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E2COMATION | Life-cycle optimization of industrial energy efficiency by a distributed control and decision-making automation platform

01-11-2020

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30-04-2024

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Description Factory-level integrated multi-objective optimization architecture; Modular and scalable automation platform for distributed monitoring and supervision; Comprehensive simulation environment enhanced
Organisation University of applied sciences and arts of southern switzerland (SUPSI)
 Periodic Reporting for period 1 - E2COMATION (Life-cycle optimization of industrial energy efficiency by a distributed control and decision-making automation platform) Result title Periodic Reporting for period 1 - E2COMATION (Life-cycle optimization of industrial energy efficiency by a distributed control and decision-making automation platform) Result description The European countries are facing unprecedented challenges resulting from increased dependence on energy imports and scarce energy resources, and the need to limit climate change and overcome the economic

OpenHybrid | Developing a novel hybrid AM approach which will offer unrivalled flexibility, part quality and productivity

01-10-2016

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30-09-2019

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Description The OPENHYBRID project will overcome the technical and commercial barriers of current hybrid manufacturing systems to deliver a single manufacturing system capable of undertaking a wider range of processes
Organisation European Federation for Welding, Joining & Cutting - EWF
Comments structures, geometries and scale Domain 1: Advanced manufacturing processes Domain 5: Human-centric manufacturing FoF Partnership SRIA Research priorities RP 5.2 Advanced Information Models for knowledge
 Conformal and Pore-free Wire-based Laser Metal Deposition (LMD-W) for Additive Manufacturing in machine tools – The correct wire feed as a key factor for high-quality components Result title Conformal and Pore-free Wire-based Laser Metal Deposition (LMD-W) for Additive Manufacturing in machine tools – The correct wire feed as a key factor for high-quality components
 Periodic Reporting for period 2 - OpenHybrid (Developing a novel hybrid AM approach which will offer unrivalled flexibility, part quality and productivity) Result description complex and high value components without the need for materials handling...
 RP 5.2 Advanced Information Models for knowledge creation and learning Taxon title RP 5.2 Advanced Information Models for knowledge creation and learning
 RP 5.4 New ways of interaction and collaboration between workers and other resources in manufacturing systems Taxon description The expected and extensive collaboration between future knowledge workers and robots (as well as other advanced automation equipment) will be crucial for successful human-centric manufacturing.

ModuLase | Development and Pilot Line Validation of a Modular re-configurable Laser Process Head

01-09-2016

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31-08-2019

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Description for these processes to be performed.
Organisation European Federation for Welding, Joining & Cutting - EWF
 A re-configurable laser processing system for welding, cutting and cladding Result title A re-configurable laser processing system for welding, cutting and cladding
 Conduct live demonstration to industrially lead audience on at least 5 laser processes involved Result description In addition, a deliverable report will be provided for review and documentation purposes.

s-X-AIPI | self-X Artificial Intelligence for European Process Industry digital transformation

01-05-2022

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30-04-2025

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Description AI applications will help workers to deal with external and internal influences and enable agile and resilient reaction of European process industry processes and products' lifecycle for a true integration
Organisation COMPANY FOR PROVISON OF SERVICES, RESEARCH AND DEVELOPMENT NISSATECH INNOVATION CENTRE DOO
 The Manufacturing Partnership Day Result title The Manufacturing Partnership Day
 self-X Artificial Intelligence for Asphalt Use Case Result description The objective is to create self-X AI applications for the whole value chain to gather and infer information from all steps of Asphalt manufacturing with data from: (1) Production, (2) Laboratory, (3) Paving
 Clustering activities with the Circular TwAIn and AIDEAS sister research projects Result acronym Clustering activities with the Circular TwAIn and AIDEAS sister research projects

EFEVE | Development of a new high performance material associated to a new technological Energetic, Flexible, Economical, Versatile and Ecological process to make super strong and lightweight components

