In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals. Computer science defines AI research as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. Colloquially, the term "artificial intelligence" is used to describe machines that mimic "cognitive" functions that humans associate with other human minds, such as "learning" and "problem solving"  (from https://en.wikipedia.org/wiki/Artificial_intelligence)


Associated projects

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Comments He/She has knowledge about processes, tools and technologies to add digital intelligence to the value chain.
 Continuous deep learning toolkit for real time adaptation I Result title Continuous deep learning toolkit for real time adaptation I
 Continuous deep learning toolkit for real time adaptation II Result title Continuous deep learning toolkit for real time adaptation I
 Continuous deep learning toolkit for real time adaptation II Result title Continuous deep learning toolkit for real time adaptation I
 Big data mining and analytics tools I Result description Most existing solutions do not provide any tooling for collecting data and management for AI technologies, such as online machine learning (ML).
 Interoperability for M2M & HMI in factory environments II Result comments Connected IT and OT IoT enabled SCADA, MOM-MES, ERP (…) connectivity Humans actively connected Human Machine Interfaces Data communication and interoperability Reference docs
 Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning Taxon description In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals
 Number of new skills and/or job profles Comments He/She has knowledge about processes, tools and technologies to add digital intelligence to the value chain.
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Title RObot enhanced SenSing, INtelligence and actuation to Improve job quality in manufacturing
Description Thanks to enhanced robot sensing capabilities, the deployment of artificial intelligence to optimise productivity and safety, and natively collaborative manipulation technologies, ROSSINI will deliver
Comments In order to enable actual perception, ROSSINI  will deploy a data processing technique based on artificial intelligence, taking advantage of GPU computing and advanced machine learning algorithms
 Periodic Reporting for period 1 - ROSSINI (RObot enhanced SenSing, INtelligence and actuation to Improve job quality in manufacturing) Result title Periodic Reporting for period 1 - ROSSINI (RObot enhanced SenSing, INtelligence and actuation to Improve job quality in manufacturing) Result description Additionally, in WP3 the partners are working on a new innovative safety system for collaborative robots using multiple sensing technologies.
 Control technologies Taxon title Control technologies Taxon description communication technologies, system modelling approaches and distributed intelligence architectures.
 Autonomous Smart Factories Comments In order to enable actual perception, ROSSINI  will deploy a data processing technique based on artificial intelligence, taking advantage of GPU computing and advanced machine learning algorithms
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Description To do that we have brought together a total of seventeen (17) EU-based partners, representing both industry and academia, having ample experience in cutting-edge technologies and active presence in the
Organisation FUNDACION AIC AUTOMOTIVE INTELLIGENCE CENTER FUNDAZIOA
Comments Shopfloor data is continuously analysed by means of machine learning and AI algorithms in order to carry out failure prescription, remaining useful life (RUL) estimation and anomaly detection
 Periodic Reporting for period 1 - Z-BRE4K (Strategies and Predictive Maintenance models wrapped around physical systems for Zero-unexpected-Breakdowns and increased operating life of Factories) Result description Dedicated modules will be included within our integrated DSS for: - Recommendations Provision: It will leverage knowledge and alarms from the Networked Machine and Product Levels technologies (predictive
 Data collection, storage, analytics, processing and AI Taxon title Data collection, storage, analytics, processing and AI
 Intelligent machinery components, actuators and end-effectors Taxon description Energy technologies are gaining importance, such as (super)capacitors, pneumatic storage devices, batteries and energy harvesting technologies.
 R&I Objective 1.4: Artificial intelligence for productive, excellent, robust and agile manufacturing chains - Predictive manufacturing capabilities & logistics of the future Comments Shopfloor data is continuously analysed by means of machine learning and AI algorithms in order to carry out failure prescription, remaining useful life (RUL) estimation and anomaly detection
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Title Predictive Cognitive Maintenance Decision Support System
Description The platform includes 4 modules: A data acquisition module leveraging external sensors as well as sensors directly embedded in the machine tool components, An artificial intelligence module combining
 Periodic Reporting for period 1 - PreCoM (Predictive Cognitive Maintenance Decision Support System) Result title Periodic Reporting for period 1 - PreCoM (Predictive Cognitive Maintenance Decision Support System) Result description The focus of the PreCoM project is to develop and apply an innovative system for Predictive Cognitive Condition-Based Maintenance (CBM) as a new model for sustainable factories and Maintenance 4.0.
 Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning Taxon description In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals
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Title Twin-model based virtual manufacturing for machine tool-process simulation and control
