Associated projects

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Description The advanced analytics and reconfiguration capabilities to be developed in SAFIRE will be based on mastering the big data challenges associated with manufacturing (sensor and process data), enterprise
Comments analytics and Cloud Resource Management.
 Methodology for Predictive Analytics Platform Result title Methodology for Predictive Analytics Platform
 Optimisation Metrics and Benchmarking Result description Defines the real-time constraints to the data analytics, optimisation and reconfiguration of each business case.
 SAFIRE ONA pilot: Adaptive Machining Result comments Information and communication Product Lifecycle Management (PLM) Scheduling Data analytics Prediction - forecasting Optimisation - KPI perspective Data acquisition Data processing Data analytics
 Data analytics, processing and AI Taxon title Data analytics, processing and AI
 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?
 Factory Automation Comments analytics and Cloud Resource Management.
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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)
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Description The following main work areas covered by the annual work program 2015 have been identified: ›Safe secure and authenticated data communication within and outside of manufacturing plants &rsaquo
Organisation KNOW-CENTER GMBH RESEARCH CENTER FOR DATA-DRIVEN BUSINESS & BIG DATA ANALYTICS (KNOW)
 Applicability and robustness of ICA for semiconductor data Result title Applicability and robustness of ICA for semiconductor data
 Multi-Loop Feedback Hierarchy involving Human Workers in Manufacturing Processes Result description The data flow in this feedback loops is further characterised by features commonly associated with Big Data.
 Data analytics, processing and AI Taxon title Data analytics, processing and AI
 Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.
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Description cross-domain analytics and a Decision Support System.
Comments Big data analytics in cloud environments to support manufacturing scenarios.
 Big data mining and analytics tools I Result title Big data mining and analytics tools I
 Big data mining and analytics tools II Result title Big data mining and analytics tools I Result description The interactive Visual Analytics tool imports data from Data Analytics tools of the project and based on this data it applies visualization techniques and presents the output to the users as graphical Result comments Humans actively connected Through visual analytics
 Big data mining and analytics tools II Result title Big data mining and analytics tools I
 Data analytics, processing and AI Taxon title Data analytics, processing and AI Comments Big data analytics in cloud environments to support manufacturing scenarios.
 Data modelling Taxon description Data modeling in software engineering is the process of creating a data model for an information system by applying certain formal techniques.
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Description This is part of the new concept of introducing seamless automation and network solutions as well as enhancing the transparency of data, their consistence and overall efficiency.
Organisation SAVVY DATA SYSTEMS SL
 List of Demonstrators Result description Analytics, Semiconductor Data Lake (SYSTEMA, IFD) -        Fab robotization (ST ROUSSET) -        Factory Supervision for variability
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 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
 CELOS DMG: Success stories Result comments DMG MORI presented a machine tool equipped with more than 60 sensors that transmitted digitised information on components from the sensors to the cloud for the purposes of data
 Data analytics, processing and AI Taxon title Data analytics, processing and AI
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Comments Once data has reached the platform, data are stored for future uses such as offline analytics and auditing.
 Distributed Automation: Channel Management for Production Data Sharing Result title Distributed Automation: Channel Management for Production Data Sharing
 Periodic Reporting for period 1 - NIMBLE (Collaboration Network for Industry, Manufacturing, Business and Logistics in Europe) Result description data management from this new perspective.
 Data/object model interoperability - Data exchange formats - APIs Taxon title Data/object model interoperability - Data exchange formats - APIs
 ICT Architectures Comments Once data has reached the platform, data are stored for future uses such as offline analytics and auditing.
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Description The data collected is analysed to detect complex events that trigger automated actions.
Comments Data Analytics and Complex Event Processing will deal with semantic interoperability and security at lower data acquisition layers Decision Support Toolkit will tackle mid- to large-scale decision problems
 D4.2: DATA ANALYTICS TOOLKIT Result title D4.2: DATA ANALYTICS TOOLKIT Result description The purpose of this deliverable is to present the data analytics and knowledge environment and architecture to be used by the use-case organisations involved in the DISRUPT project via the data analytics
 Data communication and interoperability Taxon title Data communication and interoperability
 Business model aspects of digital platform deployment Taxon description Another difference is the central role of data for platforms, meaning that data governance is one of the essential elements of the value proposition of platforms.  
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Description The same component will be used for managing product related data pertaining to the manufacturer, supplier and the customer.
Comments The developed services, that are also developed in ICP4LIFE and used to validate the platform, provide added value on quality assurance, monitoring, data analytics, prediction....
  Automatic estimation of environmental impact for specific manufacturing processes and production activities (potential result) Result description Statistical analysis of energy demand / usage profiles, utilizing near real-time environmental impact data.
 ICP4Life Designer Component Result comments Furthermore, it will perform a link to different specific legacy CAX tools to circulate the information flow and data sharing or management.
 Data storage Taxon title Data storage Taxon description Data storage is the recording (storing) of information (data) in a storage medium.
 Added Value from user perspective Comments The developed services, that are also developed in ICP4LIFE and used to validate the platform, provide added value on quality assurance, monitoring, data analytics, prediction....

Associated results & demonstrators

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