01-11-2012

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03-04-2016

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Description The general objective of EFEVE project is the improvement of the new technologies to manufacturing of materials (aluminium and magnesium alloy) and processes and new technologies of production that are
Organisation NATIONAL UNIVERSITY OF SCIENCE AND TECHNOLOGY MISIS
Comments -Area 1: Innovative Technologies for Casting Material Removing and Forming Processes Impact Workshop Domain 1 - Advanced Manufacturing Processes Domain 1: Advanced manufacturing processes FoF Partnership
 Final Report Summary - EFEVE (Development of a new high performance material associated to a new technological Energetic, Flexible, Economical, Versatile and Ecological process to make super strong and lightweight components) Result title Final Report Summary - EFEVE (Development of a new high performance material associated to a new technological Energetic, Flexible, Economical, Versatile and Ecological process to make super strong and
 Domain 1: Advanced manufacturing processes Taxon title Domain 1: Advanced manufacturing processes Taxon description Products of the future are expected to be more complex (3D, nano-micro-meso-macro-scale, smart), so processes need to handle complexity and enhanced functionality whilst not adding or at least minimizing

IMAIN | A Novel Decision Support System for Intelligent Maintenance

01-09-2012

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31-08-2015

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Description , to adapt to global competitive pressures by increasing the technological base of EU manufacturing through the development and integration of the enabling technologies of the future, specifically engineering
Comments 2: Adaptive and smart manufacturing systems RP 2.6 Mechatronics and new machine architectures for high performance and resource-efficient manufacturing equipment FoF Partnership SRIA Research priorities
 CM expertise for forming presses Result title CM expertise for forming presses
 Integrated iMAIN system Result description It helps predict critical parts and the remaining lifetime of press components and can visualize the data in the iMain cloud for specific users and uses.
 Domain 2: Adaptive and smart manufacturing systems Taxon title Domain 2: Adaptive and smart manufacturing systems
 RP 3.2 Intelligent maintenance systems for increased reliability of production systems Taxon description Complex and expensive production assets in conjunction with market requests for high quality products require novel maintenance approaches that are able to provision required capacity and production quality

e-CUSTOM | A Web-based Collaboration System for Mass Customization

01-06-2010

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31-05-2013

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Description Following the design of highly customised products from Pylon I, the required supply and manufacturing schemes for production will be generated and verified by the developments of Pylon II.
Comments manufacturing processes FoF Partnership SRIA Research priorities Domain 1: Advanced manufacturing processes RP 1.12 Novel supply chain approaches for innovative products FoF Partnership SRIA Research
 Web-based BoM generator for mass customised products Result title Web-based BoM generator for mass customised products
 Quantitative environmental impact analysis to be integrated in the production control systems. Result description Our aim is to provide an evaluation tool for emissions savings due to energy efficiency (processes) and the use of the right materials.
 Domain 1: Advanced manufacturing processes Taxon title Domain 1: Advanced manufacturing processes Taxon description Products of the future are expected to be more complex (3D, nano-micro-meso-macro-scale, smart), so processes need to handle complexity and enhanced functionality whilst not adding or at least minimizing

NewWave | Building a sustainable & circular economy through innovative, biobased manufacturing lines

01-04-2022

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31-03-2026

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Description NewWave aims at wood-based products for the construction industry, including Cross Laminated Timber (CLT) to replace steel and concrete as structural components and modified wood to replace tropical hardwood
 Sustainable biobased products for the construction industry - The NewWave project Result title Sustainable biobased products for the construction industry - The NewWave project
 Periodic Reporting for period 1 - NewWave (Building a sustainable & circular economy through innovative, biobased manufacturing lines) Result description of the products.

AUTO-TWIN | Data-driven method based on a process mining approach for Automated Digital Twin generation, operations, and maintenance in circular value chains

01-12-2022

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30-11-2025

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Description create smart Green Gateways, empowering companies to perform data and digital twin enabled green decisions, and to unleash their full potential for actual zero-waste Circular Economy and reduced dependency
Organisation IBM ISRAEL - SCIENCE AND TECHNOLOGY LTD
 Digital Services for Operations of Green Gateways Result title Digital Services for Operations of Green Gateways
 Digital Product Passport Result description Will be the fundamental element to enable effective and customised decisions for recycling, re- manufacturing, refurbishing, and reuse of manufactured products and components.

