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