---
title: Group Optimization Architecture
created: 2026-04-07
updated: 2026-04-07
status: proven
tags: [machineGroupControl, optimization, BEP-Gravitation]
sources: [nodes/machineGroupControl/src/specificClass.js]
---

> **⚠️ ARCHIVED — pre-refactor (Tier 1–4, 2026-05)**
>
> This page describes the architecture before the platform refactor.
> The current page is the per-node wiki on **[gitea.wbd-rd.nl/RnD](https://gitea.wbd-rd.nl/RnD)** or **[Home](../Home)**.
>
> Kept for historical reference only. **Do not update.**


# machineGroupControl Optimization

## Algorithm: BEP-Gravitation + Marginal-Cost Refinement

### Step 1 — Pressure Equalization
Sets all non-operational pumps to the group's max downstream / min upstream pressure. Ensures fair curve evaluation across combinations.

### Step 2 — Combination Enumeration
Generates all 2^n pump subsets (n = number of machines). Filters by:
- Machine state (excludes off, cooling, stopping, emergency)
- Mode compatibility (`execsequence` allowed in auto)
- Flow bounds: `sumMinFlow ≤ Qd ≤ sumMaxFlow`
- Optional power cap

### Step 3 — BEP-Gravitation Distribution (per combination)
1. **BEP seed**: `estimatedBEP = minFlow + span * NCog` per pump
2. **Slope estimation**: samples dP/dQ at BEP ± delta (directional: slopeLeft, slopeRight)
3. **Slope redistribution**: iteratively shifts flow from steep to flat curves (weight = 1/slope)
4. **Marginal-cost refinement**: after slope redistribution, shifts flow from highest actual dP/dQ to lowest using real `inputFlowCalcPower` evaluations. Converges regardless of curve convexity. Max 50 iterations, typically 5-15.

### Step 4 — Best Selection
Pick combination with lowest total power. Tiebreak by deviation from BEP.

### Step 5 — Execution
Start/stop pumps as needed, send `flowmovement` commands in output units via `_canonicalToOutputFlow()`.

## Three Control Modes

| Mode | Distribution | Combination Selection |
|------|-------------|----------------------|
| optimalControl | BEP-Gravitation + refinement | exhaustive 2^n |
| priorityControl | equal split, priority-ordered | sequential add/remove |
| priorityPercentageControl | percentage-based, normalized | count-based |

## Key Design Decision
The `flowmovement` command sends flow in the **machine's output units** (m3/h), not canonical (m3/s). The `_canonicalToOutputFlow()` helper converts before sending. Without this conversion, every pump stays at minimum flow (the critical bug fixed on 2026-04-07).