---
title: Metrics Dashboard
updated: 2026-04-07
---

# Metrics Dashboard

All numbers with provenance. Source of truth: `knowledge-graph.yaml`.

## Test Results

| Suite | Pass/Total | File | Date |
|---|---|---|---|
| rotatingMachine basic | 10/10 | test/basic/*.test.js | 2026-04-07 |
| rotatingMachine integration | 16/16 | test/integration/*.test.js | 2026-04-07 |
| rotatingMachine edge | 17/17 | test/edge/*.test.js | 2026-04-07 |
| machineGroupControl basic | 1/1 | test/basic/*.test.js | 2026-04-07 |
| machineGroupControl integration | 3/3 | test/integration/*.test.js | 2026-04-07 |
| machineGroupControl edge | 1/1 | test/edge/*.test.js | 2026-04-07 |

## Performance — machineGroupControl Optimization

| Metric | Value | Source | Date |
|---|---|---|---|
| BEP-Gravitation + refinement (3 pumps, 6 combos) | 0.027-0.153ms median | benchmark script | 2026-04-07 |
| Tick loop budget used | 0.015% of 1000ms | benchmark script | 2026-04-07 |
| Max gap from brute-force optimum (1000 steps) | 0.1% | [[BEP Gravitation Proof]] | 2026-04-07 |
| Pump switching stability (5-95% sweep) | 1-2 transitions, no hysteresis | stability sweep | 2026-04-07 |

## Performance — rotatingMachine Prediction

| Metric | Value | Source |
|---|---|---|
| predict.y(x) call | O(log n), effectively O(1) | predict_class.js |
| buildAllFxyCurves | sub-10ms for typical curves | predict_class.js |
| Curve cache | full caching of splines + calculated curves | predict_class.js |

## Power Comparison: machineGroupControl vs Baselines

Station: 2x H05K-S03R + 1x C5-D03R-SHN1 @ ΔP=2000 mbar

| Demand | Qd (m3/h) | machineGroupControl | Spillover | Equal-all | Gap to optimum |
|--------|-----------|--------------------|-----------|-----------|----|
| 10% | 71 | 17.6 kW | 22.0 kW (+25%) | 23.9 kW (+36%) | -0.10% |
| 25% | 136 | 34.6 kW | 36.3 kW (+5%) | 39.1 kW (+13%) | +0.01% |
| 50% | 243 | 62.9 kW | 73.8 kW (+17%) | 64.2 kW (+2%) | -0.00% |
| 75% | 351 | 96.8 kW | 102.9 kW (+6%) | 99.6 kW (+3%) | +0.08% |
| 90% | 415 | 122.8 kW | 123.0 kW (0%) | 123.0 kW (0%) | +0.07% |

## Disproven Claims

| Claim | Evidence For | Evidence Against | Date |
|---|---|---|---|
| NCog as proportional weight works | Simple implementation | Starves small pumps, overloads large ones at high demand | 2026-04-07 |
| Q/P ratio always has mid-range peak | Expected from pump physics | Monotonically decreasing at high ΔP due to affinity laws (P ∝ Q³) | 2026-04-07 |
| Equal-marginal-cost solver is optimal | KKT theory for convex curves | C5 curve is non-convex due to sparse data points (5 per pressure) | 2026-04-07 |