Data Centers

The Power Problems Behind Preventable Outages

Unplanned data center outages cost nearly $9,000 a minute (Ponemon Institute), and 80% of operators say their most recent outage was preventable (Uptime Institute). AI computing is driving data center demand toward a projected 3–4% of US electricity by 2030. GPU clusters swing their load in step with training jobs, and the UPS systems, transfer switches, and power supplies behind them carry stresses they were not designed for.

Power is the most common cause of serious data center outages, behind 54% of operators’ most recent impactful outages (Uptime Institute). Most facility power monitoring reports RMS values every few seconds, or captures a waveform only when a threshold trips. The sub-cycle events that destabilize a UPS or a transfer go unrecorded, and root-cause reviews end in inference.

Continuous Waveform Evidence Across the Power Chain

EQ Wave™ is a Waveform Measurement Unit (WMU) that records Continuous Point-on-Wave (CPOW) data at 32 ksps on every voltage and current channel, gap-free. EQ Coherence™ keeps weeks of that full-resolution record on site, and EQ Syntropy™ reasons across it to find precursors and root causes. For a data center, that means you can:

• Catch UPS instability before it causes a shutdown, from subharmonic oscillations to interharmonics and supraharmonics up to 8 kHz
• See what a generator, UPS, or transfer switch actually did during a transfer, cycle by cycle
• Measure the electrical footprint of GPU and accelerator workloads, from inrush to sustained draw
• Trace a power quality disturbance to the feeder or rack where it began
• Run predictive maintenance on weeks of full-resolution history
• Track power quality alongside PUE for sustainability and capacity reporting

Built for Isolated Networks

Monitoring systems are a common IT security concern. Energy Quotient can run fully on premises, including on isolated and air-gapped networks, with no cloud dependency, and your data stays inside your trust boundary. The deployment guide covers each option.

Rack power is moving to higher AC and DC voltages to feed denser AI racks, and the monitoring has to follow it safely. EQ Wave measures both AC and DC up to 600 V, behind a galvanic barrier, and connects to its gateway over optical fiber, so no metallic path links the monitoring network to the measured conductors.

When you are ready, start with a pilot at your site.