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Precision Engineering Workforce Skills Qualifications (PE WSQ)
Graduate Diploma in
Precision Measurements &
Characterisation (PMC)
(12/2016)
Course Modules
1. Geometry Dimensioning & Tolerancing
2. Engineering Optics & Optical Measurements
3. Precision Measurements (Optical)
4. Image Processing and Industrial Vision Inspection
5. Materials Characterisation for PE Industry
Graduate Diploma: Completion of 5 modules, duration 1 year.
Certificate: Completion of each module (~ 42 hours)
6. Color Measurements (New Module)
Applications ( Mechanical design, machining and QC)
Geometric Dimensioning & Tolerancing
14 GD&T control callouts
Practical measure GD&T errors
For design, machining & QC
Module 1
Precision & quality is not by inspection
Applications ( optics & lighting design and applications)
Engineering Optics
Optical design & Simulation
Illumination Technology
Optical Detection
Fibre Optic Sensing
Module 2
Engineering Optics
Optics design & simulation
Lighting technologies
LED technology
Optical sensors & detectors
Simulation using ZEMAX
Module 2
Making optic sense !
Applications (precision optical measurements)
Measurements Stds
Error & uncertainty analysis
Precision measurement technologies
Laser interferometer technology
Calibration of precision machines
Module 3
Quality validation not inspection !
Applications (Image processing & Vision Inspection)
Image Measurements
2D&3D Vision Inspection
X-ray 2D, 3D & CT
IR measurement technologies
Video image & object tracking
Module 4
IMAGE matters !
Applications (Industrial metallography & characterisations)
Materials & Coating Characterisations
Metallography analysis: SEM,
EDS, XRF…
Plastic & composite materials:
thermal, mech. FTIR, Raman
Thin film characterization:
mech., X-ray, spectrum
Module 5
Subject Matter knowledge
Curriculum
Design &
specify
precision
budget for QC
and
dimensional
metrology
Geometry Dimensioning &
Tolerancing
• Measurement
uncertainty
2D/3D
measurements
Laser
Interferometer
& precision
machine
metrology
Precision Measurements
(Optical)
Metallography &
failure analysis
Plastic and
Composite
material
characterization
Thin film
coating
characterisation
Materials Characterisation for PE Industry
Optical
design &
simulation
Lighting
Technologies
Optical
detection
Fibre optics &
sensing
Engineering Optics
2D/3D vision
inspection
X-ray CT
Thermography
inspection
Video image
inspection &
object tracking
Image Processing &
Industrial Vision Inspection
Modules
Competency
Color Measurement
• Colour theory,
principle and
measurements
• Color
measurements
for industrial
applications
Eligibility (at a fraction of the cost to you)
1. Course fees per module is $3,000 (before course fee funding & GST)
2. One module: Certificate
3. Five modules: Full Graduate Diploma
4. Singaporeans & Permanent Residents (SPRs) are entitled up to
- Companies < 200 staff enjoys 90% course fee funding
- Companies > 200 staff enjoys 70% course fee funding
- Fees are tax deductible & eligible for absentee payroll ($7.5/h)
5. Corporate class can be held at your company and at flexible time.
Benefits to Company
Competent manpower on PE measurements and characterisation Adult Learning: 50% Teaching (classroom training) and 50% Hands-on
Experiments
Hands-on skill directly applicable to PE manufacturing
Uncertainty analysis for quality control and process optimisation
Innovation product design and development
Opportunities to immerse in R&D environment and State of the Art technology
50 local companies (MNCs and SMEs) have sent their staff for the course of
Precision Measurements and Characterisation; received very good feedback.
356 WSQ certificates have been issued to the participants of the
individual modules.
43 participants had completed all 5 modules and were rewarded with
the WSQ Graduate Diploma (till the class of 2012-2013).
Benefits to Company
Strong government (SSG) financial subsidies for all Singaporeans
and Permanent Residents (SPRs).
Companies with staff strength of less than 200 and sponsoring
the employees, they can enjoy up to 90% course fee funding of
the course fee;
Companies with staff strength of more than 200 and sponsoring
the employees, they continue to enjoy up to 70% course fee
funding of the course fee;
Companies can claim for absentee payroll, up to $7.50/hr: enhanced
SME funding: https://www.skillsconnect.gov.sg
The course fees are tax deductible.
Q&A 1. Intake: Every quarterly
2. Duration:
Full graduate diploma course (consisting of 5 modules): ~ 1 year
Each module: ~ 42 hours, 2 evenings per week, extra sessions provided for hands-on
& project;
Conducting of modules at company’s premises and preferred date/time are possible if
the company has 10 or more participants.
3. Subsidies:
Course fee: S$15,000 for 5 modules; S$3,000 for each module.
