ICT Fixture Debugging & Optimization (Keysight 3070)
Test Program Updates

ICT Fixture Debugging & Optimization (Keysight 3070)

ICT Test Failure Reduction

4 weeks
Keysight 3070BT-BasicDebuggingFailure Analysis
35%
False Positives Reduction
60%
False Failures Reduction
4 hrs
Production Downtime Reduction

Overview

Systematically debugged complex in-circuit test failures affecting production yield in our Agilent 3070 series 3. Analyzed fixture design, contact reliability, and test program logic. Led a targeted engineering effort to identify root causes of intermittent ICT failures across multiple PCB assemblies. Performed structured failure analysis covering mechanical fixtures, probe contact reliability, and test program logic. Implemented corrective actions in fixture design, probe selection and alignment, and test sequence optimization to eliminate spurious failures and stabilize production test yields.

Key Responsibilities and Activities - Fixture and Probe Assessment — Inspected mechanical fixtures and PoGo‑pin arrays for wear, alignment drift, and contact resistance; measured contact force and continuity under production conditions. - Test Program Debugging — Reviewed ICT vectors and timing; isolated false‑positive signatures caused by debounce, timing margins, and incorrect net mappings. - Root Cause Verification — Designed controlled experiments and A/B tests on the production line to validate fixes and quantify improvements. - Process Changes — Recommended probe types and spring forces, and updated test program logic and thresholds. By rewriting the test algorithm in BT-Basic, I achieved a stable and reliable test process.

Challenges

  • 1High False Failure Rate (FFR) on multiple tests
  • 2Intermittent contact failures due to worn fixture probes
  • 3Slow test cycle time affecting line throughput
  • 4Legacy code with poor documentation

Solutions

  • Replaced critical fixture probes to ensure reliable contact with the DUT.
  • Optimized power-up sequencing to prevent voltage sag during measurement
  • Optimized measurement sequencing