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ACT-ESA PRESENTATION
FROM ARIADNAS TO INDUSTRY R&D IN
OPTICS AND PHOTONICS
28th of February 2024
Confidential
Isabelle Dicaire - Research Fellow in Earth System Science, ACT 2012-2015
Ariadna 1: Spaceborne laser filamentation for atmospheric remote sensing
Ariadna 2: Detection and analysis of climate tipping points using genetic algorithms
Ariadna 3: The Silky Way: Biomimetic sensing through changes in structural proteins
BACKGROUND
* In collaboration with ACT colleagues:
Francisco Fernandez-Navarro & Nasia
Nikolaou
* Outcome: 5 papers published
* In collaboration with ACT colleague:
Tom Gheysens
* Outcome: 6 papers published
* Outcome: 2 papers published
Confidential
BIOMIMETIC SENSING THROUGH CHANGES IN STRUCTURAL PROTEINS
Project aim for the Ariadna study: proof-of-concept study of biosensing using spider silk
1st step: Spider “milking” to extract the dragline silk – done by Tom at the Oxford Silk Group
2nd step: Injecting light from an optical fiber into the spider silk – done by the Group for Fiber Optics at EPFL
Confidential
DESCRIPTION OF ARIADNA STUDY THE SILKY WAY:
3rd step: Measure the optical properties of the silk – done by the Group for Fiber Optics at EPFL
4th step: Proof-of-concept of breath analysis through polarimetry using spider silk
Confidential
DATA ANALYSIS METHOD OF CHOICE – OPTECH.ORG
Physics-based
Chemometrics &
Machine Learning
Optical
data
Physics-
Based
Model Chemistry
data
Non-profit organization in operation since 2002 |
Located in Montréal, Canada
Specialized in optics & photonics 2 < TRL < 8
• Industrial product & process developement
• Applied Research
• Measurement services
Confidential
From academic research to industry implementation…
Source: Factors that Foster Industry-University Cooperation: Implications for I/UCRCs. Paper presented
by M. Jelinek at the National Science Foundation - Industry/University Cooperative Research Centers
Program Evaluator Meeting, Arlington, VA, June 2006. © Mariann Jelinek, PhD, Professor of Strategy
Emerita, College of William and Mary, Williamsburg VA, 23185,
TRL
TRL 4 to 8
❖ Industry R&D is ~100X more
expensive than academic research
because :
1) Prototypes must be robust to
pressure, temperature, vibration,
etc, adding complexity and cost.
2) Extensive testing required to
understand failure modes and
improve reliability
❖ Lack of funding and low
government priority
❖ Must have good ROI – return on
investment
❖ Competition between different
technological solutions to achieve
a desired outcome for the client
Confidential
Optech: bridging the gap between academia and industry R&D
TRL:
1 2 3 4 5 6 7 8 9
Pull
Industry
R&D
Push
Academic
R&D
Terrile, Richard J., et al. "Calibrating the technology readiness level (TRL) scale using NASA
mission data." 2015 ieee aerospace conference. IEEE, 2015.
$37 $31
$373 $363
$1249 $1262
y = 14,13e0,8211x
2 3 4 5 6 7
Investments
(k$
CAD)
Technology Readiness Level (TRL)
DEVELOPMENT COSTS
OPTECH PROJECT K.
Series1 Expon. (Series1)
Confidential
Optech: bridging the gap between academia and industry R&D
31 employees: physicists, engineers, technicians + admin staff
140+ projects done with more than 60 private companies in 2022
Network of 2400 employees that supports 6000+ companies per year
+10M$ in equipment with 600 m2 of laboratories
Only 8% of our revenues = recurrent public funding
Confidential
EXPERTISES
Fiber Optics
and Sensors
Illumination
and Imaging
Optical
Metrology
Microsystems Artificial
Intelligence &
Optics
Confidential
FIBER OPTICS AND SENSORS
11
Development of a palladium
nanoparticles ink for hydrogen
sensing applications
3D printed palladium
layer on an optical fiber
Confidential
FIBER OPTICS AND SENSORS
12
Proof-of-concept of quantum
optics sensing using 3D-printed
upconversion nanoparticles
Confidential
MICROSYSTEMS
13
Technologies Piezoelectric HAPT FBG (Proba 2) DBR Fiber laser
Pressure resolution (mBar) 13 2 0.03
Pressure resolution (%FS 0-25 Bar) 0.05% 0.01% 0.00015%
Temperature (K) 0.5K/300K 0.05 0.004-0.1
Precision on the propellant measurement
(months)
7(42) for a 10(15)-year
mission
N/D 1(5) - 3(16) for a 10(15-
year mission
OSIP project: Improving satellite
propellant gauging accuracy with high
accuracy Optical Pressure Sensors and
Ultrafast Optoelectronics
ESA Contract No.
