Scoring Demo

Below is an example of how the AI evaluates operator performance. These metrics update continuously during each simulation and represent a complete behavioral profile — not just a final score.

D-101 Simulation Snapshot
  • Level:Trending with realistic noise, PI control, and alarm limits.
  • Pressure:Head-space dynamics tied to level and pad/depad valves.
  • Flows:Inlet, outlet, and cooling-water flows responding to operator moves.
  • Alarms:Stacked, time-ordered, with acknowledge and flashing behavior.

Simulation Screenshots

Simulation Screenshot 1

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Simulation Screenshot 2

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AI Evaluation Block

Real-Time Scoring Breakdown

  • Stability Score: 82/100
    Based on PV variance, overshoot behavior, and damping trend.
  • Safety Margin Score: 91/100
    Assessed by proximity to alarm limits and time spent near constraints.
  • Move Quality: 76/100
    Penalty for unnecessary CV oscillations and excessive manual moves.
  • Alarm Handling: 88/100
    Evaluates time-to-acknowledge, time-to-action, and prioritization correctness.
  • Diagnostic Awareness: 84/100
    Measures detection of mismatches, stuck signals, and off-normal behavior.
  • Controller Discipline: 79/100
    Tracks proper Auto/Manual transitions, SP changes, and tuning stability.
  • Overall Performance Index: 84.7

The complete scoring engine runs continuously during the simulation. Every move, hesitation, correction, and alarm response contributes to a profile that reflects how a real operator thinks when the process is not behaving as expected.

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