Technical Brief: Toward a Time-Domain Metric for Electrical Stress in AI-Dense Data Centers

Traditional power quality metrics were never designed to capture the millisecond-scale current swings of modern GPU workloads. The result: unseen transient stress that silently degrades conductors, connectors, and UPS filters.

This technical brief introduces Transient Stress Density (TSD) and Voltage Response Factor (VRF)—new time-domain metrics that quantify sub-cycle energy stress and voltage stiffness. Built for ≥8 kHz metering, they extend IEEE 519 and IEC 61000-4-30 standards into the transient domain.

What You’ll Learn

📌 Where THD/TDD fall short: Why existing PQ metrics miss AI-driven sub-cycle transients.

📌 New stress quantification methods: How TSD and VRF measure real-time electrical strain.

📌 Implementation guidance: How to apply time-domain analysis in high-frequency metering systems.

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