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AIoT & Smart City

Guides & Resources

Explore connected lighting, AIoT, communications, data integration and roadway asset management. Practical articles help cities and utilities plan interoperable systems, commission field devices and manage infrastructure operations.

Illustration of a streetlight and digital asset-management dashboards.
AIoT & Smart City
Mu Yeh

Streetlight Digital Twin: A Practical Guide for Cities

A streetlight digital twin is a structured digital representation of roadway assets and their relationships, maintained from authoritative records and, where appropriate, selected current or historical operating data. It can support better visibility and planning, but its value depends on the quality of the data, the purpose of the model, and the controls around how people use it.

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