advanced servo control research at philips cft: status … · advanced servo control research at...
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Advanced Servo Control Research at Philips CFT: Status and Future Challenges
Gregor van BaarsPhilips Centre for Industrial Technology (CFT)Mechatronics Technologies DepartmentEindhoven, The [email protected]
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2Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Outline
• Introduction • Relation control groups TU Delft – Philips• Servo control research @ CFT• Closing remarks
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3Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Introduction: myself• TU Delft, Mechanical Engineering :
– Student: systems & control group (prof. Bosgra) [1984-1991]– PhD student: systems & control group (prof. Bosgra) [1991-
1996]• Philips:
– Research: control engineer in ASML research projects (group Sastra) [1996-1998]
– CFT:• Control engineer in ASML research projects (department van
Eijk) [1998-2002]• Project leader EUV alpha tool [2002-..]• Competence group leader Acoustics & Control [aug2004-..]
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4Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips in general
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5Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Royal Philips Electronics
Headquarters: Amsterdam, The
Netherlands
• Multinational workforce of 164,438 employees
• Active in:consumer electronics, medical systems, lighting, semiconductors, domestic appliances and personal care
• Sales 2003:EUR 29,037 mln
• 60 different businesses• Sales and service
in 150 countries• R&D expenditures 2003
EUR 2,6 billion
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6Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Areas of Philips activities
Medical
DAP
CE
Lighting
Semiconductors
Lighting
Display-JVs
Healthcare Lifestyle
Technology
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7Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips today (2003 numbers)
Sales per sector, as % of total Employment per sector, as % of total
100%= EUR 29.0 B
Lighting CE DAP Semiconductors Medical Misc.
16%
31%
7%
17%
21%
8%
100%= 164,400
2%17%
17%
19% 5%
12%
28%
Unallocated
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8Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips CFT
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9Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips CFT within Philips
TechnologyA. Huijser
PDSLA.v.Gorkum
IP&SR. Peters
ResearchR.Harwig
G. Dutiné J.H.M. HommenA. Huijser G.J. Kleisterlee
Board of Management
Philips CFTM. Halbe
Lighting Semi-conductors
DAPConsumer Electronics
Medical Systems
Corporate Staff & services
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10Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips CFT mission• To create value for Philips by providing Philips, its suppliers
and partners, and selected non-Philips customers with world-class global solutions in industrial development, technology and consultancy
• To contribute to the position of Philips as a high-growth technology company
Particularly in the areas of :
• Mechatronics
• Process technology
• Assembly
• Innovation & Industrial support
• Environmental support
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11Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips CFT: global sites
BudapestLocation: HungaryEmployees: 10
Eindhoven HeadquartersLocation: The NetherlandsEmployees: 830
SunnyvaleLocation: USAEmployees: 33
SingaporeEmployees: 29
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12Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips CFT: Mechtronics
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13Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Mechatronics Competences
Machine Dynamics & Control Precision Engineering
Software Architecture & Design Manufacturing Test
Machine Vision Optics and analog electronics
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14Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Mechatronics: Synergy between disciplines to provide better solutions
• Mechanics• Electronics• Software/Information• Control
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15Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Hard-disk drive
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16Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Component mounter
CAD-representation Functional model
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17Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Phicom 3, wirebonder ITECcapillary
crystal
goldball
■■ 14k4 components/hour14k4 components/hour■■ capillary movementcapillary movement
■■ LorentzLorentz force force actuatorsactuators
■■ TwoTwo--stage principlestage principlezz--positionpositionzz--forceforce
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18Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Metrology for accurate manufacturing control
Zero Abbe offset’sThermally insensitive0.1 µm accuracy targetrapid sampling
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19Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
MRI scanner: PMS• Noise reduction
• Active vibration isolation
• Controller design
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20Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Test set-up Planar Motor demonstrator
Planar motor
Magnets
H-bridge
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21Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
ASML research : SIRE-T5 300 mm stage
x-y stroke 300 mmvelocity 1000 mm/sacceleration 10 m/s2
jerk 1000 m/s3
movementnoise (1σ)
<7.5 nm
mov.average(slit 10 mm)
<2.5 nm
mov.st.dev. 8 nm
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22Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Relation control groupsTU Delft – Philips
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23Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
The early years : 80-ties – ‘98
Bosgra
Mech Eng. Systems&Control
Sastra
(Mechanics Research)
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24Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips research recruits heavy control artillery
BosgraSastra
Steinbuch
Sperling
Wortelboer
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25Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Bosgra
Sastra
Send in a whole bunch of students for MsC assignment @ Philips
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26Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
List of MsC assignments at Philips
TOPICS / APPLICATIONS• Optical disk drives• Hard disk drives• Lithographic stages• Closed-loop model
reduction• Optimal control• H_inf, mu• Repetitive/learning
control• Input shaping• ……
STUDENTS (incomplete..)• Schrama, Draaijer, Smit,
van Groos, Ceton, Bruinsma, van der Laan, van der Vlugt, Rietjens, Terlouw, la Bastide, Koekebakker, Chang, de Callafon, Tousain, van Duin, van der Slikke, van der Meche,…
• Rambaratsingh, Groot-Wassink, de Gelder,…
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27Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Bosgra
Sastra
Start Philips-funded PhD program in Delft
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28Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips-funded PhD’s: Wafer stepper
De Roover
Dijkstra
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29Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips-funded PhD’s : CD-player
no p
ictur
e av
ailab
le
Dotsch
Dettori
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30Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips-funded PhD: ongoing
• Fixed-order H∞-controller design– Studied as part of a PhD project at Delft Univ. Tech.– The aim is to design H∞-controllers with a priori specified
• order (number of states), • controller configuration (such as multi-loop SISO controllers), • controller stability requirements (besides closed-loop stability requirements).