ROBO-PARTNER | Seamless Human-Robot Cooperation for Intelligent, Flexible and Safe Operations in the Assembly Factories of the Future

01-11-2013

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30-04-2017

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Description Human skills are the main driver that enables producing high added value products in Europe. Thus the manufacturing processes are based on utilizing these skills.
Comments Manufacturing the products of the future Manufacturing future products Customised products Manufacturing future products Manufacturing the products of the future Economic sustainability Manufacturing
 Integration and communication architecture Result title Integration and communication architecture
 Safety tools for human robot collaboration (Skin, power & force limiting s/w, capacitive sensor) Result description - Hybrid solution for assembly combining human intelligence, dexterity and flexibility with robot power, speed and accuracy - Common work-space for robot and operator with dynamic safety areas and power
 Mobile robot for intelligent intra-logistics & Planning algorithms for mobile logistics Result acronym Mobile robot for intelligent intra-logistics & Planning algorithms for mobile logistics
 RP 2.4 Smart robotics - scaling up for flexible production and manufacturing Taxon title RP 2.4 Smart robotics - scaling up for flexible production and manufacturing
 Intelligent machinery components, actuators and end-effectors Taxon description This includes the introduction of smart actuators and the use of advanced end-effectors composed of passive and active materials.

MICRO-FAST | A FAST process and production system for high-throughput, highly flexible and cost-efficient volume production of miniaturised components made of a wide range of materials

01-09-2013

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28-02-2017

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Description Correspondingly, advanced surface treatment and coating techniques for micro-tooling have been developed for high-temperature applications such as Micro-FAST processes, including active-screen plasma co-alloying
Organisation INSTITUTTET FOR PRODUKTUDVIKLING - IPU
Comments 1.2 Complex structures, geometries and scale Domain 1: Advanced manufacturing processes RP 1.8 Robust micro- and nano-enabled production FoF Partnership SRIA Research priorities Sub-Domain 1.2 Complex
 Inline forming-tool inspection method and system for micro-manufacturing Result title Inline forming-tool inspection method and system for micro-manufacturing Result description The method and system could be used in other micro-manufacturing processes that use forming-tools such as moulds and embossing tools.
 Domain 1: Advanced manufacturing processes Taxon title Domain 1: Advanced manufacturing processes Taxon description The set of research priorities under this domain focuses on innovative processes for efficient and high quality manufacturing for either both new and current materials or products.

COMBILASER | COMbination of non-contact, high speed monitoring and non-destructive techniques applicable to LASER Based Manufacturing through a self-learning system

01-01-2015

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01-01-2018

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Description On the other side, parts manufacturing through laser based processes require specific designs/adjustments for each one of the applications (this delays considerably the time-to-market of new products).
Organisation Research Center for Non Destructive Testing GmbH (RECENDT)
Comments Manufacturing Processes Impact Workshop D1-Area 3: Laser-based Manufacturing Impact Workshop Domain 1 - Advanced Manufacturing Processes Domain 2: Adaptive and smart manufacturing systems FoF Partnership
 Periodic Reporting for period 3 - COMBILASER (COMbination of non-contact, high speed monitoring and non-destructive techniques applicable to LASER Based Manufacturing through a self-learning system) Result title Periodic Reporting for period 3 - COMBILASER (COMbination of non-contact, high speed monitoring and non-destructive techniques applicable to LASER Based Manufacturing through a self-learning system)
 Final PDER Result description The exploitation and dissemination activities will be identified within the Plan for Dissemination and Exploitation of Results (PDER).
 Domain 2: Adaptive and smart manufacturing systems Taxon title Domain 2: Adaptive and smart manufacturing systems
 Advanced material processing technologies Taxon description Innovative products and advanced materials (including nano-materials) are emerging but are not yet developing to their full advantage since robust manufacturing methods to deliver these products and materials

CITCOM | A Complimentary Inspection Technique based on Computer Tomography and Plenoptic Camera for MEMS Components

01-10-2017

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30-09-2020

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Description Thus, CITCOM has been proposed to address the industrial needs of MEMS and micro-manufacturing which will offer an in-line production inspection and measurement system for micro-components.
Organisation INNOVATIVE TECHNOLOGY AND SCIENCE LIMITED - INNOTECUK
 Periodic Reporting for period 2 - CITCOM (A Complimentary Inspection Technique based on Computer Tomography and Plenoptic Camera for MEMS Components) Result title Periodic Reporting for period 2 - CITCOM (A Complimentary Inspection Technique based on Computer Tomography and Plenoptic Camera for MEMS Components) Result description The term micro-electro-mechanical systems (MEMS) was traditionally used for micro-fabricated devices that converted electrical signals in movement (micro-actuators) or movement into electronic signals.

