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 Human Activity Recognition Result description . # Consistent Point Cloud generation: A data fusion, filtering and down-sampling is performed to decrease data flow management and increase the robustness and reactivity of the system. # Human activity
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
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 Integration and communication architecture Result description Centralized coordination of resources via a service oriented architecture Data repository, messaging and communication mechanisms provision
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
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Comments - Market strategy is periodically reassessed also in light of the regulations and standardisation Success Factors Market aspects (MA) MA - Assess barriers for commersialisation at B2B-market, (e.g. trust
 Production System Opportunistic Maintenance Planning Result description Data gathering from sensorial data: this module receives in input data from the multiple sensors implemented at shop floor level to observe the degradation behaviour of the critical components in the system
 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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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 - Market strategy is periodically reassessed also in light of the regulations and standardisation Success Factors Market aspects (MA) MA - Assess barriers for commersialisation at B2B-market, (e.g. trust
 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
 RP 6.9 On-demand manufacturing of customer-centric products Taxon description Design tools should identify and transfer key consumer requirements and collected data from suppliers into automated process routines.
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Comments RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data FoF Partnership SRIA Research priorities Domain 5: Human-centric manufacturing The holistic factrory simulation tool includes
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon title RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Aspects of data mining and data management have to be considered in the context of this process.
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 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
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Comments ownership - data governance Business model aspects Data Liability Business model aspects Data acquisition Technologies and enablers Data collection, storage, analytics, processing and AI Information
 Cost-Efficient Data Redundancy in the Cloud Result title Cost-Efficient Data Redundancy in the Cloud
 Automotive Use Case Result description Valuable efficiency and machine status data from the production processes coupled with data from legacy systems and positional data from key production assets will provide greater insight into the plant
 Data ownership - data governance Taxon title Data ownership - data governance
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
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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
 Data storage Taxon title Data storage
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
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Description the Data acquisition modules to collect the data from the in-mould cavity pressure and temperature sensors as well to collect data from the injection machine PLC; Thanks to the data acquisition modules
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Standards Standards and standardisation
 Integrated data acquistion system for Plastic Injection Moulding machines and moulds Result title Integrated data acquistion system for Plastic Injection Moulding machines and moulds Result description d) It enables to acquire the following data per cycle:  • Mould/cavity data: cavity pressure and temperature  • Machine data: screw position, machine pressure, cycle time &ensp
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
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Comments Information and communication technologies Technologies and enablers ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage
 Big Data Analytics Tools and Platforms First Result title Big Data Analytics Tools and Platforms First
 Mobile Applications Development Platform First Result description Data Analytics and 3D rendering in product service systems
 Mobile Applications Development Platform Final Result description Data Analytics and 3D rendering in product service systems
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 6.3 Collaborative product-service systems design environments for SME involvement Taxon description API, data standards).
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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 Domain 4 - Collaborative and Mobile
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 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 with the participation in the Open Research Data (ORD) pilot.
 DELIVERABLE D6.2 - Data Management Plan Result title Data Management Plan
 Data Management Plan Result title Data Management Plan
 SatisFactory Visual Analytics Tool Result description A data visualization tool has been implemented which uses the aforementioned algorithms for data analysis along with further methods.
 DELIVERABLE D4.4 - Data aggregation toolkit and control middleware that integrates social collaboration and sensing environments Result acronym SatisFactory - Data aggregation and middleware
 Manual data acquisition Taxon title Manual data acquisition
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
 Business model aspects of digital platform deployment Comments with the participation in the Open Research Data (ORD) pilot.
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Comments - Market strategy is periodically reassessed also in light of the regulations and standardisation Success Factors Market aspects (MA) MA - Assess barriers for commersialisation at B2B-market, (e.g. trust
 Specifications of multimodal data communication Result title Specifications of multimodal data communication Result description A document on multimodal data communication for the consortium and others
 Data acquisition Taxon title Data acquisition Taxon description /wiki/Data_acquisition)
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Description and user groups, efficient administration of personalised data files, automated generation of supplying schemes and evaluation of alternative ones.
Comments and standardisation Success Factors Market aspects (MA) These aspects were monitored periodically and were considered during the project MA - Assess barriers for commersialisation at B2B-market, (e.g. trust
 Data management for a seamless and robust data availability Result title Data management for a seamless and robust data availability Result description about data storage, persistence, update times, data quality etc.
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Description LinkedDesign is intended to boost today’s engineers by providing an integrated, holistic view on data, persons and processes across the full product lifecycle as vital resource for the outstanding
Comments Security and trust will be handled by the network layers below the data protocols.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining Comments Security and trust will be handled by the network layers below the data protocols.
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Aspects of data mining and data management have to be considered in the context of this process.
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Description A specific part of the platform takes into consideration a series of rules and will support project managers in the process of managing data workflow and integration issues.
Comments to data).
 Intelligent data management for a seamless and robust data availability Result title Intelligent data management for a seamless and robust data availability Result description It maps relational data transparently into ice.NET (current PDTec product) model with legacy data within ice.NET without replication and connects ice.NET to Master Data Management solutions.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Aspects of data mining and data management have to be considered in the context of this process.
