The advantages of automated production lines in the environmental protection industry have evolved from simply “reducing costs and increasing efficiency” to a comprehensive competitiveness of “safety and compliance, high-value resources, and data assetization”. For enterprises that hope to transition from “pollution control” to “circular economy value creation”, automation is a key infrastructure for achieving leapfrog development.