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Embedded and Cognition-based Control
              Cognition-
&Monitoring Systems for the Next Generation
of Machines and Processes
Partner profile CAR (CSIC-UPM) (I)
                           (CSIC-
       The Consejo Superior de Investigaciones
       Científicas (CSIC) is the largest public
       multidisciplinary research organisation in Spain. It
       has a staff of more than 10000 employees, among
                                           p y ,          g
       these 3202 scientists and about 3802 pre and
       postdoctoral researchers.
       Universidad Politécnica de Madrid (UPM) is the
       oldest and largest of the Spanish technical
       universities, with currently more than 3000 faculty
       members and about 6000 postgraduate students
                                                students.
       The Centre for Automation and Robotics (CAR): join task force of UPM
       and CSIC with 13 research groups in the field of Automation and
       Robotics.

       Background and expertise:
         Control system design for complex electromechanical plants.
         Wide range of applications: Manufacturing, Agriculture,
         Environment, Bioengineering, Robotics…
2-11
  GAMHE v.5 11.10.2011
Partner profile CAR (CSIC-UPM) (II)
                           (CSIC-
       Advanced A t
       Ad     d Automation for Manufacturing Processes -
                       ti  f M     f t i     P
       Research Group (GAMHE)
       Set up in 1981.
       One of top-5 Spanish research groups dealing with
              top-
       manufacturing processes optimization through
       advanced control&monitoring strategies.
                                   g      g
       Grants totaling 1.5 M€
                           M€
       Research contracts and cooperation
       with FAGOR AUTOMATION, DANOBAT,
       SORALUCE, NICOLAS CORREA and
       others SMEs.

       10 persons: 6 PhD, 3 PhD
       students, 1 Lab Assist.
       GeorgiaTech, Uninova, CU-
                             CU-
       ICAR.

3-11
  GAMHE v.5 11.10.2011
Partner profile CAR (CSIC-UPM) (III)
                           (CSIC-




                         Key issues and Paradigms
                         related with Metalworking
                         industry & Emerging sectors




   Paradigms & Scientific                          Industrial needs
   Challenges in the field
   of Intelligent Control &                        Economical issues
      Monitoring Systems                           Societal needs


4-11
  GAMHE v.5 11.10.2011
Success stories (I)
       Design and implementation of an embedded fuzzy control system.


                                           NCK     MMC
                                                      User Interface
                                DAQs

                                                      Fuzzy Control Algorihm
                                             DDE
                                                                               User
                               Feed rate


                             Spindle speed




                                                 Decrease about
                                                     20% in part
       References:                               production time
       Haber et al., Computers in
                al
       Industry 50, pp. 353-366 (2003).
                        353-
       Haber&Alique, IEEE Transaction
       on SMC Part C., (2007).
                      ,(     )
5-11
  GAMHE v.5 11.10.2011
Success stories (II)
          ALLIANCE FAGOR AUTOMATION – CAR Intelligent control systems
                                            CAR: I t lli  t    t l    t
          embedded in open architectures (2011-2013).
                                          (2011-
          Project CENIT “eEe”: Embedded fuzzy control strategy in open computer
          numerical control (CNC8070).
                            (CNC8070)
          Cooperation with Prof. Singhose (GeorgiaTech).




6-11
  GAMHE v.5 11.10.2011
Success stories (III)
       Power steering control architecture for automatic driving




7-11
  GAMHE v.5 11.10.2011
Success stories (IV)
       Self-
       Self-tuning strategies for robotic manipulators

               Dynamic modification of
                      proportional and
                 derivative gains of PD
                   controller of robotic
                           manipulator




8-11
  GAMHE v.5 11.10.2011
Success stories (V)
       Research on integrating
                       g     g
       control, communication
       and advanced
       computational
       algorithms.
       algorithms
       To capitalize synergies between:
          Classic control strategies and
          Artificial Intelligence-based
          techniques.
          Hybridization of knowledge
            yb d a o o         o   dg
          representation (Fuzzy Logic),
          learning (Artificial Neural
          Networks) and optimization
          (GA, SA, CE).
          Advanced computational
          algorithms and
          communication technologies.
                                g
       References:
       Haber et al. 2007, 2008,
       2009.
       2009
9-11
  GAMHE v.5 11.10.2011
Success stories (VI)
    Intelligent networked monitoring system for micro-scale
                                                micro-
    processes
                                            Embedded
                                                       Patents:
                                            system     200802613/02613




                                 Ethernet
                                 Ethernet


               Quality control

                                                                         Sensor
                                                                         fusion



