Precision Energy Management: Lighting Control: Detect occupancy in zones (front/back) for zoned lighting. During self-study, only illuminate occupied areas. HVAC Optimization: Dynamically adjust AC and ventilation based on real-time occupancy count and presence, providing demand-based comfort. AV Management: Detect teacher presence at the podium to auto-wake/projector and power down after class. Safety & Security: Utilization Analytics: Collect long-term occupancy data for optimizing scheduling and room allocation. Anomaly Detection: Monitor labs/storage rooms for prolonged inactivity or unauthorized after-hours entry, triggering alerts. (Optional) Engagement Insights: Analyze aggregate micro-motion data to identify patterns in classroom engagement levels (requires complementary data and strict privacy compliance).
Economic: Significantly reduce energy waste from empty rooms (20%-40% savings potential). Operational: Automate facility management, reducing staff workload. Safety: Add a layer of automated, privacy-safe monitoring.
