Case Study: AI Forklift Collision Prevention in HVAC Manufacturing

Client Profile

A top-tier Chinese HVAC and refrigeration equipment manufacturer operating an 80+
forklift fleet across expansive facilities. Designated 2023 as "Forklift Safety Year," leadership
prioritized zero-incident operations through technological transformation.

Safety Challenges

1、Multi-Building Complex

High-frequency forklift transit between 4 large workshops strained safety oversight.

2、Constrained Operating Zones

Narrow aisles and persistent blind spots in production areas elevated collision risks.

3、Intensive Human-Vehicle Interaction

Dense pedestrian traffic near automated workflows created critical blind-zone hazards.

Solution: WTSAFE SF-421 AI Collision Prevention

Deployed AI vision with facial recognition algorithms for real-time personnel detection.

Activated proximity alerts within 1.2m danger radius.

Auto-speed restriction when operators ignored warnings.

Maintained operational efficiency in complex warehouse environments.

Operational Outcomes

Facility Manager's Testimonial:

"WTSAFE's industrial safety expertise delivered beyond expectations.
Their AI Forklift Collision Avoidance system outperformed our legacy millimeter-wave radar with 92% detection
accuracy and 60% lower false alarms. This intelligent precision safeguards our operations."

Industry Impact

This implementation sets a new safety benchmark for HVAC manufacturing, demonstrating
how AI-driven collision prevention enables:

Proactive risk mitigation in high-density facilities.

Uninterrupted productivity during safety interventions.

Scalable protection for large industrial fleets.