Platform-ZERO | Customizable AI-based in-line process monitoring platform for achieving zero-defect manufacturing in the PV industry

01-01-2023

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31-12-2026

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Description efficiency CIGS devices (ZSW) and smart nano-based surface processes and coatings (Lurederra).
 Smart coatings for PV applications, PV manufacturing line Result title Smart coatings for PV applications, PV manufacturing line Result description LUREDERRA PV manufacturing line, Spain Smart coatings for PV applications (Powder Line Flow)
 EFFRA Manufacturing Partnership Day Result acronym EFFRA Manufacturing Partnership Day

EASE-R3 | Integrated framework for a cost-effective and ease of Repair, Renovation and Re-use of machine tools within modern factory

01-07-2013

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30-06-2016

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Description PLATFORM E: Enabling technologies for energy & cost effective Re-use and Renovation of machine tools
Organisation Budapest University of Technology and Economics
Comments re-usability of components and Renovation approach based on multifunctional add-on modules Recycling processes Technologies and enablers Advanced material processing technologies Measurement, sensing,
 Validation of VR based Re-Manufacturing Result title Validation of VR based Re-Manufacturing Result description Especially discrete event, using plant simulation software such as Lanner’s Witness, will be used to asses and optimize the sequencing of processes.
 Validation of re-usability of components and Renovation approach based on multifunctional add-on modules Result acronym RE-USABILITY AND RENOVATION
 Domain 2: Adaptive and smart manufacturing systems Taxon title Domain 2: Adaptive and smart manufacturing systems

Himalaia | High-Impact Injection Moulding Platform for mass-production of 3D and/or large micro-structured surfaces with Antimicrobial, Self-cleaning, Anti-scratch, Anti-squeak and Aesthetic functionalities

15-09-2017

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14-09-2020

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Description Latest advances in laser surface patterning/texturing, particle self-assembly for photonic nanojet patterning, and surface engineering of injection moulds at TRL4 will be combined and brought to TRL6 for
 Report on technology transfer towards companies and EU daughter platforms for a 2030 strengthened European manufacturing industry Result title Report on technology transfer towards companies and EU daughter platforms for a 2030 strengthened European manufacturing industry
 Report on new paradigms and ICT tools for HIMALAIA’s technological integration with scenario for broad industrial implementation Result description surface structures in current industries Those tools will be related to product design smart manufacturing planning resource management tools for efficient humanmachine interaction logistics etc

iPRODUCE | A Social Manufacturing Framework for Streamlined Multi-stakeholder Open Innovation Missions in Consumer Goods Sectors

01-01-2020

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30-06-2023

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Description The iPRODUCE project takes well proven concepts and approaches (from DIY manufacturing, FabLabs, Makerspace), and aims to upscale them through innovative technology solutions and to install them in well-connected
Organisation EUROPEAN DYNAMICS ADVANCED SYSTEMS OF TELECOMMUNICATIONS INFORMATICS AND TELEMATICS SA
Comments products & Climate-neutral manufacturing R&I Objective 2.5: Digital platforms and data management for circular product and production-systems life-cycles MIE Consultation 2020 (Closed) Specific Objective
 3D Printed Smart Luminous Artifacts Result title 3D Printed Smart Luminous Artifacts
 Stakeholder Requirements for UDI in the Consumer Goods Products Result description Stakeholder Requirements for UDI in the Consumer Goods Products
 Stakeholder Requirements for UDI in the Consumer Goods Products 2 Result description Stakeholder Requirements for UDI in the Consumer Goods Products

CTC | Local flexible manufacturing of green personalized furniture Close To the Customer in time, space and cost.

01-06-2013

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31-05-2016

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Description products close to the customer in terms of features offered, place of fabrication, time to deliver, and cost.
Organisation University of applied sciences and arts of southern switzerland (SUPSI)
Comments Manufacturing the products of the future Manufacturing future products Complex structures, geometries and scale Manufacturing future products Manufacturing the products of the future Customised products
 Final Report Summary - CTC (Local flexible manufacturing of green personalized furniture Close To the Customer in time, space and cost.) Result title Final Report Summary - CTC (Local flexible manufacturing of green personalized furniture Close To the Customer in time, space and cost.)
 CTC production system Result description Production system integratin product configuration in shopping mall and related manufacturing.
 Reducing emissions in manufacturing processes Taxon title Reducing emissions in manufacturing processes
 Intelligent machinery components, actuators and end-effectors Taxon description This includes the introduction of smart actuators and the use of advanced end-effectors composed of passive and active materials.

