Back to the narrative · Concept II

The Electrodynamic Stommel Map · Research console

Constructed mechanism screening Ψ across 10⁰–10⁶ m and 10⁻⁵–10⁷ s. The unit contour is illustrative, not a demonstrated relay-trip boundary.

Grid system
Instantaneous inverter penetration74%
0%buckling threshold ≈ 60% · historic peak 74%100%
Contingency
Double-unit nuclear trip (South Texas) · 1.40 GW
Peak 85 GWInertia floor 2.1 sRoCoF limit 0.2 Hz/sf₀ 60 HzDominant mode: Sub-transmission weakness; West-to-East PLL control oscillations
Rendering surface…

Incident replay

Report sequence → shared physics → compared with the report

Each replay sets the grid to the operating point on the day, steps through the loss sequence in the operator's report and moves the Stommel surface with it. The frequency trace is the model's own reconstruction — the same inertia, response and protection rules for every incident — read with the PMU inspector's instrument. Report figures are inputs or comparators, never tuning factors.

S. Australia · demand 1.826 GWreport · inverter share 77%derived · reserve 0.00 GWestimated

Inverter share: (wind 883 MW + Heywood import 525 MW) / SA demand 1,826 MW, from the report's pre-event balance. Project EnergyConnect did not exist in 2016, so SA's only AC path to the NEM was Heywood.

Model frequency replay601 frames · 50 fps · t = 0 at the initiating fault
CheckReportModel
Island RoCoF≈ 6.25 Hz/sreport5.03 Hz/s · 0.80× report
Frequency collapseYes — black systemreportYes — 0.54 s after separation
Converter ride-through actionYes — 456 MW wind reductionreportFlagged — 3 zone(s), SLG fault

Limits of this replay. The six faults are collapsed into one sequence; per-farm counter settings and the exact Heywood swing are not modelled. UFLS is set to zero because the report finds it could not act at that RoCoF. Traces and COMTRADE files are model reconstructions labelled as such — they are not the operator's recordings. Report figures were transcribed from the sources below; check them against the originals before external use.

Sources: AEMO, Black System South Australia 28 September 2016 — Integrated Final Report (March 2017)

A response you can define and reproduce

Balanced power modulation at two inertia-bearing nodes → their relative-frequency difference. Six discrete electrical pair experiments; no invented spatial interpolation.

Mechanism → evidence → next study

Four disturbances. Different questions.

A protection sequence, plant resonance, multiple inverter responses and series-compensated wind interaction do not establish one common cause.

Prescribed reconstruction

South Australia 2016

Repeated-fault ride-through and protection

  1. 1Storm faults
  2. 2Repeated voltage disturbances
  3. 3Wind control/protection response
  4. 4Interconnector separation

Local protection logic → interconnector and island. Mechanism extent is assigned, not a measured electrical radius.

The study question
Will the installed ride-through settings tolerate the relevant repeated-fault sequence?
Appropriate next studies
  • Repeated-fault protection/settings audit
  • Plant control and network dynamic studies
Minimum evidence
Installed controller counters, reset logic, protection settings and the actual fault sequence.
What this cannot establish
An inertia total or generic converter cannot predict the installed fleet’s trip sequence.

AEMO final investigation; existing frequency reconstruction remains model-conditional. Executive summary; wind-farm response and generation reduction sections. Qualitative mechanism corroborated; embedded numerical inputs await page-level audit.

AEMO Black System Final Report (2017)
Mature V3 · Conditional operating-region edition

An open solver is a check, not a certificate

Numerical verification. 4 frozen reduced configurations, independently reconstructed in SciPy. Maximum natural-frequency discrepancy: 8.72e-15; minimum mode-shape MAC: 1.00000000. This checks the implementation, not physical accuracy.

ANDES 2.0.0 RMS run. Full IEEE39 deck: 10 machines, 160 retained linear states, bus-14 balanced fault cleared after 100 ms. Time-step comparison: 0.000131 Hz maximum rotor-frequency difference. Its controllers and dispatch differ from the reduced model.

0/20 matched stress gates completed. No RMS/EMT parity, field-trip prediction or 70% acceptance probability is established. Incident transcriptions, prior-art review, funding, permissions and final author approval remain outstanding.

Unresolved reference findings: ANDES reports 6 positive-real eigenvalues, parameter corrections and ill-conditioning warnings. Eight seconds of successful integration is not stable long-term recovery. Lossless verification passed; nominal-resistance IEEE39 response is withheld for indefinite symmetrized stiffness.

