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: