Membrane health and degradation outlook

Normalised performance (ASTM D4516 concept) computed with the hybrid twin at standard conditions: NPF, NDP, NSP relative to the post-clean baseline.

Estimated

Train 2 · NPF and projection

Waiting for telemetry…

Projection: OLS trend on the last 24 h of NPF estimates; band from the confidence band of the fitted line; probability from the slope's sampling distribution.

Why AquaTwin flags this train

Waiting for telemetry…

Accelerated-fouling stress test

Simulated

Forecast Train 2 under a severe biofouling event, with and without AquaTwin.