### 🧠 Working of Module

1

#### Linearization (DC)

To enable fast online updates, heavy non-linear AC math is simplified:

- Voltage magnitudes ≈ 1.0 pu
- Line resistance (R) is ignored
- Reactive power (Q) is omitted

2

#### Building B' Matrix

The module parses the physical layout and converts reactance (Xij) into susceptance (bij):

bij = 1 / Xij
3

#### Normalizing Loads

Real-world user consumption (kW) is converted into normalized per-unit (pu) vectors:

Ppu = -Pload / Sbase
4

#### Flow Extraction

The logic solves the linear system via inversion:

θred = (B'red)-1 · Pred
Pij = (θi - θj) / Xij

### Power Transfer Diagram

Fixed analytical schematics demonstrating static active power transfer values across all segments.

### Containerized Telemetry Flow

Microservice architecture routing structured data to the ONLF analytics engine and visualizer.

> System initialized. Subscribing to container network orchestration...
> Awaiting manual trigger to execute ONLF processing pipeline.