4000138372/22/NL/GLC/ov
Confidential
MICROSYSTEMS
14
OSIP project: Improving satellite propellant gauging
accuracy with high accuracy Optical Pressure Sensors and
Ultrafast Optoelectronics
ESA Contract No. 4000138372/22/NL/GLC/ov
Base package
(Aluminum, Kovar)
Lid
Membrane
(Sapphire/Silicon)
DBR fiber laser
Fitting for pressure controller
seal cover
5 assembled units
Confidential
ILLUMINATION AND IMAGING
Development of light
beacons for wind
turbines
Photoradiometry laboratory &
Optical design
Confidential
ILLUMINATION AND IMAGING
Development of a Raman imaging
system for cancer cell detection in
the OR during surgery
Confidential
OPTICAL METROLOGY
Structured light for 3D imaging
Methane sensing
Realtime wastewater
monitoring using a
custom optical sensor
Confidential
OPTICAL METROLOGY
Distributed temperature sensing
using dark telecom optical fiber
Laboratory proof-of-concept of
machine learning analysis for
distributed temperature sensing
Confidential
ARTIFICIAL INTELLIGENCE AND OPTICS
Confidentiel
Provide precise quantitative information for embedded
metrology applications from prototype design to
manufacturing and tests:
❖ K-means clustering analysis
❖ PLS-DA classification
❖ Dimension reduction with PCA
❖ Machine learning – Training of classification and
regression models (decision tree, k nearest neighbors,
logistic regression, SVM, gradient boosting, AdaBoost,
Random Forest, CatBoost, MLP, XGB, etc)
❖ Deep learning for imaging applications
DevOps prototypes: deployment of models in production,
application monitoring and continuous improvements
Confidential
SOME OF OUR CLIENTS…

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Isabelle Diacaire - From Ariadnas to Industry R&D in optics and photonics

  • 1. ACT-ESA PRESENTATION FROM ARIADNAS TO INDUSTRY R&D IN OPTICS AND PHOTONICS 28th of February 2024
  • 2. Confidential Isabelle Dicaire - Research Fellow in Earth System Science, ACT 2012-2015 Ariadna 1: Spaceborne laser filamentation for atmospheric remote sensing Ariadna 2: Detection and analysis of climate tipping points using genetic algorithms Ariadna 3: The Silky Way: Biomimetic sensing through changes in structural proteins BACKGROUND * In collaboration with ACT colleagues: Francisco Fernandez-Navarro & Nasia Nikolaou * Outcome: 5 papers published * In collaboration with ACT colleague: Tom Gheysens * Outcome: 6 papers published * Outcome: 2 papers published
  • 3. Confidential BIOMIMETIC SENSING THROUGH CHANGES IN STRUCTURAL PROTEINS Project aim for the Ariadna study: proof-of-concept study of biosensing using spider silk 1st step: Spider “milking” to extract the dragline silk – done by Tom at the Oxford Silk Group 2nd step: Injecting light from an optical fiber into the spider silk – done by the Group for Fiber Optics at EPFL
  • 4. Confidential DESCRIPTION OF ARIADNA STUDY THE SILKY WAY: 3rd step: Measure the optical properties of the silk – done by the Group for Fiber Optics at EPFL 4th step: Proof-of-concept of breath analysis through polarimetry using spider silk
  • 5. Confidential DATA ANALYSIS METHOD OF CHOICE – OPTECH.ORG Physics-based Chemometrics & Machine Learning Optical data Physics- Based Model Chemistry data
  • 6. Non-profit organization in operation since 2002 | Located in Montréal, Canada Specialized in optics & photonics 2 < TRL < 8 • Industrial product & process developement • Applied Research • Measurement services
  • 7. Confidential From academic research to industry implementation… Source: Factors that Foster Industry-University Cooperation: Implications for I/UCRCs. Paper presented by M. Jelinek at the National Science Foundation - Industry/University Cooperative Research Centers Program Evaluator Meeting, Arlington, VA, June 2006. © Mariann Jelinek, PhD, Professor of Strategy Emerita, College of William and Mary, Williamsburg VA, 23185, TRL TRL 4 to 8 ❖ Industry R&D is ~100X more expensive than academic research because : 1) Prototypes must be robust to pressure, temperature, vibration, etc, adding complexity and cost. 2) Extensive testing required to understand failure modes and improve reliability ❖ Lack of funding and low government priority ❖ Must have good ROI – return on investment ❖ Competition between different technological solutions to achieve a desired outcome for the client
