Physical Anatomy of the Grid
Why there is a voltage hierarchy
Transmitting power P at voltage V requires current I = P / (√3 · V · cos φ) on a three-phase circuit. Resistive losses scale with I²R. Doubling the voltage therefore halves the current and quarters the losses for the same delivered power. This single relationship is why long-distance transport happens at hundreds of kilovolts and consumption happens at hundreds of volts, with transformers between.1
A typical European hierarchy:
| Level | Voltage | Function |
|---|---|---|
| Extra high voltage (EHV) | 220–400 kV (750 kV in parts of Eastern Europe) | Bulk transport, interconnection |
| High voltage (HV) | 60–150 kV | Regional transport, large industrial supply |
| Medium voltage (MV) | 10–36 kV | Primary distribution, MV-connected DER |
| Low voltage (LV) | 230/400 V | Final delivery |
The boundary between “transmission” and “distribution” is regulatory as much as technical — it defines which operator (TSO or DSO) is responsible — and it varies by country. That boundary matters for modelling because it usually marks where your data ends.
Alternating current and the three-phase system
Power systems are three-phase AC: three conductors carrying sinusoidal voltages 120° apart. Balanced three-phase transport delivers constant instantaneous power (unlike single-phase, which pulsates at twice the fundamental frequency) and uses conductor material efficiently.
Two consequences dominate modelling:
Complex power. With voltage and current as phasors, apparent power is S = V I* = P + jQ. The real part P (watts) does useful work; the imaginary part Q (var) is the oscillating exchange associated with the magnetic and electric fields of inductive and capacitive elements. Reactive power does not “travel” well — it is a strongly local quantity — and managing it is a distinct operational task from managing active power.
Symmetrical components. Unbalanced conditions (most faults) are analysed by decomposing the three phases into positive-, negative-, and zero-sequence networks, a transformation due to Fortescue.2 Positive-sequence-only models are the standard for bulk system studies; distribution studies frequently cannot make that assumption, because LV networks are genuinely unbalanced.
Lines and cables
An overhead line is modelled as a distributed-parameter element, but for the lengths encountered in most studies the lumped π-model is used: a series impedance R + jX with half the total shunt susceptance B/2 at each end.
R— conductor resistance. Temperature-dependent, and the source of ohmic losses.X— series reactance, dominated by geometry (conductor spacing and height). For overhead linesXtypically exceedsRby a factor of 3–10 at transmission voltage. This highX/Rratio is the assumption underpinning the DC power flow approximation in module 4.B— shunt capacitance to earth. Modest on overhead lines; large on cables.
Cables differ from overhead lines in ways that matter. Their capacitance per kilometre is roughly an order of magnitude higher, so a long AC cable generates substantial reactive power (charging current) that must be absorbed by compensation, and this places a practical length limit on AC cable connections — the reason long subsea links are almost always HVDC.3
Ratings. A line’s limit is thermal: excessive current heats the conductor, which sags, reducing clearance to ground. Ratings therefore depend on ambient temperature, wind, and solar irradiance, which is the basis of dynamic line rating — using real conditions rather than a conservative static assumption, often unlocking 10–30% additional capacity on wind-exposed corridors.4 Beyond a few hundred kilometres, the binding limit shifts from thermal to voltage-drop and then to stability, a progression usually summarised by the St. Clair curve.
Transformers
Transformers connect voltage levels and are modelled as a series impedance plus an ideal ratio. Two features have outsized modelling importance:
Tap changers. An on-load tap changer varies the turns ratio in steps (typically ±10% in 1–2% increments) to regulate voltage. In a power flow this is either a fixed parameter or a controlled variable with a target voltage — the latter making the problem harder, since taps are discrete.
Phase-shifting transformers (PSTs). By injecting a quadrature voltage, a PST changes the angle across itself and therefore directly controls active power flow through its branch. PSTs are the main means of steering flows in a meshed AC network and are deployed heavily on the borders of Poland, the Netherlands, Belgium, and Slovenia to manage loop flows.5 In a model, a PST introduces a controllable phase angle, which turns a linear flow problem into one with an additional decision variable.
Substations and switching
A substation is where branches meet. Its internal arrangement — single busbar, double busbar, breaker-and-a-half, ring bus — determines how much of the substation is lost when a single element fails, and therefore what N-1 means at that location.
For modelling, the key point from module 1 returns here: the electrical node is not the same as the physical substation. A double-busbar substation with a bus coupler open is two electrical nodes; with it closed, one. Operators use busbar splitting as a genuine congestion-management action, changing the network’s impedance matrix without moving a single megawatt of generation. Topology optimisation — treating switch states as decision variables — is an active research area precisely because this control is nearly free and largely unexploited.6
Reactive power and voltage support
Voltage is a local quantity, controlled by managing reactive power at or near the point of concern. The toolkit:
- Generator excitation — synchronous machines produce or absorb reactive power within a capability curve (the “D-curve”), and are the primary voltage regulators.
