Research
Singapore PGTwin Project
MQTT + GIS digital twin for voltage shutdowns, overload heat maps, and failure prediction.
Problem
What I noticed
Power systems need clearer visual tools to understand voltage shutdowns, overloaded areas, and possible failure zones.Solution
What I built / explored
Used an MQTT-based data flow with GIS plotting to map voltage behaviour and generate heat-map style visualisations of stressed regions.Impact
Why it matters
Helps operators and researchers identify overloaded grid areas faster and reason about possible system failures visually.Stack / Keywords
PythonMQTTGISHeat MappingDigital Twins