Associate professor at
Polytech Grenoble/Grenoble INP Engineering and Management
Institute/ Grenoble Alpes University
Short Bio
2015 -today : Member
of the executive team of the doctoral school EEATS of Grenoble
Alpes University/ In charge of the thesis specialty « Automatic
Control and Production system »
2009-2012:
Co-head of SAIGA-Team, Gipsa-lab
2006 :
“Habilitation à Diriger des Recherche” (HDR)
1994 :
PhD in Automatic Control from Grenoble-INP
1990:
Engineer from Grenoble-INP
Research
interests
Data driven methods for monitoring and diagnostic of
complex systems -signal processing, data processing, machine
learning –
Main
collaborations
VALEMO, EDF, CERN, CEA-LETI, LPNC
Publications
4 patents, 30 international journal papers, 67
international conference papers
PhD
students
-
Current
- Since Sept. 2021 : Théodore Raymond « Monitoring
methods for wind turbine farms using heterogeneous data:
application to health assessment and predictive
maintenance decision making », collaboration with C.
Berenguer/gipsa-lab
- Since Sept. 2020 Adrien Viault « Machine learning
techniques using uncertain labels, application to human
stress estimation » coll. C. Godin/CEA LETI and A.
Campagne/LPNC
- Former
- 17/12/2021 Olivian SAVIN « Effect of start and stop
cycles on hydropower plants: modeling the deterioration of
the equipment to evaluate the cycling cost» , coll. C.
Berenguer/gipsa-lab and J. Baroth/3SR
- 18/03/2021
Gael
Vila « White Box Models for Stress Assessment from
Physiological Measurements and Real Life Applicability » coll. C.
Godin/CEA LETI and A. Campagne/LPNC
- 23/09/2020 Usama Aziz "Power curve based wind turbine
fault detection: A critical performance comparison and
proposition of a multi-turbine approach" coll.
with
C. Berenguer/gipsa-lab
- 25/06/2020 Chhayarith HENG HUY : « Automatic analysis of the propagation channel for
the adaptation of ultra-low power radio frequency links
dedicated to applications at very high autonomy" coll. C. Bernier/ CEA-LETI)
- 09/11/2016 Alexis LEBRANCHU : « Analysis of
monitoring data and development of fault and degradation
indicators for predictive maintenance of wind turbine farms»
coll.
with C. Berenguer/gipsa-lab
- 4/06/2015 Raphaelle ROY : « Study of
electrophysiological correlates for the discrimination of
fatigue and mental load states: contributions to passive
brain/machine interfaces »cool. With S.
Bonnet /CEA LETI and A. Campagne/LPNC
- 16/04/2014 Nabil BOUCHAIR : « Diagnosis of complex
systems by comparing alarm lists: Application to LHC control
systems»
- 15/01/2014 Anne-Cécile PITTON : « Vehicle
re-identification by analysis of tri-axial magnetic
signatures measured by sensor arrays» coll. A.
Vassilev/CEA-LETI
- 06/11/2009 PICOT Antoine « Detection of drivers'
hypovigilance states by
fusion of physiological and video information» coll. A
Caplier/Gipsa-lab
- 21/05/2008 ZOUBEK Lukas « Classification of human
sleep recordings »
- 25/01/2007 BADJI Lyes « Development of a decision
support system for patients hospitalized in intensive care
units»
- 10/12/2004 BECQ Guillaume « development of an
automatic portable system to help determine the emergency status of a polytraumatized patient;
Learning of hemorrhagic shock classes»
Associate professor at
Polytech Grenoble/Grenoble INP Engineering and Management
Institute/ Grenoble Alpes University
Short Bio
2015 -today : Member
of the executive team of the doctoral school EEATS of Grenoble
Alpes University/ In charge of the thesis specialty « Automatic
Control and Production system »
2009-2012:
Co-head of SAIGA-Team, Gipsa-lab
2006 :
“Habilitation à Diriger des Recherche” (HDR)
1994 :
PhD in Automatic Control from Grenoble-INP
1990:
Engineer from Grenoble-INP
Research
interests
Data driven methods for monitoring and diagnostic of
complex systems -signal processing, data processing, machine
learning –
Main
collaborations
VALEMO, EDF, CERN, CEA-LETI, LPNC
Publications
4 patents, 30 international journal papers, 67
international conference papers
PhD
students
-
Current
- Since Sept. 2021 : Théodore Raymond « Monitoring
methods for wind turbine farms using heterogeneous data:
application to health assessment and predictive
maintenance decision making », collaboration with C.
Berenguer/gipsa-lab
- Since Sept. 2020 Adrien Viault « Machine learning
techniques using uncertain labels, application to human
stress estimation » coll. C. Godin/CEA LETI and A.
Campagne/LPNC
- Former
- 17/12/2021 Olivian SAVIN « Effect of start and stop
cycles on hydropower plants: modeling the deterioration of
the equipment to evaluate the cycling cost» , coll. C.
Berenguer/gipsa-lab and J. Baroth/3SR
- 18/03/2021
Gael
Vila « White Box Models for Stress Assessment from
Physiological Measurements and Real Life Applicability » coll. C.
Godin/CEA LETI and A. Campagne/LPNC
- 23/09/2020 Usama Aziz "Power curve based wind turbine
fault detection: A critical performance comparison and
proposition of a multi-turbine approach" coll.
with
C. Berenguer/gipsa-lab
- 25/06/2020 Chhayarith HENG HUY : « Automatic analysis of the propagation channel for
the adaptation of ultra-low power radio frequency links
dedicated to applications at very high autonomy" coll. C. Bernier/ CEA-LETI)
- 09/11/2016 Alexis LEBRANCHU : « Analysis of
monitoring data and development of fault and degradation
indicators for predictive maintenance of wind turbine farms»
coll.
with C. Berenguer/gipsa-lab
- 4/06/2015 Raphaelle ROY : « Study of
electrophysiological correlates for the discrimination of
fatigue and mental load states: contributions to passive
brain/machine interfaces »cool. With S.
Bonnet /CEA LETI and A. Campagne/LPNC
- 16/04/2014 Nabil BOUCHAIR : « Diagnosis of complex
systems by comparing alarm lists: Application to LHC control
systems»
- 15/01/2014 Anne-Cécile PITTON : « Vehicle
re-identification by analysis of tri-axial magnetic
signatures measured by sensor arrays» coll. A.
Vassilev/CEA-LETI
- 06/11/2009 PICOT Antoine « Detection of drivers'
hypovigilance states by
fusion of physiological and video information» coll. A
Caplier/Gipsa-lab
- 21/05/2008 ZOUBEK Lukas « Classification of human
sleep recordings »
- 25/01/2007 BADJI Lyes « Development of a decision
support system for patients hospitalized in intensive care
units»
- 10/12/2004 BECQ Guillaume « development of an
automatic portable system to help determine the emergency status of a polytraumatized patient;
Learning of hemorrhagic shock classes»