A dust collector that clears factory acceptance at the vendor’s facility can still fail the first week on your production floor—not because the specification was wrong, but because the test never reflected real operating load. Filter media that performs adequately against clean test air can behave like a fine-dust delivery system once grinding or cutting begins in earnest, and a pressure-drop swing that looks manageable in isolation can translate to 40% less airflow at the hood face after a single fill cycle in some single-stage collector designs. The signature on an acceptance document only means something if the test conditions actually represent the installation: production equipment running, operators at normal positions, cleaning pulses cycling, and the hopper discharging under the same constraints it will face every shift. What follows gives commissioning teams and procurement reviewers the specific checks—airflow, pressure, visible escape, sampling method, pulse behavior, discharge simulation, and result comparison—that separate a real acceptance from a documented assumption. Test airflow at each pickup point Nameplate fan capacity and measured airflow at each individual pickup point are different numbers, and accepting one as a proxy for the other is where many installations quietly go wrong. A collector sized correctly at the system level can still produce inadequate capture velocity at a remote hood if branch duct resistance, damper settings, or fitting losses were estimated rather than measured during design. Acceptance testing should verify actual velocity and volume flow at every pickup point under normal operating conditions, not aggregate system flow alone.