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‘Based on Available Data’: The Four Words That Should Make Engineers Nervous
“Based on available data” is working harder in your spec than four words should. It shows up in EPC documentation constantly, and it’s technically accurate every time — the data you had was the data you used. That’s also the problem. The phrase is a hedge, not a finding. It tells the reader the design basis reflects whatever characterization window happened to be available, not the conditions the system will face over its actual life. Conservative sizing. Self-cleaning capabl
Designing for Steady-State: The Specification Assumption That Gets Engineers Called Back
Every steady-state filtration spec carries the same flaw: the influent data behind it was never meant to describe the plant’s worst day. That’s not a knock on the data. A few weeks of grab samples, maybe a full season if the budget allowed it, averaged into a single total suspended solids (TSS) number for the design basis; that’s what everyone works with. Nobody hands an EPC a year of hourly readings from a really challenging month of operations. Averaged data is what’s avail
The Real Spec Requirements for Water-Intensive Operations
The specification a plant runs on is written by people who will never operate it, and the gap between those two vantage points is where most filtration disappointment lives. That is not a criticism of EPC teams. It is the structure of the job. The engineer writing the design basis works from characterization data, datasheets, and design conditions — an honest but partial picture of a stream that will behave in ways no sample window fully captured. The operator, eighteen month
Grand Rapids venture capital firm leads $4M seed round for water filtration tech startup
A local venture capital firm recently led a seed funding round for a Michigan tech startup producing an innovative water filtration system. Grand Rapids-based Michigan Capital Network, along with members…
Mobile Filtration Trailer Hits the Road to Showcase New SuspendedSolids Management System Technology
Accelerated Filtration is partnering with Eximius Environmental Solutions on a unique showcase of the VelRay X filtration system.... Read More >>
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