Adaptive Automation
2 articles on Adaptive Automation.

Adaptive Automation Engine: Node-RED Conflict Resolution and Occupancy Learning for Smart Home
Design a Node-RED automation engine that learns occupancy patterns, detects conflicts between overlapping automation scenes, and resolves them automatically with full audit logging.
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SmartInterior Adaptive Homes: Behavioral Learning and Multi-Resident Personalisation That Evolves With You
Modern SmartInterior does not require manual programming for everything — a Behavioral Learning Engine learns the real habits of every household member and automatically personalises Automation for each individual without compromising privacy.
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