Quick, rough note.

I’m collecting small patterns I keep seeing in factories: motors announcing load changes, pumps revealing cavitation, and ovens whispering about control issues — all through energy traces.

This note is a reminder to document:

• simple heuristics that work surprisingly well,
• failure modes when the data lies,
• and how these patterns can seed better ML features.