Operating heavy equipment in demanding open pit environments puts significant strain on tires. These rugged terrains, characterized by extreme temperatures, abrasive materials, and frequent heavy loads, can rapidly degrade tire performance and reduce their lifespan. To mitigate these challenges and extend tire lifespan, implementing a comprehensiv