  • 8. Confidential Optech: bridging the gap between academia and industry R&D TRL: 1 2 3 4 5 6 7 8 9 Pull Industry R&D Push Academic R&D Terrile, Richard J., et al. "Calibrating the technology readiness level (TRL) scale using NASA mission data." 2015 ieee aerospace conference. IEEE, 2015. $37 $31 $373 $363 $1249 $1262 y = 14,13e0,8211x 2 3 4 5 6 7 Investments (k$ CAD) Technology Readiness Level (TRL) DEVELOPMENT COSTS OPTECH PROJECT K. Series1 Expon. (Series1)
  • 9. Confidential Optech: bridging the gap between academia and industry R&D 31 employees: physicists, engineers, technicians + admin staff 140+ projects done with more than 60 private companies in 2022 Network of 2400 employees that supports 6000+ companies per year +10M$ in equipment with 600 m2 of laboratories Only 8% of our revenues = recurrent public funding
  • 10. Confidential EXPERTISES Fiber Optics and Sensors Illumination and Imaging Optical Metrology Microsystems Artificial Intelligence & Optics
  • 11. Confidential FIBER OPTICS AND SENSORS 11 Development of a palladium nanoparticles ink for hydrogen sensing applications 3D printed palladium layer on an optical fiber
  • 12. Confidential FIBER OPTICS AND SENSORS 12 Proof-of-concept of quantum optics sensing using 3D-printed upconversion nanoparticles
  • 13. Confidential MICROSYSTEMS 13 Technologies Piezoelectric HAPT FBG (Proba 2) DBR Fiber laser Pressure resolution (mBar) 13 2 0.03 Pressure resolution (%FS 0-25 Bar) 0.05% 0.01% 0.00015% Temperature (K) 0.5K/300K 0.05 0.004-0.1 Precision on the propellant measurement (months) 7(42) for a 10(15)-year mission N/D 1(5) - 3(16) for a 10(15- year mission OSIP project: Improving satellite propellant gauging accuracy with high accuracy Optical Pressure Sensors and Ultrafast Optoelectronics ESA Contract No. 4000138372/22/NL/GLC/ov
  • 14. Confidential MICROSYSTEMS 14 OSIP project: Improving satellite propellant gauging accuracy with high accuracy Optical Pressure Sensors and Ultrafast Optoelectronics ESA Contract No. 4000138372/22/NL/GLC/ov Base package (Aluminum, Kovar) Lid Membrane (Sapphire/Silicon) DBR fiber laser Fitting for pressure controller seal cover 5 assembled units
  • 15. Confidential ILLUMINATION AND IMAGING Development of light beacons for wind turbines Photoradiometry laboratory & Optical design
  • 16. Confidential ILLUMINATION AND IMAGING Development of a Raman imaging system for cancer cell detection in the OR during surgery
  • 17. Confidential OPTICAL METROLOGY Structured light for 3D imaging Methane sensing Realtime wastewater monitoring using a custom optical sensor
  • 18. Confidential OPTICAL METROLOGY Distributed temperature sensing using dark telecom optical fiber Laboratory proof-of-concept of machine learning analysis for distributed temperature sensing
  • 19. Confidential ARTIFICIAL INTELLIGENCE AND OPTICS Confidentiel Provide precise quantitative information for embedded metrology applications from prototype design to manufacturing and tests: ❖ K-means clustering analysis ❖ PLS-DA classification ❖ Dimension reduction with PCA ❖ Machine learning – Training of classification and regression models (decision tree, k nearest neighbors, logistic regression, SVM, gradient boosting, AdaBoost, Random Forest, CatBoost, MLP, XGB, etc) ❖ Deep learning for imaging applications DevOps prototypes: deployment of models in production, application monitoring and continuous improvements