- Shunt reactors — absorb reactive power; used to counteract cable and lightly-loaded line charging.
- Shunt capacitors — supply reactive power; used to support voltage under heavy load. Their output falls with the square of voltage, which makes them least helpful exactly when voltage is already low.
- SVCs and STATCOMs — power-electronic devices giving continuous, fast reactive control. A STATCOM, being current-source-like, holds output better at depressed voltage than a capacitor bank.
- Synchronous condensers — synchronous machines without a prime mover, providing reactive power, short-circuit current, and inertia. Being retrofitted at scale in systems with high inverter penetration.
A model without reactive power (the DC approximation) is blind to all of this. That is acceptable for a market study and unacceptable for a connection study.
HVDC
High-voltage direct current links transfer power through converters at each end. Two technologies:
- LCC (line-commutated converter) — thyristor-based, mature, very high ratings, but consumes reactive power and requires a reasonably strong AC system at each end.
- VSC (voltage-source converter) — IGBT-based, can control active and reactive power independently, can energise a passive network (black start), and is the basis of essentially all new offshore and multi-terminal projects.7
Modelling-wise, an HVDC link is fundamentally different from an AC line: its flow is a decision variable, not a physical consequence. This is why HVDC is attractive for controlling flows and why embedded HVDC inside a meshed AC system changes the nature of the operational problem.
Generation
From the network’s point of view a generator is an injection with a reactive capability range and a control mode. The distinction that matters most today:
- Synchronous generation (thermal, hydro, nuclear) — rotating mass electromagnetically coupled to system frequency. Contributes inertia, which slows the rate of change of frequency after a disturbance, and high fault current, which protection relies on to detect and clear faults.
- Inverter-based resources (wind, solar PV, batteries, HVDC) — coupled through power electronics. No inherent inertia, fault current typically limited to ~1.1–1.5× rated, and behaviour defined by control software rather than physics. Grid-following inverters measure the grid’s voltage angle and inject relative to it, and therefore require a grid to already exist; grid-forming inverters impose a voltage waveform and can support or create one.8
The displacement of the first class by the second is the central technical challenge in grid modelling today, and module 6 returns to it.
Protection
Protection systems detect faults and open breakers within cycles. They rarely appear in steady-state models, but they constrain them in two ways: fault levels must remain high enough for relays to discriminate (a growing problem in inverter-dominated regions), and protection settings — particularly distance protection zones and load-encroachment behaviour — determine whether overloaded lines trip and turn a local overload into a cascade. Post-mortems of major blackouts almost always find protection acting correctly on a local view while worsening the system-wide outcome.9
Summary
The grid is a voltage hierarchy joined by transformers, carrying three-phase AC on lines and cables whose π-model parameters set how power divides, with reactive power managed locally and flows steered by phase shifters and HVDC. Each equipment class contributes specific parameters to a model — and each contributes behaviour that a coarser model deliberately discards.
Next: how this equipment becomes a dataset.
References
J. J. Grainger and W. D. Stevenson, Power System Analysis, McGraw-Hill, 1994, ch. 4–6. ↩︎
C. L. Fortescue, “Method of Symmetrical Co-ordinates Applied to the Solution of Polyphase Networks”, Trans. AIEE, vol. 37, 1918. ↩︎
CIGRE Working Group B1.47 and related technical brochures on long AC cable systems. cigre.org ↩︎
Commission Regulation (EU) 2015/1222 (CACM) and subsequent ACER decisions on capacity calculation; see also IEEE Std 738 on conductor thermal ratings. ↩︎
ENTSO-E, Phase Shift Transformers Modelling, technical document, 2015. entsoe.eu ↩︎
E. B. Fisher, R. P. O’Neill and M. C. Ferris, “Optimal Transmission Switching”, IEEE Trans. Power Systems, vol. 23, no. 3, 2008. ↩︎
N. Flourentzou, V. G. Agelidis and G. D. Demetriades, “VSC-Based HVDC Power Transmission Systems: An Overview”, IEEE Trans. Power Electronics, vol. 24, no. 3, 2009. ↩︎
NREL, Research Roadmap on Grid-Forming Inverters, NREL/TP-5D00-73476, 2020. nrel.gov/docs/fy21osti/73476.pdf ↩︎
U.S.–Canada Power System Outage Task Force, Final Report on the August 14, 2003 Blackout, 2004. energy.gov ↩︎