation, interoperability); and workflows (integration, co-operation).
Comments . - Management of data and information is archived in a standard format (STEP, ISO 10303), reducing product costs and preserving existing jobs. - Accessibility for services from any point and any device
 Product Lifecycle and Engineering Data Management (PLM) on the Cloud Result title Product Lifecycle and Engineering Data Management (PLM) on the Cloud Result description controlled data sets and an easy and fast visual inspection.
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description Distributed simulation systems offer good local optimization outcomes but lack interoperability and holistic modelling options, especially for complex manufacturing systems.
 Number of participating SMEs Comments . - Management of data and information is archived in a standard format (STEP, ISO 10303), reducing product costs and preserving existing jobs. - Accessibility for services from any point and any device
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Description process accurate.Within this project the goal is to develop an adaptive laser micromachining system, based on ultrashort pulsed laser ablation and a novel depth measurement sensor, together with advanced data
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Significant innovations and achievements
 Revision of the automatic point cloud analysis software for defect detection and evaluation with real data Result title Revision of the automatic point cloud analysis software for defect detection and evaluation with real data
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
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Description WORKERS" (FACTS4WORKERS), therefore a serious effort will be put into integrating already available IT enablers into a seamless & flexible Smart Factory infrastructure based on worker-centric and data-driven
Comments acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data storage Technologies and enablers Data collection, storage
 Data Management Plan Result title Data Management Plan Result description Data Management Plan
 RP 5.2 Advanced Information Models for knowledge creation and learning Taxon description Future ICT research should focus on context-aware information modelling on data captured from the shop floor and enterprise backend systems.
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Comments platforms Technologies and enablers Data spaces Information and communication technologies Collaborative and decentralized application architectures and development tools ICT performance characteristics
 Product variety management using data-mining methods — Reducing planning complexity by applying clustering analysis on product portfolios Result title Product variety management using data-mining methods — Reducing planning complexity by applying clustering analysis on product portfolios
 Plant Configuration for Frugal Innovation Result description This internal data structure communicates with the common PLM frugal framework data base via the PLM connector.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 3.1 Integrated factory models for evolvable manufacturing systems Taxon description getting a holistic overview of KPIs computed on collected data.
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Comments analytics Addressed processes Data storage Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data modelling Technologies and
 Periodic Reporting for period 2 - TWIN-CONTROL (Twin-model based virtual manufacturing for machine tool-process simulation and control) Result description In fact, according to Industry 4.0, modelling plays a key role in managing the increasing complexity of technological systems. However, the different...
 Data modelling Taxon title Data modelling
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.
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Comments Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Cognitive and artificial intelligence (AI) technologies - machine
 Data processing Taxon title Data processing
 RP 2.10 Adaptive Process Automation and Control for a sensing shop floor Taxon description These systems should include software capable of monitoring KPIs and lifecycle parameters as well as data processing and data-mining technologies capable of extracting the knowledge and model of machine
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Comments availability Manufacturing performance characteristics Economic sustainability Increasing human achievements in manufacturing systems Manufacturing performance characteristics Social sustainability System modelling
 Key enablers and cross-cutting factors Result description data storage, simulation tools, high performance computing, big data technologies, artificial intelligence, etc… Cross-cutting aspects are described through a comprehensive set of structured
 System modelling - digital twins, simulation Taxon title System modelling - digital twins, simulation
 Data Liability Taxon description . for example in relation to quality of data, data, security breaches, delivery, data analytics misuse or misrepresentation, loss of stored data, access or retrieval of data, etc.
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Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Collaborative and decentralized
 CPS Data Model Architecture - M12 release Result title CPS Data Model Architecture - M12 release Result description Report on the CPS data models and ontologies of the project, including techniques for their aggregation into higher level data models. This is the first of two incremental releases.
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Description reworking/remanufacturing of the product, if this is possible, using additive and subtractive manufacturing techniques (Z-REPAIR) and (v) the management of the aforementioned strategies through event modelling
Comments All these data is propagated in the system with data communication protocols, such as HTTP and AMQP, creating a data stream process in the system.
 Data Management Plan (DMP) Result title Data Management Plan (DMP) Result description The plan will describe ways to manage all research data, and metadata, during and after the project duration.
 Data processing Taxon title Data processing Taxon description Data processing is, generally, the collection and manipulation of items of data to produce meaningful information (https://en.wikipedia.org
 Interoperability (ICT) Comments All these data is propagated in the system with data communication protocols, such as HTTP and AMQP, creating a data stream process in the system.
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Comments and AI Information and communication technologies Data processing Technologies and enablers Data collection, storage, analytics, processing and AI Information and communication technologies Data collection
 Data Management Plan Result title Data Management Plan Result description Plan describing the collection and use of data in the project and in particular how and which data will be made available to other researchers after the end of the project.
 Data analytics Taxon title Data analytics

