Energy optimisation — Glass

The challenge

Conditions on site — heat, dust, vibration and patchy connectivity — had defeated two earlier attempts at this in glass.

What we built

We ran a two-week discovery sprint, then built and fielded the system end to end on Ray RLlib, Python and BACnet, with operator training and an SLA.

Delivery timeline

1. Phase 1

   Discovery sprint and site survey

2. Phase 2

   Prototype built and tested in the Motera lab

3. Phase 3

   Pilot on site with before/after measurement

4. Phase 4

   Scale-out, training and handover

Highlights

• Remote monitoring and over-the-air updates included
• Runs on-premises; no data leaves the site unless agreed
• Safety case reviewed with the client's EHS team
• Operator training delivered in Gujarati, Hindi and English