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Deep learning and Artificial Intelligence

Deep learning and Artificial Intelligence

In this field, ITCL has been developing machine learning technologies, Big Data and Data Science, neural networks or artificial intelligence for more than ten years, and in the last three years of Blockchain, for the massive handling of data of heterogeneous origin. The objective is to enhance the value of large volumes of information from different environments, and facilitate their exploitation as structured information in an innovative business model driven by data or ‘data-powered’.

This line of research allows us to take on the development of knowledge and technologies that contribute to filling the gaps that may exist between the needs of end users and the possible existing enabling technologies. 

In a specific and non-exclusive way, we work in technological fields such as virtual and augmented reality, computer vision, automatic speech recognition, recognition of audio signals and mobility applications, industry (modelling systems, simulation and prediction of the behaviour of machines and manufacturing processes, with the development of virtual twins that allow their design and subsequent optimisation).

Technologies in which ITCL works:

  • Machine learning

  • Big Data

  • Data Science

  • Neural networks

  • Artificial Intelligence

  • Data powered

  • Blockchain

  • Virtual Reality

  • Augmented Reality

  • Computer Vision

  • Modelling

  • Simulation

  • Prediction of machine behaviour

  • Manufacturing Processes

  • Virtual cufflinks

Projects

INUNDATIO - Automatización del modelado de riesgos de inundaciones en cabeceras de cuenca a través de técnicas de Inteligencia Artificial y Big Data

Project
  • Technology: Deep learning, Artificial Intelligence, Big Data
  • Partners: Fundación Santa Mª la Real, ITCL, CEREMA, LNEC, UCLM, AEICE
  • Funded by: INTERREG SUDOE
  • Duration: 2020-2022

HOSPITAL SUDOE 4.0 - Gestión energética inteligente en edificios hospitalarios

Project
  • Technology: Gemelos virtuales, transición energética
  • Partners: ITCL, JUNTAEX, FundeSalud, CCI Bayonne Pays Basque, NOBATEK, ADENE, IST
  • Funded by: INTERREG SUDOE
  • Duration: 2019-2022

CIBERFACTORY - Technology enablers in cyberphysical and virtual environments for the industry of the future

Project
  • Technology: Machine learning, Embedded Sensorization, Artificial Intelligence, Virtual Reality, Augmented Reality, Virtual Twins
  • Partners: ITCL
  • Funded by: ICE- JCyL
  • Duration: 2019-2020

AIMARS - Artificial Intelligence system for monitoring, alert and response for security events

Project
  • Technology: Collaborative scenarios; Machine learning, BigData, Artificial Intelligence
  • Partners: TELEVES, SINGULAR
  • Funded by: CDTI
  • Duration: 2018-2022

FANDANGO - Advanced automotive component manufacturing through reliable and secure digital twins

Project
  • Technology: Collaborative Scenarios; Virtual Twins
  • Partners: Grupo Antolin
  • Funded by: CDTI
  • Duration: 2018-2022

INROAD - Intelligent Roads for a 0 Vision (0 Deceased, 0 Injured, 0 Congestion and 0 Emissions

Project
  • Technology: Machine learning, BigData, Artificial Intelligence; Assisted driving
  • Partners: TECOPYSA, SACYR, ECAPTURE
  • Funded by: CDTI
  • Duration: 2018-2022

ProefiAIRE – Energy Efficiency for Compressed Air

Project
  • Technology: New “Data powered” business models
  • Partners: L’Oreal, Pepsico, Adisseo, Azucarera
  • Funded by: ICE JCYL
  • Duration: 2018-2021

Databackoff – Intelligent industrial control

Project
  • Technology: Modelling, simulation and prediction of the behaviour of machines and manufacturing processes
  • Partners: Gonvarri, Cobra, Industrias JL Blanco, Electra Aduriz, Telice
  • Funded by: ICE-JCYL
  • Duration: 2018-2020

ELEVACAPS - Hardware and firmware research of cyberphysical systems in elevation systems

Project
  • Technology: Modelling, simulation and prediction of the behaviour of machines and manufacturing processes; flexible manufacturing
  • Partners: Zener
  • Funded by: ICE-JCYL
  • Duration: 2018-2020

Productio – Industrial improvement through enabling technologies

Project
  • Technology: Virtual Reality, Augmented Reality, Modelling, simulation and prediction of the behaviour of machines and manufacturing processes
  • Partners: Gonvarri, Zener, FAE
  • Funded by: CDTI
  • Duration: 2016-2020

IoT platform for lipoprotein removal

Project
  • Technology: Sensory systems
  • Partners: HealthSens, FINBA, ITCL
  • Funded by: MINECO
  • Duration: 2018-2020

Design and implementation of a new planning system Stochastic system

Project
  • Technology: Machine learning, BigData, Artificial Intelligence
  • Partners: ENRESA
  • Funded by: ENRESA
  • Duration: 2018-2019

Ciber4gr0 – Cybersecurity in the agro-food industry

Project
  • Technology: Blockchain
  • Partners: Cluster Ciberseguridad, Vitartis
  • Funded by: MINECO
  • Duration: 2018-2019

CertiBlo – Blockchain for the certification of sustainable construction

Project
  • Technology: Blockchain
  • Partners: Cluster AEICE, TECOPY, ICCL
  • Funded by: MINECO
  • Duration: 2018-2019

Inspector – Inspection and maintenance in the connected industry

Project
  • Technology: Virtual Reality, Augmented Reality; Modelling, simulation and prediction of the behaviour of machines and manufacturing processes
  • Partners: SYLTEC, TSK
  • Funded by: CDTI
  • Duration: 2017-2021