– And much more….
Fixed order /structured H∞ controller synthesis
Hol
MIMO FRF/LPV model identification
v.d. Meche
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31Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Bosgra
Mech Eng. Systems&Control
Research group implanted @ CFT after departure Sastra (’98)
Sastra
van Eijk
CFT Mechatronics
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32Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Philips recruits fresh horses and continues control research
Bosgra
van Eijk
v Baarsno
pictu
re a
vaila
ble
v.Schothorst
Tousain
Steinbuch
TU/e
Van de Wal
Heertjes
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33Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Servo control research @ CFT
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34Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Current examples of advanced servo control research
• APM Wetzlar: automotive CD/DVD drives – Nonlinear control
• Airmounts : vibration isolation– Modal control
• Medical Systems: MRI scanners– Noise control
• Vibration cancellation, piezo actuation• Distributed sensors/actuators
• ASML: lithographic stages positioning– Four research topics (see later slides)
• …
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35Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Case: Lithographic stages positioning- Four control research topics
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36Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Typical lithographic stage research project setting
• First-of-a-kind prototype (feasibility study for next generation equipment)
• On-the-edge stage motion systems– High throughput (80/140 wafers/hour, 80-200 ICs/wafer) :
aggressive setpoint trajectory (few g, 0.5-1m/s) – Extremely high positioning accuracy (nm) during scan
• Accuracy requirements in 6 DOF• Servo control involved from the start in multi-disciplinary
team during mechatronic process: concept, design, realization, test, optimization
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37Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Expose a desired pattern in resist
Develop and etch exposed pattern
Build up IC by stacking layers of patterns (repeat previous steps)
Pattern dimensions (CD) keep decreasing (Moore’s Law), i.e. faster chip, higher capacity
Required stage accuracy keeps increasing (e.g. overlay)
Lithographic scanner is exposure tool (optics/imaging + scanning stages)
Fill wafer with exposures
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38Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Wafer stage 6 DoF servo control
Wafer
Wafer stage
Plant
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39Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Servo Control: basic setting (motion systems)
Referencegenerator
disturbances
-error
Feedforward
Feedback Plant
• Plant: stage mechanics, actuators, sensors
• Feedback control: disturbance suppression, closed-loop stability and robustness• Feedforward control: reference following, settling
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40Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Acceleration
Scan (v constant)
Deceleration
Stand still
Exposure interval
Scanning trajectory: performance requirement and typical servo error
Error bound
specification
Settling
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41Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Four control research topics: expected servo performance limits (1999/2000)
• Interactions between DOF’s (limited scope of rigid body decoupling)
Explore multivariable control (MIMO H∞, µ synthesis)
• A fixed servo controller for the whole operational range (inherent design conservatism : dynamic behaviour of the system changes with position)
Explore position-dependent control (gain scheduling, LPV control)
• Settling time limits throughput (vibrations must settle to start exposure)
Explore options to achieve 0-settling (input shaping, model-based ff, ILC)
• Disturbances limit performance (difficult to characterize and to find source)
Explore disturbance-based control
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42Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Multivariable control (MIMO)
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43Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
SISO versus MIMO: controllers
• MIMO exploits freedom to deal with interaction.
• Diagonal entries SISO and MIMO controller same basic shape.
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44Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
SISO versus MIMO: sensitivity• MIMO better for Rx → y, Rx → z, and z → y.
• MIMO worse for y → Rx, z → Rx, and y → z …
• … but still |S|< 0 [dB]
• MIMO control improves performance where it is necessary.
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45Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
SISO versus MIMO : servo errors
• MIMO better for y and z, due to better suppression of Rx disturbance.
• MIMO/SISO equally good for Rx.
