| Membrane model, train staging, element identity and approved baseline | Data and instruments support valid normalization | Verify all calculation inputs and stable operating state | Controlled normalization method and baseline dataset |
| Feed, concentrate and permeate flow, pressure, temperature and conductivity | Diagnosis separates operating change, fouling, leakage and damage | Trend normalized flow, pressure drop and salt passage by stage | RO performance trend and diagnostic report |
| Recovery, product quality, pretreatment and cleaning history | Corrective action restores the required duty without unsupported risk | Inspect or test representative elements when diagnosis requires it | Cleaning, testing or replacement decision record |
| Supplier limits, test capability, replacement lead time and lifecycle cost | Replacement configuration and post-work performance are traceable | Confirm post-action product quality, capacity and hydraulic balance | Element-position, acceptance and lifecycle forecast update |