MVScada system for monitoring and control

Project
  • Technology: New “Data powered” business models
  • Partners: MV Scada
  • Funded by: ICE – JCyL
  • Duration: 2017-2018

FEASIBILITY SMARTAGE 4.2: INDUSTRY 4.0 TO THE SERVICE OF INTELLIGENCE AND FRIENDLINESS OF CITIES

Project
  • Technology: Machine learning, BigData, Artificial Intelligence
  • Partners: Cluster SIVI, Cluster AEICE, ITCL, Cruz Roja Española, MHS, Pronisa
  • Funded by: MINECO
  • Duration: 2017-2018

AGROTECYL - Sustainable, autonomous and intelligent fertigation system for crop irrigation

Project
  • Technology: New “Data powered” business models; Artificial Intelligence
  • Partners: 1A Ingenieros
  • Funded by: ICE- JCyL
  • Duration: 2017-2018

Platform 4.0 based on BIM

Project
  • Technology: New “Data powered” business models
  • Partners: Cluster AEICE, CTME, Medgon Contratas y Servicios, ITCL
  • Funded by: MINECO
  • Duration: 2017-2018

EnergyWater Eficiencia energética en procesos del agua

Project
  • Technology: New “Data powered” business models
  • Partners: ITCL, Carbon Trust, SOCAMEX – URBASER, Cyprus Energy Agency, International Office for Water, Clean Technology Centre Cork Institute of Technology; WINGS ICT Solutions, European Technology Platform for Water, SMARTFUTURE.EU y Okavango Energy
  • Funded by: UE
  • Duration: 2016-2019

Simulation of material behaviour

Project
  • Technology: Flexible Manufacturing; Virtual Reality, Computer Vision
  • Partners: Grupo Antolin, Segula
  • Funded by: MINECO
  • Duration: 2016-2018

Development of an ICT tool for collecting bio-sanitary data through NFC panels and study of the influence of its use on livestock farms

Project
  • Technology: Virtual Reality; Computer Vision
  • Partners: PigChamp
  • Funded by: ICE JCYL
  • Duration: 2016-2018

DECISIONES - Research in Big Data applied to the exploitation and decision making of energy purchase by the energy marketer

Project
  • Technology: Machine learning, BigData, Artificial Intelligence
  • Partners: Electra Aduriz
  • Funded by: ICE-JCYL
  • Duration: 2016-2018

OPTILACTEO- Improving the management of dairy farms

Proyecto
  • Tecnología: Machine learning, BigData, Artificial Intelligence
  • Empresas: Calidad Pascual, CTME, ITCL
  • Financiado por: MINECO
  • Duración: 2016-2018

Development of an ICT tool for controlling the movement of farm personnel and study of its influence on the horizontal transmission of diseases, mainly PRRS

Project
  • Technology: Virtual Reality, Computer Vision
  • Partners: PigChamp
  • Funded by: ICE – JCYL
  • Duration: 2016-2018

Serious Game. My Shop 2.0

Project
  • Technology: Virtual Reality, Computer Vision
  • Partners:
  • Funded by: JCyL
  • Duration: 2016-2018

eConfidence, serious game against bullying

European Project
  • Technology: New “Data powered” business models
  • Partners: Everis, USAL
  • Funded by: UE
  • Duration: 2016-2018

MITAH - New manoeuvres for electric lifts based on intelligent saving strategies

Project
  • Technology: Modelling, simulation and prediction of the behaviour of machines and manufacturing processes; flexible manufacturing
  • Partners: Zener
  • Funded by: ICE JCYL
  • Duration: 2016-2017

Advanced simulation using virtual and augmented reality for risk-free training

Project
  • Technology: Virtual Reality, Computer Vision
  • Partners: CENTRATEC
  • Funded by: ICE – JCYL
  • Duration: 2016-2017

App Cuida tu voz

Project
  • Technology:
  • Partners: Mutua Universal
  • Funded by: ADE- JCyL
  • Duration: 2016

Characterization of epileptic patterns

Project
  • Technology: Sensory systems
  • Partners:
  • Funded by: JCyL
  • Duration: 2015-2016

SPECTRA: Smart Personal Emission Free Transport in the City

National Project
  • Technology: Embedded Sensorization
  • Partners: Ayesa, Sofitec, Fagor Electrónica, Grupo Antolin
  • Funded by: CDTI
  • Duration: 2015-2019

MAS I REVE - Electricity demand management for car parks

National Project
  • Technology: New “Data powered” business models
  • Partners: Fagor Electronica, Electra Aduriz, ITCL
  • Funded by: MINECO
  • Duration: 2014-2016

SECUSIM, indirect fire support training system

Proyecto
  • Tecnología: Virtual Reality, Computer Vision
  • Empresas: Expal
  • Financiado por: MINETUR
  • Duración: 2014-2016

Cool-Save Energy efficiency in industrial cooling

European Project
  • Technology:
  • Partners:
  • Funded by: UE
  • Duration: 2012-2015

PROMARE – Remote maintenance

Project
  • Technology:
  • Partners: Hiperbaric, Cartif, NC Anayak, Desmasa, Ibermaq, GNC Manufacturing
  • Funded by: Ministerio de Ciencia e Innovación
  • Duration: 2011-2013

PROMETEM – Temperature measurement at high pressures

Project
  • Technology: Embedded Sensorization
  • Partners: Hiperbaric
  • Funded by: ADE-JCyL
  • Duration: 2010-2011

e-MOLDE Smart moulds

Project
  • Technology:
  • Partners: FEAMM, ASCAMM, C.M. Sole, Eleda, ITCL, Bosch, Sogefi
  • Funded by: Ministerio de Industria, Turismo y Comercio
  • Duration: