inZOR-ND -PFΔ Phase 5: ENTSO-E Real Load Validation — Romania, Germany, France (2024) on IEEE 118-bus Power Flow

Phase 5 of the inZORi Power Flow Delta (PFΔ) research series is the first validation of the inZORi FrozenElite strategy on **live ENTSO-E Transparency Platform data** (2024). Three structurally distinct European grids are tested: Romania (thermal/hydro-dominant), Germany (renewables-heavy), and France (nuclear-dominant).

4 variants × 4 seeds × 3 countries = 48 jobs on 12 cores. FrozenElite achieves 75–92% S3 convergence vs 4.5–15% for NR standard — a **6× to 17× improvement** on real European consumption data.

**Key Results (4 seeds × 3 countries):**

- Romania: inZORi FrozenElite 75.3% vs NR 4.5% (×16.7 advantage)

- Germany: FrozenElite 82.5% vs NR 11.4% (×7.2 advantage)

- France: FrozenElite 91.7% vs NR 15.1% (×6.1 advantage)

- Grid structure explains performance: nuclear-stable FR > renewables DE > thermal RO

- Adaptive selector ≈ best static genome (G01) on real data — G01 generalizes well

- Real ENTSO-E profiles less extreme than synthetic — validates under realistic conditions

**Limitations:** Results use IEEE 118-bus academic topology, not actual TSO network topologies. ENTSO-E data is hourly national aggregate, not per-node SCADA.

**Related publications:**

- Phase 1: https://doi.org/10.5281/zenodo.18716837

- Phase 2: https://doi.org/10.5281/zenodo.18717007

- Phase 3: https://doi.org/10.5281/zenodo.18735120

- Phase 4: https://doi.org/10.5281/zenodo.18735099

https://dumitrunovic-svg.github.io/inZOR-ND/index.html