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Reliability/Survival analysis

bulletNonparametric (Kaplan-Meier) estimation
bulletParametric distribution analysis
bulletProportional hazard modeling
bulletAccelerated Life Test data analysis
bulletSurvival regression analysis  

Repairable system & recurrence data analysis

bulletRenewal Process, NHPP, Generalized Renewal Process
bulletRepair Effectiveness Estimation
bulletMTBF modeling

System reliability modeling

bulletReliability Block Diagrams, Fault & Event Trees
bulletImportance Measures (Birnbaum, Fussell-Vesley) 
bulletVariability/Uncertainty propagation (Monte Carlo & Bootstrap)

Empirical model building

bulletDesign of experiments (classical & Taguchi)
bulletMultiple regression analysis (classical and Bayesian)
bulletGLM, ANOVA

Probabilistic risk assessment

bulletProduct recall decision making
bulletStress-Strength Interference
bulletCredit risk analysis (BLR, PH)
bulletMarket Risk of a Trading Portfolio (VaR for linear & nonlinear mapping functions)

Product field/warranty data analysis

bulletIdentification of emerging reliability concerns
bulletWarranty cost forecasting
bulletOptimal maintenance schedules
bulletOptimal spare stock allocation

Statistical process control

bulletProcess capability analysis
bulletControl charts
bulletAcceptance plans

Electrical Engineering

bulletControl/protection systems for high voltage equipment
bulletReed, solid-state and quasi-electronic relays for circuit decoupling
bulletOptimization of dynamic  modes of the series solid state switching devices
 

 

KEYWORD COMPETENCIES: reliability, reliability engineering, risk analysis, statistics, statistical, survival, censoring, non-parametric, nonparametric, estimation, Kaplan-Meier, distribution analysis, hazard function, cumulative hazard, probability, probability plot, probability paper, maximum likelihood, MLE, Weibull, lognormal, log-normal, exponential, Gumbel, Rayleigh, Gaussian, inverse Gaussian, binomial, Poisson, goodness-of-fit, log-logistic, proportional hazard, PH, Accelerated Life Testing, ALT, Arrhenius, Eyring, Palmgren, competing risk, competing risks, survival regression, residual, warranty data, emerging concerns, warranty cost, forecasting, preventive maintenance, optimal maintenance, optimal stock, probabilistic risk assessment, PRA, litigation support, expert witness, recall, recalls, stress-strength interference, credit risk, logit, binary logistic regression, BLR, repairable system, recurrent events, renewal process, RP, good-as-new, HPP, minimal repair, NHPP, generalized renewal process, GRP, repair effectiveness, MTTF, MTBF, AMSAA, Duane, system reliability, availability, reliability allocation, reliability prediction, reliability block diagrams, RBD, fault tree analysis, FTA, event tree analysis, ETA, variability, uncertainty propagation, Monte Carlo, Bootstrap, empirical model building, design of experiments, orthogonal, DOE, Taguchi, multiple regression, GLM, variance, ANOVA, MANOVA, covariance, correlation, hypothesis testing, t-test, f-test, statistical process control, SPC, process capability, cp, cpk, pcr, pcrk, control charts, acceptance plans, sampling, random, Bayesian, Baeys, sigma, six sigma, 6 sigma, DMAIC, DCOV, DFSS.

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