HOL-I-WOOD PR | Holonic Integration of Cognition, Communication and Control for a Wood Patching Robot

01-01-2012

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31-12-2014

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Description A large variety of plain as well as laminated wooden end-products require off-line human interaction and skilled handcrafting in order to add value and quality to the final products.
Comments Domain 2 - Adaptive and Smart Manufacturing Systems Impact Workshop D2-Area 3: Robots for Smart Factories Impact Workshop Domain 2 - Adaptive and Smart Manufacturing Systems Domain 2: Adaptive and smart
 Final Report Summary - HOL-I-WOOD PR (Holonic Integration of Cognition, Communication and Control for a Wood Patching Robot) Result title Final Report Summary - HOL-I-WOOD PR (Holonic Integration of Cognition, Communication and Control for a Wood Patching Robot)
 RP 2.4 Smart robotics - scaling up for flexible production and manufacturing Taxon title RP 2.4 Smart robotics - scaling up for flexible production and manufacturing
 RP 2.2 Embedded cognitive functions for supporting the use of machinery and robot systems in changing shop floor environments Taxon description More advanced sensing and perception, combined with robust behaviour with respect to unforeseen changes is needed for machinery and robot systems that must perform well over increasing uncertainty ranges

Repro-light | Re-usable and re-configurable parts for sustainable LED-based lighting systems

01-10-2017

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30-09-2020

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Description Through the modular design and the development of a smart production scheme costs and time of luminaire manufacturing can be reduced substantially as well as their environmental impact.
 Repro-Light - Looking for a Sustainable and Modular Luminaire ArchitectureThe Repro-light project aims to re-conceptualize the European lighting industry towards more sustainability and competitiveness in terms of production and time to market. This will be achieved through the implementation of modular luminaire architecture and a smart production scheme, demonstrated by the development of a re Result title This will be achieved through the implementation of modular luminaire architecture and a smart production scheme, demonstrated by the development of a re
 Environmental Assessment Report Result description New materials and processes environmental assessment

MAINBOT | Mobile robots for inspection and maintenance activities in extensive industrial plants

01-11-2011

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31-10-2014

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Description Efficient and effective maintenance is crucial for all kind of industries.
Comments 2.1 Adaptive and smart manufacturing devices, components and machines Domain 2: Adaptive and smart manufacturing systems RP 2.4 Smart robotics - scaling up for flexible production and manufacturing FoF
 Final Report Summary - MAINBOT (Mobile robots for inspection and maintenance activities in extensive industrial plants) Result title Final Report Summary - MAINBOT (Mobile robots for inspection and maintenance activities in extensive industrial plants)
 RP 2.4 Smart robotics - scaling up for flexible production and manufacturing Taxon title RP 2.4 Smart robotics - scaling up for flexible production and manufacturing
 RP 2.2 Embedded cognitive functions for supporting the use of machinery and robot systems in changing shop floor environments Taxon description More advanced sensing and perception, combined with robust behaviour with respect to unforeseen changes is needed for machinery and robot systems that must perform well over increasing uncertainty ranges

CASSAMOBILE | Flexible Mini-Factory for local and customized production in a container

01-09-2013

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31-08-2016

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Description Within CassaMobile a mobile, flexible, modular, small-footprint manufacturing system in a 20’ ISO-container that can be easily configured for different products and processes is developed.
Organisation CRITICAL MANUFACTURING SA (CMF)
Comments /products FoF Partnership SRIA Research priorities Sub-Domain 1.1 Processing novel materials and structures (into products) Domain 1: Advanced manufacturing processes Sub-Domain 1.2 Complex structures
 Final Report Summary - CASSAMOBILE (Flexible Mini-Factory for local and customized production in a container) Result title Final Report Summary - CASSAMOBILE (Flexible Mini-Factory for local and customized production in a container)
 Container-integrated factory prototype Result description processes including Additive Manufacturing (3D printing), CNC-milling and assembly technologies within a cleanroom environment inside a transportable container.
 Domain 1: Advanced manufacturing processes Taxon title Domain 1: Advanced manufacturing processes
 RP 6.11 Manufacturing solutions for modular, updatable, reconfigurable and disassemblable products Taxon description standards for key interfaces, to advanced assembly technologies and advanced CAD and MES instruments for complex modular products design and production, as well as for their update and partial or total