L4MS | Logistics for Manufacturing SMEs

01-10-2017

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31-03-2021

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Description relies upon: An open industrial IoT platform with enablers for rapid and efficient deployment of customized logistics solutions A suite of "Smartization services" including business modelling
Comments Technologies and enablers Mechatronics and robotics technologies IoT - Internet of Things Technologies and enablers Information and communication technologies Digital manufacturing platforms - data
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 IoT - Internet of Things Taxon description of Things (IoT) is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers (UIDs) and the ability to transfer data
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Comments Moreover, the deployment of artificial intelligence techniques for data processing will not be just aimed to enable robot perception, but will also make robot cognition possible.
 Data Management Plan Result title Data Management Plan Result description Data Management Plan (DMP): The plan will describe ways to manage all research data, and metadata, during and after the project duration; open data sets, means to access, updating, etc
 Autonomous Smart Factories Pathway Comments Moreover, the deployment of artificial intelligence techniques for data processing will not be just aimed to enable robot perception, but will also make robot cognition possible.
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Comments /object model interoperability - Data exchange formats - APIs ICT performance characteristics Integration level interoperability General interoperability framework Interoperability (ICT) Connectivity
 Behavioural modelling of attackers’ choices Result title Behavioural modelling of attackers’ choices
 Safety-critical Sandbox (Beta) Result description Implementation and evaluation of formal model using model checker/big data analytics techniques – M24
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 A Security Architecture for Digital Manufacturing Platforms Taxon description Digital Manufacturing Platforms tend to try to bridge operational systems with information technology, such as the use of analytics, data collection and distribution and visualization that can lead to

iDev40 | Integrated Development 4.0

01-05-2018

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31-10-2021

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Description The new concept of introducing seamlessly integrated development together with automation and network solutions as well as enhancing the transparency of data, their consistence, flexibility and overall
Organisation KNOW-CENTER GMBH RESEARCH CENTER FOR DATA-DRIVEN BUSINESS & BIG DATA ANALYTICS (KNOW)
 D7.2.2.2 IC yield prediction with knowledge-based modelling (UC4) Result title D7.2.2.2 IC yield prediction with knowledge-based modelling (UC4)
 D7.2.1.1 Efficient modelling of electro-thermo-mechanical stress during fast power cycling operation of an IC Result description The deliverable reports on proposed techniques for an efficient modelling of electro-thermo-mechanical stress during fast power cycling Operation.
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Description A knowledge base (KB) to include system know-how data as well as real-time environment information was developed.
 Data Security Result title Data Security Result acronym Data Security
 Primitives learning Result description The problem associated with modelling and learning the human occupancy prediction modules has been addressed.
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Comments d) Plug-in, developing and adapting relevant soft matter modelling and simulation tools to digitally explore the performance of new formulations.
 User manual and results of the data analysis Result title User manual and results of the data analysis Result description The report provides a detail description on data analysis and a user manual.
 R&I Objective 1.4: Artificial intelligence for productive, excellent, robust and agile manufacturing chains - Predictive manufacturing capabilities & logistics of the future Comments d) Plug-in, developing and adapting relevant soft matter modelling and simulation tools to digitally explore the performance of new formulations.
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Description Seven case-studies will deliver data to create and validate the platform including the re-use of excess heat from a cement producer and a metal casting company, an industrial park and local supermarkets
 Open digital research data Result title Open digital research data Result description in open data repositories
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Description Cyber-defence mechanisms for sophisticated poisoning and evasion attacks against deep neural networks operating over industrial data.
 Security and Data Governance Infrastructure-Initial version Result title Security and Data Governance Infrastructure-Initial version
 Decentralized Reliability for Industrial Data and Distributed Analytics-Initial version Result description Prototype implementation of the decentralized data reliability infrastructure of task T31 Initial version