Beta© 2026 Adaptrex, LLC
Beta© 2026 Adaptrex, LLC
Federal grant · cooperative agreement (b)
Reverse Osmosis Based Water Reuse Produces a High Quality Purified Water, But There Is Room for Significant Improvement to Optimize Energy and Cost Influent Water Quality Can Be Dynamic and Requires Multiple Treatment Barriers for Chemical and Pathogen Removal in This Work, Faults Detected Will Include Abnormal Water Quality, Equipment Failure, and Atypical Fouling Rate Fault Detection Methods Will Include Supervised Machine Learning and Nonparametric Hypothesis Testing Process Control Will Include Model Predictive Control and Multiblock Principal Component Analysis Desktop Evaluations of Cutting Edge Methodologies in Year One Will Precede Cloud or Edge Based, Semi Autonomous, Near Real Time Implementation at Demonstration Scale in Year Two
Committed
$641,900
Paid out
$562.7K
88%
Committed, not yet paid
$79.2K
12%
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The cash actually disbursed against this award. The gap from committed is the disbursement pipeline: promised, not yet cashed.
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