Energy Academy
On-Site Data Collection5 / 12

Measurement & Data Logging

What to measure, instruments, accuracy, and frequency.

9 min read · Jacob Willis, Net Zero Lead · Last reviewed July 2026


The walk-through produces suspicions; measurement turns them into numbers that survive scrutiny. This is the stage that separates a detailed audit from an expensive site tour, and it is where audit craft actually lives: choosing what to measure, for how long, with which instrument, so that every recommendation in the final report can point at data rather than judgement. The good news is that the toolkit is modest and the principles are few.

In this lesson

  • 01Start with the data the site already has
  • 02The audit toolkit
  • 03How long to log
  • 04Data quality, briefly but non-negotiably
  • 05Sources and further reading