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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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Illustration of connected streetlights, infrastructure and a cloud system.
AIoT & Smart City
Johnny

Streetlight CMS Architecture Explained: Nodes, Networks, Gateways and Central Management Systems

A streetlight CMS architecture connects field controllers or nodes to a communications path and a central management system (CMS), where authorized users can view assets, receive status information, and send control actions. A gateway may sit between nodes and the CMS in some designs, but it is not universal: the topology depends on the selected system and communications method.

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