Resources

Explore articles, case studies, infographics, white papers, and presentations curated for reliability engineers.

Article

NUDD: What Automotive Can Learn from Consumer Electronics

NUDD is a fast front-end uncertainty scan for automotive teams adopting consumer-electronics technology. Learn how to turn New/Unique/Different/Difficult findings into concrete reliability evidence.

2026-08-30

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Article

What Does 1 FIT Really Mean? Automotive Reliability, PMHF, and the Test-Evidence Problem

What 1 FIT really means over a real automotive mission: mission ppm, expected fleet failures, PMHF, ASIL A–D targets, diagnostic coverage, and why ultra-low failure-rate claims require billions of device-hours of test evidence.

2026-07-09

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Knowledge

Stop Guessing Environmental Loads

Build a defensible duty cycle and quantify lifetime exposure using an interactive stress x phase matrix.

2026-02-22

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Knowledge

Reliability by Design: A Technical Guide to Component Derating

A physics-of-failure-based guide to component derating, covering thermal and electrical stress models, design margin, and why derating is critical for modern high-power systems including AI data centers.

2026-01-17

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DfR 2.0 / Advanced Validation

Hybrid Test Planning: Taguchi + Bayesian + Monte Carlo

A practical guide to combining Taguchi DOE with in-situ Bayesian updating and Monte Carlo reasoning to create adaptive, confidence-driven validation plans.

2025-12-24

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Knowledge

Bayesian Reliability Predictor (Software)

How to estimate software reliability early using Bayesian evidence fusion.

2025-10-19

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