AI-Powered Hardware & Risk Monitoring for Construction Sites
Heat Stroke Prevention Solution
Construction workers face serious heat stroke risk on outdoor sites, particularly in hot and humid climates. BeeInventor's heat stroke prevention solution integrates purpose-built hardware — WBGT environmental sensors, DasSenseH wearable vital-sign monitors, and the DasLoop smart helmet — with an AI risk-prediction algorithm to deliver personalised, real-time warnings before heat stroke occurs.
Wet Bulb Globe Temperature (WBGT) Sensor
WBGT
Measures ambient temperature & humidity
Smart Helmet
DasLoop
Collects body temperature, heart rate
acceleration, GPS/indoor positioning
acceleration, GPS/indoor positioning
Clip-on Vital Sign Sensor
DasSenseH
Collects body temperature
acceleration, indoor positioning
acceleration, indoor positioning
Wristband Vital Sign Sensor
DasSenseH
Collects body temperature
acceleration, indoor positioning
acceleration, indoor positioning
DasIoT
Worker information retrieved from cloud platform for analysis
Age
Gender
Chronic Disease
Smoking Habits
Drinking Habits
LTE-M
DasLoop / DasSenseH
LoRa
DasLoop
4G
DasLoop / DasSenseH
WiFi
DasLoop
Digital Twin enabled Heat Stress Management Platform
DasIoT
Cloud platform displays heat stroke index prediction
AI Algorithm
Algorithm calculates heat stroke index
Co-developed with PolyU
As Featured In
Voice Alert to On-site Workers
Alerts sent from cloud platform
via helmet speaker
via helmet speaker
Push Notification to Supervisors
Push notifications sent to mobile
What hardware does the heat stroke prevention system include?
The heat stroke prevention system combines three types of hardware: a Wet Bulb Globe Temperature (WBGT) environmental sensor installed on-site, the DasSenseH wearable vital-sign sensor worn by each worker (available as a clip-on or wristband), and the DasLoop smart safety helmet with a built-in speaker for voice alerts. These hardware components feed real-time data into the DasIoT cloud platform for AI analysis.
How does the heat stroke prevention solution work?
The heat stroke prevention solution works in three stages. First, the on-site WBGT sensor and DasSenseH wearables continuously collect environmental and physiological data. Second, an AI algorithm co-developed with Hong Kong Polytechnic University calculates each worker's personal heat stroke risk index. Third, when risk thresholds are crossed, the system triggers a voice alert through the worker's helmet speaker and sends a push notification to supervisors' phones — all in real time.
What is WBGT and why does it matter for heat stroke prevention?
Wet Bulb Globe Temperature (WBGT) is the international standard for measuring heat stress. Unlike air temperature alone, WBGT accounts for humidity, radiant heat, and wind speed — all factors that determine how quickly a worker's body overheats. The heat stroke prevention hardware uses a calibrated WBGT sensor placed directly on-site, so risk calculations reflect actual working conditions rather than distant weather-station data.
Can the heat stroke solution be deployed on any construction site?
Yes. All heat stroke prevention hardware is wireless and battery-powered, requiring no fixed cabling or dedicated internet infrastructure on site. The sensors communicate over a private mesh network and sync data to the DasIoT cloud platform when connectivity is available, making the heat stroke solution practical for large outdoor sites, underground works, and remote locations.
How does AI improve heat stroke risk prediction for individual workers?
The AI algorithm combines environmental data (WBGT) with each worker's physiological readings (body temperature, heart rate, movement) and personal health profile (age, chronic conditions, smoking and drinking habits) stored in DasIoT. This produces a personalised heat stroke risk score rather than a generic site-wide advisory, enabling targeted alerts only for workers who are actually at risk.