Up to 95% course fee funding, subject to eligibility criteria
Absentee Payroll is applicable and the course fees are tax deductible
5. Diploma and Certificate:
Diploma: Complete 5 modules (4 core units and 1 elective unit) and pass assessment
Certificate: Complete module and pass assessment
6. Eligible candidature:
Degree holder or polytechnic graduate with 3 years of relevant working experiences
M1 – Geometric Dimensioning & Tolerancing (42 hours)
Session Title of Topics
Topic 1 GD&T Fundamental Concepts And Form Control
S1-S4 GD&T Symbols, Terms And Rules
Datum And Datum System
Form Control
Hands-on 1: Understand The Concepts Of Size And Form Control
Hands-on 2: Inspect The Circularity Of A Part
Hands-on 3:understand The Concept Of Straightness Control On A FOS And Inspection Method
Topic 2 GD&T Position Tolerance Control And Graphic Analysis
S5-S10 GD&T Advantages Over Coordinate Dimensioning
Position Tolerance Control
Graphic Analysis (Paper Gage)
Strategy For Tolerancing Parts
Hands-on 1 :Perform Inspection Of TOP Of Holes And Hole Patterns
Hands-on 2 Inspect Perpendicularity Of A Hole And A Slot
Hands-on 3: Inspect Profile And Symmetry Errors
Topic 3 Orientation, Run-out And Profile Control
S11-S14 Orientation, Run-out And Profile Control
Hands-on 1: Understand The Concepts Of Perpendicularity And Parallelism
Hands-on 2: Inspect Internal/External Runout Control
Hands-on 3: Inspect The Total Runout Errors
M2 – Engineering Optics & Optical Measurements (42 hours)
Session Title of Topics
Topic 1 Optical Design and Simulation
S1-S4 Geometrical Optics, Image Formation And Aberrations
Case Study 1: Measurement Of Focal Length Of Optical Lens
Optical Design And Simulation By ZEMAX
Case Study 2: Design And Optimization Of A Low Cost Eye-piece
Topic 2 Lighting Technologies
S5-S7 Machine Vision Lighting Techniques And Feature Enhancement
Lighting Simulation For Vision Inspection
Design Of LED Illumination
Case Study 3: Enhance The Defects In Vision System By Lighting Techniques
Case Study 4: Lighting Design With Simulation
Topic 3 Optical Detection
S8-S10 Detectors And Detection Electronics
Optical Detection Methods
Case Study 5: Fiber Optical Displacement Sensor
Case Study 6: Photodiode/CCD/CMOS Camera, Signal Detection And Amplification
Topic 4 Fibre Optics Sensing Technologies
S11-S14 Fibre Optics And Fibre Sensors (Fiber Interferometer, Sensor Array, OCT, Gratings)
Industrial Applications (Stress, Strain, Temperature, Chemical, Imaging)
Case Study 7: Fiber Interferometer And Profilometer
Case Study 8: Fiber Sensor Network
M3 – Precision Measurements (Optical)(45 hours)
Session Title of Topics
Topic 1 Measurement Error Analysis, Uncertainty And Traceability
S1-S3 Measurement Uncertainty And Error Reduction Techniques
Metrology Standards And Measurement Traceability
Case Study 1&2: Measurement Uncertainty And Error Reduction Techniques
Topic 2 Dimension And Tolerance Measurements
S4-S5 Coordinate Measurement Machine (CMM)
Case Study 3: Precision Measurements Using CMM
Topic 3 Surface Profile And Roughness Measurements
S6-S12 Patten/Moiré Projection & Interferometer For 3D Surface Profile Measurements
Case Study 4: Interferometer & Moiré 3D Surface Profile Measurements
Surface Roughness Measurements Using Stylus And Focus Variation Techniques
Case Study 5: Stylus And Focusing Variation Surface Roughness Measurements
Confocal 3D Measurement Techniques (Mechanical/Chromatic/Laser Confocal)
Case Study 6: Confocal 3D Surface Measurement
Nanometre Measurement Techniques (AFM, SNOM)
Case Study 7: Nano Scale Surface And Radiation Measurements
Topic 4
S13-S14
Precision Machine Metrology
Laser Displacement Measurement Interferometer (LDMI) And Its Applications
Precision Machine Metrology Technology
Case Study 8: Calibration Of A Precision Machine Using LDMI
M4 – Image Processing and Industrial Vision Inspection (42 hours)
Session Title of Topics
Topic 1 2D/3D Vision Inspection
S1-S8 Introduction Of Digital Imaging And Imaging Hardware
2D Image Processing: Threshold Filter, Enhancement And Freq Domain Processing
