Industry · IoT engineer · architect
IoT energy monitoring for manufacturing SME
Industrial SME · 4 locations
Problem
Energy consumption per machine unknown; reports only at invoice level, too late for steering.
Approach
Edge gateways on existing PLCs, time-series in cloud, dashboarding for operators and leadership.
Result
12% consumption reduction in 4 months. ROI within 7 months. Operators now manage peaks themselves.
Stack
PythonFastAPITimescaleDBGrafanaRailway
Project Impact Score
Human Impact
Business Impact
Tech Depth
Something similar on your plate?
Send a brief description of the problem. First response within 1 business day.