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Water reuse technologies such as Orbital Systems’ recirculating shower offer significant environmental benefits by reducing hot water consumption. However, these systems rely on depth filters whose performance degrades over time due to clogging. Current maintenance strategies use fixed time intervals or pressure-based thresholds, which do not account for individual usage patterns or actual filter