Analytical companion: explicit +P/−P machine-pair ports and relative-frequency output, G in Hz/GW. The Gaussian Ψ stays a constructed screen; Ψ = 1 is not a proven relay boundary. Electrical pair lengths use one equivalent-400 kV-circuit convention.

V3 · Rolf Bastiaanssen, Bax & Company. The operating-region explorer separates physical inertia, equivalent virtual support and GFL strength; conditional screens are not certified dispatch. SSCI 2009 is source-led, not a new simulated replay. No submission or public DOI deposit has been made.

Laplacian eigenmode inspector

Kron-reduced swing modes on a network built from published corridor capabilities — no per-grid tuning. Click a corridor to cycle it in service → reinforced ×2 → out of service. The least-damped inter-area mode drives the oscillation ridge on the surface; the multi-infeed generalised SCR (see Advanced stability physics) drives the PLL band.

Algebraic connectivity λ₂
4.86
GW/rad
Synchronous islands
1
 
Dominant inter-area mode
1.28 Hz
ζ 4.8%
Weakest nodal SCR
0.74
Far West / Permian · no operating point (voltage collapse)
Mode shape · angle swing phase + phase −
CREZ West–North 345 kV — 6,000 MW (estimated) · In serviceCREZ West–Central 345 kV — 4,000 MW (estimated) · In servicePanhandle GTC → North — 3,500 MW (estimated) · In servicePanhandle–West 345 kV — 1,500 MW (estimated) · In serviceNorth–Central 345 kV — 8,000 MW (estimated) · In service · 22% modal strainNorth–Houston 345 kV — 6,000 MW (estimated) · In serviceCentral–South 345 kV — 6,000 MW (estimated) · In service · 34% modal strainSouth–Coast 345 kV — 3,000 MW (estimated) · In serviceSTP–Houston 345 kV — 5,000 MW (estimated) · In service · 23% modal strainSouth Texas–Valley 345 kV — 2,000 MW (estimated) · In serviceCoastal–Valley 345 kV — 1,200 MW (estimated) · In serviceFar West / Permian94% IBR · SCR 0.7 · 1%Panhandle98% IBR · SCR 1.5 · 0%North / DFW53% IBR · SCR 4.7 · 17%Central / Austin63% IBR · SCR 6.2 · 3%Houston37% IBR · SCR 8.8 · 6%Coast / STP79% IBR · SCR 4.5 · 6%South / San Antonio71% IBR · SCR 3.0 · 58%Rio Grande Valley91% IBR · SCR 1.4 · 9%
8 ERCOT zones. ERCOT publishes no inter-zonal transfer capabilities; CREZ corridors are sized from the 18.5 GW CREZ design transfer. Panhandle IBR from the 2020 Panhandle study.
Modal spectrum · frequency vs damping ratio
Inter-areaLocalControl interaction / SSRζ = 5%-5%0%5%10%15%0.10.3131030f (Hz)Houston ↔ North / DFW · 1.20 Hz · ζ 6.0%South / San Antonio ↔ North / DFW · 1.28 Hz · ζ 4.8%Coast / STP ↔ Houston · 1.62 Hz · ζ 3.4%Central / Austin ↔ North / DFW · 1.69 Hz · ζ 4.2%Far West / Permian ↔ Central / Austin · 1.77 Hz · ζ 3.9%Rio Grande Valley ↔ South / San Antonio · 1.90 Hz · ζ 4.1%Panhandle ↔ Rio Grande Valley · 2.46 Hz · ζ 5.2%Far West / Permian · no operating point (voltage collapse) · SCR 0.74 · 20.0 Hz · ζ -10.0%Panhandle · SCR 1.47 · 10.7 Hz · ζ 33.2%North / DFW · SCR 4.66 · 18.7 Hz · ζ 60.0%Central / Austin · SCR 6.18 · 19.3 Hz · ζ 60.0%Houston · SCR 8.83 · 19.7 Hz · ζ 60.0%Coast / STP · SCR 4.48 · 18.6 Hz · ζ 60.0%South / San Antonio · SCR 3.00 · 17.2 Hz · ζ 59.3%Rio Grande Valley · SCR 1.44 · 10.3 Hz · ζ 30.0%
Inter-area · em2Mid dynamics (0.1 s ≤ τ ≤ 2.0 s)
South / San Antonio ↔ North / DFW
f
1.28 Hz
Period
783 ms
ζ
4.8%
Extent
356 km
Critical cut-set · modal strain energy
Central–South 345 kV34%
STP–Houston 345 kV23%
North–Central 345 kV22%

Reinforcing a corridor stiffens KL and raises f; damping depends on where synchronous machines, PSS and GFM sit. Instruments: power-oscillation damping on GFM / HVDC, WAMPAC separation schemes.

ModeClassf (Hz)ζExtentSwing pair / node
ci-westControl interaction20.00-10.0%186 kmFar West / Permian · no operating point (voltage collapse)
em3Local / intra-area1.623.4%124 kmCoast / STP ↔ Houston
em5Local / intra-area1.773.9%461 kmFar West / Permian ↔ Central / Austin
em6Local / intra-area1.904.1%351 kmRio Grande Valley ↔ South / San Antonio
em4Local / intra-area1.694.2%172 kmCentral / Austin ↔ North / DFW
em2Inter-area1.284.8%356 kmSouth / San Antonio ↔ North / DFW
em7Local / intra-area2.465.2%1054 kmPanhandle ↔ Rio Grande Valley
em1Inter-area1.206.0%381 kmHouston ↔ North / DFW
Eight least-damped modes shown. Planning criterion ζ ≥ 5.0%; negative ζ is a growing oscillation.
Validation · model vs published measurement
ObservationObservedModelError
ERCOT dominant inter-area mode
Ringdown after unit trip, 10 Sep 2013 (UT Austin–Baylor PMUs) · SEL / Texas Synchrophasor Network 2014
Model: Houston ↔ North / DFW
0.69–0.7 Hz
ζ 11.6%
0.73 Hz
ζ 5.6%
+4%
Type-4 wind / weak grid SSO
Texas 2011 (location not public — mapped to Panhandle) · Cheng et al. 2023 / ERCOT 2024
Model: onset at SCR 1.28 · node SCR 8.79 at 15% IBR
4 Hz8.62 Hz
ζ 6.7%
+115%

Each row re-runs the model at the IBR share of the observation, without interventions or corridor changes. Frequencies are predicted, not fitted. Damping uses generic coefficients (amortisseur 2 pu, load 1.5 pu, PSS ≤ 5 %), so ζ is indicative only; real damping depends on PSS / POD tuning held in operator models. Control-interaction rows compare the frequency at instability onset; fault-level rows compare the three-phase short-circuit power at the node.

Data provenance
0 corridors · published capability11 corridors · estimated
CREZ West–North 345 kV6,000 MWestimated
CREZ West–Central 345 kV4,000 MWestimated
Panhandle GTC → North3,500 MWestimated
Panhandle–West 345 kV1,500 MWestimated
North–Central 345 kV8,000 MWestimated
North–Houston 345 kV6,000 MWestimated
Central–South 345 kV6,000 MWestimated
South–Coast 345 kV3,000 MWestimated
STP–Houston 345 kV5,000 MWestimated
South Texas–Valley 345 kV2,000 MWestimated
Coastal–Valley 345 kV1,200 MWestimated
  • Corridor stiffness K = κ·Pcap, κ = 1.94 rad⁻¹: capability reached at 30°, operated at 50 %.
  • Node positions are real substation / zone coordinates; zonal load, synchronous-fleet and installed-IBR splits are estimates from public capacity statistics.
  • Nodal SCR from the network Thevenin impedance (machines x″d 0.35 pu, GFM 0.25 pu); GFL limit SCR 1.28 from a 7-state PLL / current / voltage-loop model.

Advanced stability physics

Four extensions behind the surface: interacting inverter plants, grid-forming control as a dynamic model, voltage stability under corridor outages, and uncertainty. Each uses one generic tuning for every grid.

Generalised SCR
0.61
GFL critical 1.28 · margin -52%
Weakest single-infeed SCR
0.74
Far West / Permian · no operating point (voltage collapse)
Min MIESCR
0.27
CIGRE B4.41 effective SCR with neighbours' power
System control mode
no op. point
GFL voltage collapse at gSCR
Interaction factor MIIFij = ΔVi/ΔVj
Far West / Permian ← Far West / Permian: 1.00Far West / Permian ← Panhandle: 0.22Far West / Permian ← North / DFW: 0.69Far West / Permian ← Central / Austin: 0.50Far West / Permian ← Houston: 0.21Far West / Permian ← Coast / STP: 0.10Far West / Permian ← South / San Antonio: 0.19Far West / Permian ← Rio Grande Valley: 0.05Panhandle ← Far West / Permian: 0.52Panhandle ← Panhandle: 1.00Panhandle ← North / DFW: 0.88Panhandle ← Central / Austin: 0.41Panhandle ← Houston: 0.25Panhandle ← Coast / STP: 0.11Panhandle ← South / San Antonio: 0.17Panhandle ← Rio Grande Valley: 0.04North / DFW ← Far West / Permian: 0.33North / DFW ← Panhandle: 0.18North / DFW ← North / DFW: 1.00North / DFW ← Central / Austin: 0.39North / DFW ← Houston: 0.28North / DFW ← Coast / STP: 0.12North / DFW ← South / San Antonio: 0.16North / DFW ← Rio Grande Valley: 0.04Central / Austin ← Far West / Permian: 0.36Central / Austin ← Panhandle: 0.13Central / Austin ← North / DFW: 0.59Central / Austin ← Central / Austin: 1.00Central / Austin ← Houston: 0.21Central / Austin ← Coast / STP: 0.15Central / Austin ← South / San Antonio: 0.37Central / Austin ← Rio Grande Valley: 0.08Houston ← Far West / Permian: 0.14Houston ← Panhandle: 0.07Houston ← North / DFW: 0.40Houston ← Central / Austin: 0.20Houston ← Houston: 1.00Houston ← Coast / STP: 0.30Houston ← South / San Antonio: 0.17Houston ← Rio Grande Valley: 0.07Coast / STP ← Far West / Permian: 0.14Coast / STP ← Panhandle: 0.06Coast / STP ← North / DFW: 0.32Coast / STP ← Central / Austin: 0.28Coast / STP ← Houston: 0.58Coast / STP ← Coast / STP: 1.00Coast / STP ← South / San Antonio: 0.44Coast / STP ← Rio Grande Valley: 0.21South / San Antonio ← Far West / Permian: 0.19South / San Antonio ← Panhandle: 0.07South / San Antonio ← North / DFW: 0.34South / San Antonio ← Central / Austin: 0.51South / San Antonio ← Houston: 0.25South / San Antonio ← Coast / STP: 0.33South / San Antonio ← South / San Antonio: 1.00South / San Antonio ← Rio Grande Valley: 0.21Rio Grande Valley ← Far West / Permian: 0.14Rio Grande Valley ← Panhandle: 0.06Rio Grande Valley ← North / DFW: 0.28Rio Grande Valley ← Central / Austin: 0.36Rio Grande Valley ← Houston: 0.31Rio Grande Valley ← Coast / STP: 0.49Rio Grande Valley ← South / San Antonio: 0.66Rio Grande Valley ← Rio Grande Valley: 1.00Far West / PermianFar West / PermianPanhandlePanhandleNorth / DFWNorth / DFWCentral / AustinCentral / AustinHoustonHoustonCoast / STPCoast / STPSouth / San AntonioSouth / San AntonioRio Grande ValleyRio Grande Valley
InfeedIBR GWSCRMIESCRCritical-mode participation
Panhandle5.721.470.27
Rio Grande Valley4.401.440.32
Far West / Permian26.390.740.51
Coast / STP3.304.480.86
South / San Antonio6.603.000.98
Central / Austin4.406.181.14
North / DFW8.804.661.79
Houston3.308.832.06

The infeed buses share network impedance, so a voltage change at one moves its neighbours: MIIFij = Zij/Zjj from the Z-bus of the fault-level network. With identical converter controls the multi-infeed system decouples into single-infeed systems whose SCRs are the eigenvalues of P−½YredP−½ (Dong et al., IEEE TPWRS 2019); the smallest, gSCR, is what the surface's PLL band now uses. Assumes identical GFL tuning and a quasi-static network.

Policy & dispatch lab

Regulatory decision matrix. The tab for the τ regime under the cursor is highlighted; changes reshape the surface in real time.

Grid-forming BESS capacity0.0 GW

Virtual synchronous machine control; adds inertia and short-circuit strength.

Virtual inertia constant5.0 s

H on the GFM rating. System contribution = H·P_GFM / S_base.

Synchronous condensers0.0 GVA
Ψ max
4.84
baseline
Ψ > 1 area
10.4%
baseline
System H
2.10s
baseline
RoCoF
0.24Hz/s
baseline
Load shed
3.15GW
baseline

PMU / COMTRADE ingestion

Load a phasor event to compute its local Stommel profile (rolling-window RoCoF, Morlet wavelet energy by τ).

Phasor CSV or COMTRADE .cfg + .dat · ASCII / BINARY / BINARY32 / FLOAT32

Beyond the linear, balanced model

Four tests of where the small-signal, positive-sequence, lossless picture breaks down: distance measured electrically, lossy lines that make the dynamics non-normal, converter current limits during faults, and unbalanced faults. Same network, same conventions for every grid.

Most stretched corridor
×1.9
STP–Houston 345 kV · electrically 1.9× longer than its map length implies
Electrical diameter
177 km
largest effective distance, equivalent km of one 400 kV circuit
Dominant mode extent
61 km
electrical · 356 km geographic
2-D map fit
±55%
worst pairwise error of the flattened electrical map
CorridorMap kmElectrical kmStretchBottleneck index
STP–Houston 345 kV12541×1.87
Central–South 345 kV11936×1.72
Coastal–Valley 345 kV357103×1.63
South Texas–Valley 345 kV35990×1.42
South–Coast 345 kV24450×1.16
Panhandle–West 345 kV37667×1.00
Panhandle GTC → North55256×0.57
North–Houston 345 kV36336×0.56
North–Central 345 kV29323×0.44
CREZ West–Central 345 kV47733×0.39

Effective distance dij = L⁺ii + L⁺jj − 2L⁺ij on the corridor susceptance Laplacian (Moore–Penrose pseudoinverse) is the Thevenin reactance between two buses through the whole mesh, shown as equivalent km of one 400 kV circuit (x = 0.30 Ω/km, 0.00187 pu/km on 1 GVA). Stretch = (electrical / map length) ÷ the network median: values above 2 are electrical bottlenecks that geography hides. Switch the network map above to Electrical to see the flattened layout, and the surface's mode markers to electrical extent with the toggle next to the map. Corridor reactance follows the same capability convention as the eigenmode model, so the ranking inherits its data basis.

Compute cost in this browser · measuring… At zonal scale (≤ 40 buses) plain TypeScript stays interactive, so the critique's fifth fix — a Rust/WebAssembly core with a physics-informed neural-operator surrogate — is not built here: it would need full-order PSS®E / PSCAD cases and EMT training data we do not have, and a surrogate cannot be validated without them. It becomes necessary only when importing utility models with thousands of buses.

Regulatory sandbox tools

Conditional operating-region and regulatory screens on the shared physics: derogation, locational value, permissible penetration and grid-code assessment. They use the scenario, inverter share, corridors and Policy Lab portfolio set above. Economic inputs are editable assumptions.

Zone
GFL plant under relaxed FRT400 MW
Grid-forming BESS pilot100 MW
Derogation period24 months
Connection brought forward18 months
Nearby faults2 / yr
Value of lost load15,000 $/MWh
Value of accelerated output60 $/MWh
Sandbox verdict
Refuse

No pilot up to 3× the plant size restores the margins: the extra trip on a fault outweighs the pilot's support.

Accelerated output
1.84 TWh
$110.4M value
Expected unserved energy
3828 MWh
$57.4M at VoLL · incremental
Net expected value
$53.0M
Minimum GFM pilot
none found
keeps both margins
CaseLocal SCRMIESCRgSCRNodal RoCoF Hz/sLoad shed GW
Before connection0.740.510.610.253.15
Derogated + GFM pilot0.740.520.610.335.07
Derogated, no pilot0.730.500.600.335.07

Margin tests: gSCR ≥ 0.61 (already below the GFL limit before connection — must not get worse) · nodal RoCoF ≤ 0.25 Hz/s (already above the limit before connection — must not get worse).

Pilot under a nearby fault · With its 1.2 pu current limit the pilot slips a pole after a fault cleared at 120 ms (voltage held at 32% at the zone). Its support is not firm: the grant needs fault-mode controls, more virtual inertia or a stronger connection.

A relaxed fault-ride-through standard means the derogated plant may trip on a nearby fault, so its output is added to the design loss at that zone. The pilot adds grid-forming strength and inertia at the same node. Nodal RoCoF is measured over 500 ms at the substations; risk counts only the load shed the derogation adds, over the derogation period, at the stated fault rate and a 0.5 h restoration time. Fault rate, VoLL and output value are inputs, not operator data.

Industry research workbench

Draft screening · not certification

No invented OEM presets. Imported manufacturer names and parameters remain user-supplied until independently verified.

Local fault and control screen