In real plant conditions, a rising differential pressure (DP) across cartridge filters is rarely just a routine maintenance signal. More often, it reflects developing hydraulic resistance, contamination upset, or a filtration system operating closer to its limits than originally assumed. Maintenance engineers typically encounter this behaviour during peak production demand,…