Refrigerant Undercharge Detection — Thalo Labs Case Study

Refrigerant Undercharge Detection

30% Energy Waste Identified & Corrected via Continuous Monitoring

Mitsubishi MXZ-SM36NAMHZ  ·  Colorado Deployment  ·  February 2026

Undercharge

The Situation

A Fault That Would Have Gone Undetected Indefinitely

Thalo's continuous cellular monitoring detected anomalous power draw on a Mitsubishi MXZ-SM36NAMHZ VRF heat pump at a Colorado residential deployment. The system flagged abnormal energy consumption patterns before any tenant complaint or visible failure occurred.

Field inspection confirmed a 40% refrigerant undercharge. Without telemetry, this fault would have continued undetected — silently wasting energy and stressing the compressor. Field surveys find 78% of installed systems have charge issues.

The Findings

Key Results After Correction

This fault would have gone undetected indefinitely without telemetry. Field surveys find 78% of installed systems have charge issues.

Methodology

Temperature-Normalized Energy Analysis

Daily kWh was normalized by heating degree-days (base 65°F). Before/after compared via OLS regression with R² goodness-of-fit. Recovery transient (Jan 30–31) excluded. Emissions use EPA eGRID RMPA factor: 1,159 lbs CO₂/MWh.

Colorado's RMPA grid (1,159 lbs CO₂/MWh) is 43% more carbon-intensive than the national average — making every kWh saved here carry outsized climate impact.

Fleet-Scale Impact

What This Means Across 24,000 Units

Assuming 25% of units have charge faults at half this severity: ~7.2M kWh/yr wasted, ~$1.1M/yr excess electricity, and ~3,790 MT CO₂/yr of avoidable emissions — all detectable and correctable through continuous monitoring.

Temperature-Normalized Energy: Before vs. After Service

Each point = one day's energy use vs. heating degree-days (base 65°F). Red = undercharged; Green = corrected.

Mitsubishi MXZ-SM36NAMHZ · Colorado Deployment

Measured Impact

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