• MIMO control improves performance due to effectively accounting for interaction.
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46Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Position-dependent control
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47Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Position-dependent control
• Account for position-dependent dynamics.• Reduce possible conservatism of robust
controller design …• … by modifying controller dynamics according to
plant dynamics.• Increase performance over complete stroke.• Two approaches:
– Conventional gain scheduling– Linear Parameter Varying (LPV) control
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48Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Implementation of gain-scheduled control (SIRE-T5)
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49Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Implementation of LPV control (SIRE T5)
Plant Controller
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50Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
0-Settling control
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51Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Advanced control research: 0-settling• Input shaping
– Lots of solutions generated, no recent results pursued• Learning control
– Recent results addressed by previous speaker– Practical implementation challenges remain
• Model-based feedforward control– MSc project (among other efforts)– A method has been developed for advanced
feedforward controller design minimizing settling time. – Using a (SISO or MIMO) plant model and linear
programming algorithms to compute optimal controller.
– Applied to the WS test-rig
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52Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Disturbance-based control
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53Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Disturbance based control & modeling
• For improved control of mechatronic systems in the presence of disturbances– Control design has so far been directed to
system dynamics and not explicitly directed to disturbance suppression
• For improved mechatronic design (taking into account disturbances in an early stage)
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54Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Advanced control research: dist-basedDisturbance modelling and H2 optimal control: RSSS example
Disturbances:1. metrology frame vibrations,2. actuator noise, 3. sensor noise, 4. setpoint-feedforward mismatch
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55Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
H2 optimal controller
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56Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Time domain simulation
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57Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Servo control research @ CFT– Challenges
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58Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Challenges:
• Fixed-order/structure H∞-controller design– Studied as part of a PhD project at Delft Univ. Tech.– The aim is to design H∞-controllers with a priori
specified • order (number of states), • controller configuration (such as multi-loop SISO controllers), • controller stability requirements (besides closed-loop stability
requirements).
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59Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Challenges:
• Feasible MIMO FRF identification tools for relevant scale of problems– Studied as part of a PhD project at Delft Univ.
Tech.– The aim is to obtain reliable 6x6 MIMO plant
models from FRF data• Grasping common dynamics among DoF’s• Accurate result over 2-3 decades of frequency
range• Especially for off-diagonal elements (interactions)
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60Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Challenges:
• Position-dependent control design– Put more a priori physical knowledge and structure
about nature of plant variations into LPV problem – Avoid conservatism (e.g. due to allowing infinitely fast
variations)• Changing resonance dynamics as a function of position …• … which is a function of time.• Speed of variations depends on actual velocity, which is
bounded!
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61Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Challenges:
• Position-dependent control design:– both LPV modeling and LPV controller synthesis are
still too immature to be beneficial in our scale of problems.
– LMI solvers for our scale of problems needs numerical improvement to produce feasible outcome
– At the Delft Univ. Tech., these issues are currently under investigation and closely monitored by Philips CFT.
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62Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Challenges :
• 0-settling control– ILC: continue solving practical implementation
challenges• Absorb certain types of trajectory changes (slightly
different motion task) without repetition of learning process
• Varying plant dynamics along operational range• Varying mix deterministic / stochastic content
during motion along trajectory
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63Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Challenges:
• Various:– Continue working on translation from abstract
theory to specific classes of applications– Creative / non-conventional data usage
• exploit increasing embedded software opportunities
• Use information about events, external sensors, peripheral information,…
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64Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Challenges:
• Education:– Prepare engineers to travel the bridge between
control theory and industrial practice (both ways!).• Keep the product and real process of interest in mind• Understand the relation: product performance <-> control
metrics• Develop cost/economics awareness (a low H_inf norm will
not convince without a clear monetary benefit at some point…)
• Train project organisation & way-of-working (a kind of control loop)
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65Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Challenges:
• Connecting control topics:– As we experienced, all four topics have
interference and interaction with each other. – Need for more integral view and approach– Ultimate goal:
• MIMO position-dependent disturbance based 0-settling control
• and much more!
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66Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Closing remarks
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67Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Closing remarks
• CFT is a mechatronics center within Philips with high level of servo competence
• The relation with TU Delft has helped to develop this over the last 2 decades
• Servo competence spreads among our customers and applications
• Translation between theory (control problem formulation) and practice (product performance metrics) is essential
• Strong academic groups provide a solid basis to sustain our competitive edge: so good luck DCSC: we will keep in touch!
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68Philips CFT, Gregor van Baars, 2004-06-08, DCSC presentation
Acknowledgements(with respect to this presentation)
• Marc van de Wal• Rob Tousain• Marcel Heertjes
Acknowledgements(with respect to the work presented)
• Too many people (staff, PhD students, MsC students) to mention….
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