Check out Roger’s latest Seeq video demonstrating predictive maintenance for a reverse osmosis train. Roger uses linear regression on real (not simulated) RO normalized flow data to predict a timeframe for the next membrane cleaning. This same solution can be used to adjust pre-treatment chemical feeds by monitoring the rate at which the membranes are fowling. Enjoy.