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Quantification of the reliability of flaw detection (NDT) using probability of detection (POD) based on synthetic data - Validation of the ultrasonic phased array model Håkan Wirdelius Advanced NDT /SCeNDT Chalmers
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Applications of NDE To monitor, improve or control manufacturing processes Structure and Microstructure Characterization Estimation of Mechanical and Physical Properties Dimensional Measurements To inspect for in-service damage Flaw Detection and Evaluation Leak Detection
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Reliability of used NDE method
NDE reliability is the degree that an NDE system is capable of achieving its purpose regarding detection, characterization, sizing and false calls. Performance demonstrations A systems reliability can be quantified by its: capability (POD or Qualification) reproducibility (calibration) repeatability (NDE process control in application) Unknown Defect Situation in Testsample or Real Component Non-Destructive Test Report Black Box True Data Test Result Comparison
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NDE capability by POD Defect size Signal magnitude
Probability of detection (POD) Response Experiments or simulation a â
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Quantitative NDE What is the critical flaw size that will cause failure for a given component subject to service stress and temperature conditions? How long can a pre-cracked structure be safely operated in service? What inspections must be performed to prevent catastrophic failure? Redundant design, i.e. how can a structure be designed to prevent catastrophic failure from pre-existing cracks?
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Definitions by signal response
Nondestructive Testing (NDT). UT, ET, RT UT, ET, RT (technique, method) Nondestructive Evaluation (NDE). UT, ET, RT Hit/Miss (procedure, calibration) Quantitative Nondestructive Evaluation (QNDE). UT, ET, RT Characterization, (capability, reproducibility size, position & repeatability) Integrity and quality assessment by NDE (IqNDE). UT, ET, RT residual life, KIC, (math. models of NDE da/dN, nodularity & meta-modeling)
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Mathematical modelling of UT
simSUNDT The simSUNDT program (freeware) consists of a Windows®-based pre-processor and postprocessor UTDefect used as a mathematical kernel Model of ultrasonic backscattering due to grain growth in a welded region The result can be read by a number of commercial analysis software Reduce number of test pieces and synthetic defects
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Quantification of the reliability of flaw detection
for phased array techniques WP 1 Development of simulation model: WP 2 Experimental verification of the model:
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WP 1 Development of simulation model
Phased array UT E.A. Ginzel1 and D. Stewart2 , PHOTO-ELASTIC VISUALISATION OF PHASED ARRAY ULTRASONIC PULSES IN SOLIDS, Proc WCNDT 2004
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WP 2 Experimental verification of the model
Dimensions of used test specimen 20 40 60 10 80 300 5 Side-Drilled Holes 6 Flat- Bottom Holes all f = 2.4 mm 35 5 Depth 20, 40 and 60 Depth 10, 30 and 50
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Initial experimental validation of the set-up
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Initial experimental results
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Validation of energy divergence (number of elements)
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Validation of energy divergence (number of elements)
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B & C-scan validation (amplitude)
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Quantification of the reliability of flaw detection for non-destructive techniques using probability of detection (POD) based on synthetic data WP 3 Procedure for synthetic data based POD: Develop a technique that uses mathematical models in order to develop a data base that will be used as the basis for a POD curve. The procedure shall be for a specific NDT task based on experiences made in WP1 and 2. WP 4 Experimental validation of the synthetic POD: Experimentally validate the above evolved POD curve. This in order to optimize the inspection procedure and also to make it as a convention tool in the development of POD characteristics.
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Academic SME Industry H T S
PICASSO imProved reliabIlity inspeCtion of Aeronautic structure through Simulation Supported POD H T S Hoch Technologie Systeme World Centre for Materials Joining Technology Industry Academic SME
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