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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