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Conference on Quality in Space & Defense Industries CQSDI ‘08 Probabilistic Technology Panel: What Is Probabilistic

Conference on Quality in Space & Defense Industries CQSDI ‘08 Probabilistic Technology Panel: What Is Probabilistic Technology?. Mohammad Khalessi, Ph.D. CEO/President PredictionProbe, Inc. Input X1, X2, …. Output Y1, Y2, …. PROCESS Y = f (X1, X2,…). Step 2. Step 1. Step 3. Step 4.

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Conference on Quality in Space & Defense Industries CQSDI ‘08 Probabilistic Technology Panel: What Is Probabilistic

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  1. Conference on Quality in Space & Defense IndustriesCQSDI ‘08Probabilistic Technology Panel:What Is Probabilistic Technology? Mohammad Khalessi, Ph.D. CEO/President PredictionProbe, Inc.

  2. Input X1, X2, …. Output Y1, Y2, … PROCESS Y = f (X1, X2,…) Step 2 Step 1 Step 3 Step 4 Y1, Y1, … Utilizes probability lawto construct statistical models for Input Variables l l l Utilizes physics laws, process rules, or empirical modeling techniques to construct process/output models l l l Probabilistic Technology Probabilistic Technology is a set of advanced predictive methods that allow for integration of uncertainties into process models and evaluation of the effects  2007, PredictionProbe, Inc. All rights reserved.

  3. Performance level = C1 Performance level = C2 • 3. Process Sensitivity Measures • Key process variables & uncertainties • Guidelines to develop test plans • Guidelines for inspection & repair planning • Guidelines to develop improvement plans • Guidelines to develop control plans • Guidelines to develop monitoring plans • Many more • 1. Most-Probable-Points • Safety control systems • Certification tests • Reliability demonstration tests • Critical combination of parameters • Most likely failure points • Many more • 2. Probability Information • Reliability, risks, failure prob. • Critical failure modes ID • Performance range • Most-likely performance value • Safety-factor calibration • Many more Probabilistic Technology Optimizes Design, Performance, Number of Tests and More Probabilistic Technology provides 3 metrics to quantitatively evaluate design early in the decision process when no data is available  2007, PredictionProbe, Inc. All rights reserved.

  4. Press COV = 10% Axial Load COV=5% Failure Prob. = 1.4% Press COV = 5% Axial Load COV=20% Failure Prob. = 3.5% Press COV = 5% Axial Load COV=5% Failure Prob. = 0.7% Finite element model of a fuel tank Probabilistic Technology Allows for Safer and Lighter Designs Uncertaintiessignificantly impact the prediction accuracy. Probabilistic Technology can accurately identify the failure location and the magnitude of failure probability.  2007, PredictionProbe, Inc. All rights reserved.

  5. Probabilistic Technology Eliminates or Minimizes Costly Changes  2007, PredictionProbe, Inc. All rights reserved.

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