AI PREDICTIVE MAINTENANCE
Predict maintenance needs
before issues occur.
Continuously monitor torque and tightening-angle trends to identify early signs of change and support preventive maintenance with consistent, data-based insight.
Explore the Analysis Concept →From stored results to actionable maintenance insight.
Small changes that are easy to miss in a single OK/NOK result become visible when results are collected and compared over time.
Build the Baseline
Organize normal torque and angle trends by vehicle, wheel and bolt position to create a practical baseline for each operation.
Detect Changes
Compare each tightening result with its baseline and monitor subtle angle changes, even when torque remains within specification.
Support Maintenance Decisions
Combine detected changes with vehicle and service history to identify what should be checked first and support evidence-based preventive maintenance.
See changes from the normal range as the work is performed.
Monitor ten tightening operations in sequence, with torque, angle, status and history updated in real time. When torque remains within ±4% of the target, angle variation is highlighted as CAUTION or WARNING.
TORQUE vs. ANGLE
Extend preventive maintenance across the transport network.
Integrate TTMS fastening management with TPMS, vehicle sensing and operating data. Complete maintenance and driver rest along major routes to reduce unexpected failures and transport downtime.
Unified Vehicle Data
Bring fastening, TPMS and sensor data into one cloud platform.
In-route Maintenance
Use service hubs along major routes to move from early detection to planned maintenance without disrupting the journey.
Make Better Use of Driver Rest Time
Combine maintenance with dining, rest, wellness and lodging services through one payment platform.
A shared service platform
for the next generation of transport.
Bring autonomous-vehicle check-in, inspection, on-site guidance and local-delivery connections into one coordinated service model. Maintenance stops become productive links between one journey and the next.
Built Through Collaboration
Logistics, vehicle, technology, energy and facility partners share data and hubs to co-design new mobility services.
Next-generation Business Model
Connect maintenance, operating support, driver services, payments and local transport in one service ecosystem that partners can develop together.
