Targeted Haul Road Network Interventions with Terrain Condition Heat Maps and Path analysis

Glencore, in collaboration with Cascadia Scientific, conducted a study to improve the haul roads at the Antapaccay mining operation. The study utilized Cascadia's SmartRView platform for data collection, complemented by precise instrumentation installed on both Komatsu and Caterpillar haul trucks Antapaccay worked closely with Cascadia's Data Scientists,employing various statistical methods to analyze the data and identify potential enhancements to the haul road design. The study utilized Cascadia Scientific's heat mapping tool to identify road segments with high fuel intensity . As a result, four main road segments were identified for improvement.