AI & Machine LearningMining

Autonomous Haulage Fleet Dispatch Optimisation

Target SectorMining Operations
Status Production Deployed

Executive Summary

We developed an autonomous vehicle routing and dispatch optimization system for heavy mining operations in the Western Australian Pilbara region, improving cycle times and lowering diesel consumption.

Industry Challenge & Imperatives

Congestion and vehicle queueing at excavator loading zones increased fuel consumption and reduced daily haulage cycle efficiency.

Prior to partner alignment, operational friction points hampered efficiency and growth. Traditional approaches faced severe scaling hurdles, generating business-critical exposure to lost opportunities, resource inefficiencies, and security risks within the industry vertical.

Strategic Solution & Operational Breakthrough

Developed a custom routing optimization engine incorporating real-time digital elevation maps and road condition profiles.

Key Operational Deliverables & Safeguards

  • Engineered distributed routing optimization algorithms.
  • Integrated real-time digital elevation mapping feeds.
  • Built congestion-detection modules at excavator loading zones.
  • Synchronised truck arrival cues with excavator operational statuses.

Industry Strategic Value & Long-Term Posture

Haulage Efficiency

Cut active cycle waiting delays to optimize daily iron ore extraction volumes.

Reduced Emissions

Minimised unnecessary vehicle idling to reduce fuel burn and carbon emissions.

Wear Minimisation

Protected heavy truck drivetrains from excessive stop-start strain.

Measurable System Impact

8% reduction
Haulage Cycle Time
12% reduction
Equipment Wear Rate
5% reduction
Fuel Consumption

Tactical Drivers & Solutions

Rostering & Routing SolverDigital Elevation ModelingRoad Condition AnalyzersOn-site Mesh Telemetry Loops

Autonomous haulage requires exact dispatch coordination. VeloCore's routing modules reduced excavator queuing times substantially, improving our weekly production consistency.

Mining Automation Lead

Pilbara Solutions Division

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