COALA | COgnitive Assisted agile manufacturing for a LAbor force supported by trustworthy Artificial Intelligence

01-10-2020

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30-09-2023

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Description A second challenge for the manufacturing sector is the continuous competition through high quality products.
Organisation INSTITUTE OF COMMUNICATION AND COMPUTER SYSTEMS
 Evaluation of AI-Based Digital Assistants in Smart Manufacturing Result title Evaluation of AI-Based Digital Assistants in Smart Manufacturing
 Periodic Reporting for period 1 - COALA (COgnitive Assisted agile manufacturing for a LAbor force supported by trustworthy Artificial Intelligence) Result description Knowledge-intensive manufacturing processes require qualified employees. Their training is very time-consuming and cost-intensive for companies.

MIROR | Miniaturised Robotic systems for holistic in-situ Repair and maintenance works in restrained and hazardous environments

01-02-2012

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31-01-2016

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Description providing both walking and 6-axis processing capability; (2) An original stiffness-controlled flexible-arm robot for enabling snaking and 6-axis light processing ability.
Organisation Institute for Advanced Manufacturing - University of Nottingham
Comments 2.1 Adaptive and smart manufacturing devices, components and machines Domain 2: Adaptive and smart manufacturing systems RP 2.4 Smart robotics - scaling up for flexible production and manufacturing FoF
 Final Report Summary - MIROR (Miniaturised Robotic systems for holistic in-situ Repair and maintenance works in restrained and hazardous environments) Result title Final Report Summary - MIROR (Miniaturised Robotic systems for holistic in-situ Repair and maintenance works in restrained and hazardous environments)
 RP 2.4 Smart robotics - scaling up for flexible production and manufacturing Taxon title RP 2.4 Smart robotics - scaling up for flexible production and manufacturing
 RP 2.2 Embedded cognitive functions for supporting the use of machinery and robot systems in changing shop floor environments Taxon description More advanced sensing and perception, combined with robust behaviour with respect to unforeseen changes is needed for machinery and robot systems that must perform well over increasing uncertainty ranges

ECOMISE | Enabling Next Generation Composite Manufacturing by In-Situ Structural Evaluation and Process Adjustment

01-09-2013

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31-08-2016

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Description Within current composite part development and manufacturing processes a disproportional high effort is implied in order to find optimal process parameters and to meet required qualities and tolerances
Comments Sub-Domain 1.1 Processing novel materials and structures (into products) Domain 1: Advanced manufacturing processes RP 1.5 Delivery of new functionalities through (mass production) surface manufacturing
 Final Report Summary - ECOMISE (Enabling Next Generation Composite Manufacturing by In-Situ Structural Evaluation and Process Adjustment) Result title Final Report Summary - ECOMISE (Enabling Next Generation Composite Manufacturing by In-Situ Structural Evaluation and Process Adjustment)
 Domain 1: Advanced manufacturing processes Taxon title Domain 1: Advanced manufacturing processes Taxon description Products of the future are expected to be more complex (3D, nano-micro-meso-macro-scale, smart), so processes need to handle complexity and enhanced functionality whilst not adding or at least minimizing

APPOLO | APPOLO - Hub of Application Laboratories for Equipment Assessment in Laser Based Manufacturing

01-09-2013

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31-08-2017

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Description laser processing for innovative products, technologies and machinery.
Organisation Swiss Federal Laboratories for Materials Science and Technology - EMPA
Comments Domain 1: Advanced manufacturing processes Sub-Domain 1.3: Business models and strategies for disruptive manufacturing processes FoF Partnership SRIA Research priorities Domain 1: Advanced manufacturing
 Integrated electronics for integrated components (Portable sensors unit for environmental monitoring). Result title Integrated electronics for integrated components (Portable sensors unit for environmental monitoring).
 Breakthrough solutions in fibre-based delivery system for pulsed laser beams Result description BUAS has validated the cable performance, and IRIS owns processes and machines for the cable testing in a real industrial environment focusing on advanced laser-based manufacturing processing.
 Domain 1: Advanced manufacturing processes Taxon title Domain 1: Advanced manufacturing processes Taxon description Products of the future are expected to be more complex (3D, nano-micro-meso-macro-scale, smart), so processes need to handle complexity and enhanced functionality whilst not adding or at least minimizing
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