 MA - Assess barriers for commersialisation at B2B-market, (e.g. trust and first references) Comments to data).
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Description The information gap is the result of the lack of data on product usage and its lifecycle.
Comments and development tools ICT performance characteristics Interoperability (ICT) The PREMANUS Architecture is based a decentralized architecture: 1 PREMANUS Client connects to the PREMANUS Cloud where all datasources
 RP 4.8 Multi-Enterprise Role-Based Access Control (mRBAC) in manufacturing enterprises Taxon description Future research should focus on the ability to model trust and privacy requirements in multi-stakeholder supply networks joining data and services of enterprises.
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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
 Machine Availability Monitoring Module Result description Afterwards, an information fusion technique processes the monitoring data in order to feed the process planning service with the status, specifications, and availability time windows of machine tools.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 Domain 3: Digital, virtual and resource-efficient factories Taxon description granularity, zoom in and out functionalities, and real-time data acquisition from all the factory resources (i.e. assets, machines, workers and objects).
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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 business advantage Success Factors Market aspects (MA) MA - Target markets are clearly identified Success Factors Market aspects (MA) MA - Assess barriers for commersialisation at B2B-market, (e.g. trust
 Knowledge-based system module Result description Database of plastic molded injection policies and rules
 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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Description . - In many cases information infrastructure fails to successfully aggregate and manage data from factory-wide sensor networks as well as from various data sources such as MES or ERP, analyse such data
Comments ICT solutions for next generation data storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies
 Operator Support Result description This information consists by historical data from similar breakdowns as well as current data from applicable sensors.
 ICT solutions for next generation data storage and information mining Taxon title ICT solutions for next generation data storage and information mining
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
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Comments products Customised products Manufacturing future products Manufacturing the products of the future Information and communication technologies Technologies and enablers Digital manufacturing platforms - data
 Functionalities for the foundation and management of strategic collaborative networks Result description The trust management functionality offers a semi-automated as-sessment of the trust level of organisations.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 3.2 Intelligent maintenance systems for increased reliability of production systems Taxon description For this, predictive data analytics techniques should be developed to aggregate and process the massive amount of data captured by intelligent devices from the field on-the-fly.
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Description Reuse of product and process data is a promising approach to leverage virtual simulation of manual manufacturing processes.
Comments storage and information mining Technologies and enablers Data storage Data collection, storage, analytics, processing and AI Information and communication technologies Digital manufacturing platforms
 Data Import, Filter and Mapping Result title Data Import, Filter and Mapping Result description The first is covered under the term structural data and the latter under the term geometry data in Fig. 1. Result acronym Data Import, Filter and Mapping
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Aspects of data mining and data management have to be considered in the context of this process.
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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
 Temperature App Result description SDK and datatransfer for Android devices. 3. Tracebility of temperatue conditions during processing and/or transport, based on a documented datasteeam which be used for transfer of perils.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description It requires research on safety, automation level optimisation, ICT-based trust and communication optimisation, new human- and robot-based sensor packages, and new human/robot dialogue-based ways of automation
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Description Sensorial data will be communicated to smart phones via Bluetooth or Wifi.
Comments - Market strategy is periodically reassessed also in light of the regulations and standardisation Success Factors Market aspects (MA) MA - Assess barriers for commersialisation at B2B-market, (e.g. trust
 Collaborative LAB for META-Product Development Result description The public area is intended for end-users and experts which use the products and upload usage data to the cloud.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 4.3 Mobile store and applications for an agile and open supply network Taxon description Responsiveness of stakeholders within a supply network can be increased and new business opportunities could be generated if the right kind of data is made available to the decision makers at the right
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Comments has developed an oof line system based on data knowledge.
 ComMUnion dataset for benchmarking Result title ComMUnion dataset for benchmarking Result description Public dataset with data, measurements and routings for benchmarking purposes.
 RP 3.5 Multi-level simulation and analytics for improving production quality and throughput Taxon description and data analytics tools will identify deviations between expected and actual results allowing early management of factory and production issues.
 R&I Objective 1.6: Data ‘highways’ and data spaces in support of smart factories in dynamic value networks Comments has developed an oof line system based on data knowledge.
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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
 Selection of a data exchange format for industry 4.0 manufacturing systems Result title Selection of a data exchange format for industry 4.0 manufacturing systems
 Decision rules and KPI and Functionality Visualizations Result description Plug & Produce system) and dynamic scheduling aspects which add further complexity that needs to be made transparent for production engineers to trust and use this kind of system.
 Digital manufacturing platforms - data platforms Taxon title Digital manufacturing platforms - data platforms
 RP 3.2 Intelligent maintenance systems for increased reliability of production systems Taxon description For this, predictive data analytics techniques should be developed to aggregate and process the massive amount of data captured by intelligent devices from the field on-the-fly.
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Comments tools for human activity monitoring and analysis FoF Partnership SRIA Research priorities Domain 5: Human-centric manufacturing RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data
 UTC Pilot: On-the-job Learning Result description A database containing videos of experts accomplishing relevant assembly tasks has been developed.
 RP 5.8 Enhanced Visualisation of complex Manufacturing and Production data Taxon description Aspects of data mining and data management have to be considered in the context of this process.