10-
10-11
 GAMHE v.5 11.10.2011
Research and technical results
    AUTOMATION           COMPUTER       COMPUTER      COMPUTER        ENGINEERING,
                                                                      ENGINEERING
    & CONTROL            SCIENCE AND    SCIENCE,      SCIENCE AND     MANUFACTURING:
    SYSTEMS:             CYBERNETICS:   INFORMATION   ARTIFICIAL
                                        SYSTEMS:      INTELLIGENCE:




        But also 5 patents, 2 licensed
11-
11-11
  GAMHE v.5 11.10.2011

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Profile - GAMHE Research Group

  • 1. Embedded and Cognition-based Control Cognition- &Monitoring Systems for the Next Generation of Machines and Processes
  • 2. Partner profile CAR (CSIC-UPM) (I) (CSIC- The Consejo Superior de Investigaciones Científicas (CSIC) is the largest public multidisciplinary research organisation in Spain. It has a staff of more than 10000 employees, among p y , g these 3202 scientists and about 3802 pre and postdoctoral researchers. Universidad Politécnica de Madrid (UPM) is the oldest and largest of the Spanish technical universities, with currently more than 3000 faculty members and about 6000 postgraduate students students. The Centre for Automation and Robotics (CAR): join task force of UPM and CSIC with 13 research groups in the field of Automation and Robotics. Background and expertise: Control system design for complex electromechanical plants. Wide range of applications: Manufacturing, Agriculture, Environment, Bioengineering, Robotics… 2-11 GAMHE v.5 11.10.2011
  • 3. Partner profile CAR (CSIC-UPM) (II) (CSIC- Advanced A t Ad d Automation for Manufacturing Processes - ti f M f t i P Research Group (GAMHE) Set up in 1981. One of top-5 Spanish research groups dealing with top- manufacturing processes optimization through advanced control&monitoring strategies. g g Grants totaling 1.5 M€ M€ Research contracts and cooperation with FAGOR AUTOMATION, DANOBAT, SORALUCE, NICOLAS CORREA and others SMEs. 10 persons: 6 PhD, 3 PhD students, 1 Lab Assist. GeorgiaTech, Uninova, CU- CU- ICAR. 3-11 GAMHE v.5 11.10.2011
  • 4. Partner profile CAR (CSIC-UPM) (III) (CSIC- Key issues and Paradigms related with Metalworking industry & Emerging sectors Paradigms & Scientific Industrial needs Challenges in the field of Intelligent Control & Economical issues Monitoring Systems Societal needs 4-11 GAMHE v.5 11.10.2011
  • 5. Success stories (I) Design and implementation of an embedded fuzzy control system. NCK MMC User Interface DAQs Fuzzy Control Algorihm DDE User Feed rate Spindle speed Decrease about 20% in part References: production time Haber et al., Computers in al Industry 50, pp. 353-366 (2003). 353- Haber&Alique, IEEE Transaction on SMC Part C., (2007). ,( ) 5-11 GAMHE v.5 11.10.2011
  • 6. Success stories (II) ALLIANCE FAGOR AUTOMATION – CAR Intelligent control systems CAR: I t lli t t l t embedded in open architectures (2011-2013). (2011- Project CENIT “eEe”: Embedded fuzzy control strategy in open computer numerical control (CNC8070). (CNC8070) Cooperation with Prof. Singhose (GeorgiaTech). 6-11 GAMHE v.5 11.10.2011
  • 7. Success stories (III) Power steering control architecture for automatic driving 7-11 GAMHE v.5 11.10.2011
  • 8. Success stories (IV) Self- Self-tuning strategies for robotic manipulators Dynamic modification of proportional and derivative gains of PD controller of robotic manipulator 8-11 GAMHE v.5 11.10.2011
  • 9. Success stories (V) Research on integrating g g control, communication and advanced computational algorithms. algorithms To capitalize synergies between: Classic control strategies and Artificial Intelligence-based techniques. Hybridization of knowledge yb d a o o o dg representation (Fuzzy Logic), learning (Artificial Neural Networks) and optimization (GA, SA, CE). Advanced computational algorithms and communication technologies. g References: Haber et al. 2007, 2008, 2009. 2009 9-11 GAMHE v.5 11.10.2011
  • 10. Success stories (VI) Intelligent networked monitoring system for micro-scale micro- processes Embedded Patents: system 200802613/02613 Ethernet Ethernet Quality control Sensor fusion 10- 10-11 GAMHE v.5 11.10.2011
  • 11. Research and technical results AUTOMATION COMPUTER COMPUTER COMPUTER ENGINEERING, ENGINEERING & CONTROL SCIENCE AND SCIENCE, SCIENCE AND MANUFACTURING: SYSTEMS: CYBERNETICS: INFORMATION ARTIFICIAL SYSTEMS: INTELLIGENCE: But also 5 patents, 2 licensed 11- 11-11 GAMHE v.5 11.10.2011