Color Image Processing & Camera Calibration Advance Image Processing: Segmentation, Registration, Data Fusion
3D Image Processing: Phase Shifting, Stereo Vision, Structured Patterns
Hands-on 1: Inspector Based Digital Image Processing
Hands-on 2: Color Image Processing Using SIMTech Color Library
Hands-on 3: SIMTech Localized Calibration
Hands-on 4: 3D Reconstruction Using Stereo Vision
Topic 2 X-ray CT
S9-S11 2D & 3D X-ray Image Processing
CT Reconstruction
Automatic Segmentation Of CT Objects Hands-on 1: 2D X-ray Imaging And Image Processing
Hands-on 2: CT Reconstruction And CT Image Processing
Hands-on 3: CT Planar Object Reconstruction And Layer Separation
Topic 3 Thermography Image
S12-S13 IR Imaging And Image Processing For Subsurface Defect Detection
Near IR Imaging For Solar Cell Crack Inspection
Hands-on 1: IR Wavefront Sensing For Honey Cone Structure Internal Defect Inspection
Topic 4 Video Image Inspection And Object Tracking
S14-S15 Sequence Image Processing And Its Applications In Surveillance For Intruder Detection
Stem Cell Image Sequence Analysis Hands-on 1: Color Inspection For Intruder Detection
Hands-on 2: Stem Cell Image Stitching And Cell Segmentation
Session Title of Topics
Topic 1
S1-4
Metallography And Failure Analysis
Metallography And Optical Microscopy Analysis
Scanning Electron Microscopy (SEM)
X-ray Compositional Microanalysis:
Energy Dispersive X-ray Spectroscopy (EDS), Wavelength Dispersive X-ray Spectroscopy (WDS) And X-ray Fluorescence
Spectroscopy (XRF)
Case Study 1: Metallographic Sample Preparation And Optical Microscopy Analysis
Case Study 2: SEM/EDS Morphology & Composition Analysis
Topic 2
S5-S9 Plastic And Composite Material Characterisation
Thermal Analysis
Mechanical Testing And Rheological Analysis
Chemical Analysis By Fourier Transform Infrared (FTIR) And Raman Spectroscopy
Case Study 3: Test And Analysis For Tensile Strength Of Plastic Components
Case Study 4: Thermal Analysis To Identify Unknown Polymers
Case Study 5: Surface Contaminant Analysis Using Micro-ftir And Raman Spectroscopy
Topic 3
S10-S14
Thin-film Coating Characterisation
Microhardness, Nano-indentation And Adhesion Strength Test
Optical Properties And Thin Film Thickness Measurement
X-ray Analysis For Thin Film Structure And Residual Stress
Case Study 6: Micro Hardness And Nano-indentation On Thin Film Coatings
Case Study 7: Optical Property Measurement Using UV-VIS-NIR Spectrophotometer
Material Characterisation Techniques And Applications In PE Industry
M5 – Materials Characterisation for PE Industry (45 hours)
M6 – Color Measurements (New Module)
Session Title of Topics
Topic 1 Fundamental Of Colorimetry
Color Space: Reproducible Representations Of Color.
Color Model And Mapping Function With A Reference Color Space.
Additive Color Mixing And Subtractive Color Mixing.
Color Temperature
Case Study: Identify Objects By Color Analysis With Various Color Space
Topic 2 Measurement Of Color
Spectrophotometer: Measure The Spectral Reflectance/Transmittance/Relative Irradiance Of A Color Sample
Spectroradiometer: Measure Absolute Spectral Radiance/Irradiance Of A Light Surce.
Colorimeter/Spectrocolorimeter: Measure And Calculate Tristimulus Values Of Sample
Color Temperature Meter
Case Study: Color Analysis Of Cosmetic Contact Lens / Measurement Of LED Color
Topic 3 Multi Channel Color Measurement By Digital Imaging
Tristimulus Colorimeter Using Digital Imaging
Colorimetric Camera For Reducing Observer Metamerism Color Errors
Illuminant Design For Tristimulus Colorimeter
Case Study: High Speed Inspection For Color Printing On Plastic Parts
Topic 4 Dimensional Measurement By Color Sensing And Analysis
Chromatical Confocal Sensing For Distance Measurement
3D Profile Measurement By Imaging Based Chromatical Confocal
Case Study: 3D Profilometer For In-situ Inspection Of Microfluidic Devices
General Information
Course Registration & Schedules
Please visit our website at KTO.SIMTech.a-star.edu.sg
Contact Us
For technical enquiry, please contact:
Dr. Fang Zhong Ping, Senior Scientist
Email: [email protected]
DID: 6793 8269
For general enquiry, please send your enquiries to:
Email: [email protected]