| Simulation matches at one rate only | Wrong efficiency, fouling, or maldistribution | Rate sweep; U trend; gamma scan (columns) |
| Plant purity below simulation | Entrainment, weeping, analyzer bias, fouling | Tray ΔP profile; overhead sample vs online GC |
| Exchanger under duty | Fouling, wrong F_t, bypass open, wrong phase | U calculation from field T; inspect bypass valves |
| Reactor conversion drop | Catalyst deactivation, poor mixing, wrong τ | RTD tracer; catalyst activity test; inventory check |
| Selectivity shift at scale | Mixing-limited (Da), temperature hot spots | Da/Re match to pilot; profile T probes |
| Frequent PSV chatter | Undersized valve, back-pressure, inlet loss | API 520 verification; header P during relief |
| Startup instability | Level/pressure loops fighting, wrong fill sequence | Step through P&ID startup line-by-line |
| "HAZOP done" but incidents persist | Actions not closed; IPLs not implemented on P&ID | LOPA audit vs as-built; SIL verification records |
| Winter vs summer capacity change | Cooling water, ambient air, viscosity | Utility log vs design ambient |
| Biologics titer drop mid-campaign | Viral/bioburden, protease, O₂ limitation | CPP trends; metabolite; microscopy |
| Polymer Mw shift | Initiator feed, residence, devolatilization | GPC vs. reactor τ; vent rate |
| Refinery crude slate change | Cut point, catalyst metals, H₂ balance | Assay update; catalyst EOR |
| Column flooding at higher rate | Downcomer backup, entrainment, tray damage | Flood % from simulation; γ scan; ΔP per tray |
| Compressor surge on turndown | Anti-surge valve mis-tuned, recycle line ΔP | Surge map; valve position vs flow at 50% rate |
| Batch cycle time drift | Cooling bottleneck, hold steps, agitator fault | Batch audit trail; utility peak log vs recipe |
| Bioreactor foam-out to vent filter | Antifoam feed, sparge rate, media protein | Foam probe trends; vent filter ΔP; offline antifoam titration |
|