HVAC Comfort Real-Time Monitoring.

Some mall zones being excessively cold, others suffocatingly hot — the 2nd most common customer complaint.

REF: PUB-13
Mall & Public Areas

Operational
Mechanism.

Technical details of field integration, data flow, and autonomous decision algorithms.

Edge Hardware

Temperature/Humidity Sensor
CO2 Sensor
PM2.5 Particle Sensor
Airflow Speed Sensor
Thermal Camera

Artificial Intelligence

Navigation (SLAM)

Adaptive routing based on crowd density in mall open areas and store corridors

Perception & Analysis

Thermal Comfort Index (PMV/PPD) Calculation and Zonal Air Quality Mapping

Autonomous Workflow

Robot circulates different mall zones measuring temperature, humidity, CO2 and PM2.5 values at each point.

Thermal camera creates cold/hot zone map; CO2 accumulation detected in crowded areas.

When PMV/PPD comfort index is out of threshold, automatic HVAC adjustment recommendation sent to BMS.

Zonal comfort maps and trend reports presented to mall management; settings adjusted before complaint-heavy hours.

Operational ROI.
Strategic Decision.

EXPECTED BALANCE IMPACT

Annual $55,000 energy savings and customer comfort improvement. ROI: 2.8x | Payback: 1.6 Years.

Reduces HVAC energy consumption by 18%; decreases temperature complaints by 72%.

Review Architecture
Plans with
Professional Presentation.

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