01 The Problem
Taiwan's National Applied Research Laboratories needed to measure flow rate AND temperature in a single water or steam pipe — a measurement no off-the-shelf product made well. Combining two separate sensors requires two penetrations into the pipe, two cables, two calibrations, and two opportunities for one of them to drift out of sync with the other.
The Risk
Water/steam pipes need simultaneous flow + temperature + thermal energy (BTU/MJ) measurement for ESG-grade energy reporting.
Detection Gap
Conventional approach uses separate meters with mismatched calibration, causing drift.