INJ-00020 — intercooler_loss

Status: EXPIRED · Category: A · Source: auto Fired at: 79.77 h · Duration: 6.0 h · Target: NE-01 Economic impact: $-3,200 /h

Parameters

{
  "plant_id": "NE-01",
  "product": "LAR",
  "customer_id": "C-14",
  "truck_id": "T-E01",
  "driver_id": "D-E05"
}

Cascade — 10 agent steps

#stepagentdetail
1INJECTIONInjection Engineintercooler_loss: aftercooler 40% fouled (MODERATE). MAC discharge temp rises +22K to 79°C.
2MPC_SOLVEMPC Optimizer📐 MPC: Optimal load 74% (4h horizon) | Priority: 3 | Expected margin: $0/h | Reason: All constraints healthy → optimize revenue (+load)
3PHYSICSPhysics KernelHot air from MAC (79°C vs normal ~65°C) enters APU molecular sieves. Elevated but below 80°C breakthrough threshold. MAC isentropic efficiency drops to 80%. Fouling at 40% reduces heat transfer coefficient proportiona…
4PRODUCTIONProduction AgentReducing load 71%→63% (8% cut for 40% fouling). At 63%, MAC power drops from 17MW to ~15MW. GOX/GAN production drops ~11%.
5TANKSTank Inventory AgentLower production → reduced tank fill rates. LOX at 60% (306164kg), LIN at 61%. With 11% less liquid production, tanks drain toward customer demand baseline.
6DISPATCHDispatch AgentNo emergency dispatch needed — tanks still above critical. Normal dispatch continues. If extended >4h, HUB may need to reduce delivery frequency.
7CUSTOMERSCustomer Impact AgentShort-term impact minimal. If load stays at 63% for >6h, customers with <3 days inventory may need priority delivery.
8LOSS_MITIGATIONLoss Ledger📉 L1: Primary Production Physical Balance — PROC adjusts staging to maintain flowmeter accuracy
9ECONOMICSEconomics AgentPower savings: 1.4MW × 138/h saved. Revenue loss: ~$29/h from reduced production. Net: maintenance cost avoided > revenue loss.
10RECOVERYRecovery Planner1) Aftercooler cleaning crew dispatched (ETA 1h). 2) Chemical wash of fin surfaces removes fouling. 3) Duration 2-4h depending on extent. 4) Post-maintenance: discharge temp returns to ~65°C, load ramps back to 71%.

Raw effects

  1. Intercooler loss, discharge +25K, MAC health 77%
  2. intercooler_loss: aftercooler 40% fouled (MODERATE). MAC discharge temp rises +22K to 79°C.
  3. 📐 MPC: Optimal load 74% (4h horizon) | Priority: 3 | Expected margin: $0/h | Reason: All constraints healthy → optimize revenue (+load)
  4. Hot air from MAC (79°C vs normal ~65°C) enters APU molecular sieves. Elevated but below 80°C breakthrough threshold. MAC isentropic efficiency drops to 80%. Fouling at 40% reduces heat transfer coefficient proportionally.
  5. Reducing load 71%→63% (8% cut for 40% fouling). At 63%, MAC power drops from 17MW to ~15MW. GOX/GAN production drops ~11%.
  6. Lower production → reduced tank fill rates. LOX at 60% (306164kg), LIN at 61%. With 11% less liquid production, tanks drain toward customer demand baseline.
  7. No emergency dispatch needed — tanks still above critical. Normal dispatch continues. If extended >4h, HUB may need to reduce delivery frequency.
  8. Short-term impact minimal. If load stays at 63% for >6h, customers with <3 days inventory may need priority delivery.
  9. 📉 L1: Primary Production Physical Balance — PROC adjusts staging to maintain flowmeter accuracy
  10. Power savings: 1.4MW × 138/h saved. Revenue loss: ~$29/h from reduced production. Net: maintenance cost avoided > revenue loss.
    1. Aftercooler cleaning crew dispatched (ETA 1h). 2) Chemical wash of fin surfaces removes fouling. 3) Duration 2-4h depending on extent. 4) Post-maintenance: discharge temp returns to ~65°C, load ramps back to 71%.