Description reliability and increase machine up-time due to a proactive maintenance (2-4.5%) All these will contribute to reduce machine tool life cycle costs (15 %) with a reduction of O&M costs in the
 Fleet Management Platform for Machine Tools Result title Fleet Management Platform for Machine Tools
 Periodic Reporting for period 2 - TWIN-CONTROL (Twin-model based virtual manufacturing for machine tool-process simulation and control) Result description of the machine?
 Local Monitoring and Control System Result comments Cognitive and artificial intelligence (AI) technologies - machine learning Cloud computing, edge computing System control - control system Human Machine Interfaces Data communication infrastructure
 Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning Taxon description In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals
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Description Machine builders (MTorres, Danobat) and research centers will develop the inline quality control, while Dassault Syst_mes will provide simulation support.
 Periodic Reporting for period 1 - ZAero (Zero-defect manufacturing of composite parts in the aerospace industry) Result description Cutting-edge machine learning methods are being deployed to extract the most relevant information from the data.
 Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning Taxon description In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals
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Description By advancing European electronic components and systems manufacturing to “Smart Sustainable and Integrated Production”,  SemI40 will focus on two domains of the key enabling technologies
Organisation INFINEON TECHNOLOGIES AG
 A Review of Machine Learning in Manufacturing Result title A Review of Machine Learning in Manufacturing
 A Conceptual model for developing a smart process control system Result description machine learning.
 Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning Taxon description In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals
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Description Daedalus is conceived to enable the full exploitation of the CPS (Cyber Physical System) concept of virtualized intelligence, through the adoption of a completely distributed automation platform based
Comments Machine-level Showcase. Factory-level Showcase. Plant-level Showcase. Not foreseen for IEC-61499 but possible if performance (over real-time) overhead is acceptable.
 IEC-61499 libraries for CPS self-learning at runtime Result title IEC-61499 libraries for CPS self-learning at runtime Result description IEC-61499 libraries for CPS self-learning at runtime
 Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning Taxon description In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals
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Organisation SUITE5 DATA INTELLIGENCE SOLUTIONS LIMITED
Comments The data mining and analytics of ANALYZE component practically delivers the intelligence of the ANALYZE component by defining, training, executing and experimenting with different machine learning algorithms
 Market Research Result description The RINA Strategic Intelligence Platform is an UPTIME database, which provides State-of-Play of predictive maintenance models, techniques and platforms.
 Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning Taxon description In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals Comments The data mining and analytics of ANALYZE component practically delivers the intelligence of the ANALYZE component by defining, training, executing and experimenting with different machine learning algorithms
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Description manufacturing workplaces (IC3) and in-situ mobile learning in the production (IC4).
Organisation Schaeffler Technologies GmbH & Co. KG
 Periodic Reporting for period 2 - FACTS4WORKERS (Worker-Centric Workplaces in Smart Factories) Result description manufacturing workplaces and in-situ mobile learning in the production.
 Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning Taxon description In computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and animals

Associated results & demonstrators

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Description It uses deep-learning principles, working on the Fortissimo infrastructure, to enable online and real-time quality control and monitoring of key features such as dilution and clad height.
  Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning
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Description Monitoring of the manufacturing process generates a massive amount of data which could be used as a basis for machine learning to improve the production process.
  Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning
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Description Collision Avoidance System: a graphical simulation environment that uses real positions of the machine, and I able to predict collisions and stop the machine in advance.
  Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning
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Title Fleet Management Platform for Machine Tools
Description A cloud based fleet-wide platform for machine tool condition, performance analysis and proactive maintenance has been developed.
  Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning

ZHQ | Lombardy Champion - Zero-Hours Quality

Project: BEinCPPS

Type:

Updated at: 19-07-2019

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Description lightweight Shopfloor infrastructure – based on a mix of custom-developed and commodity hardware on the product’s side (CPU and Power Board) and on Android mobile applications as the human-machine
  Cognitive and artificial intelligence (AI) technologies - machine learning Taxon title Cognitive and artificial intelligence (AI) technologies - machine learning