Illustrative: a wind farm on a ridge with rotors turning and helical wakes, or a solar tower and its heliostat field

Risk Academy, led by the Nexus Consortium · Infrastructure, Energy and Industry · Department of Energy and Resources

Stability, adequacy and flexibility in power systems built on wind, solar and storage

Energy transition risk and grid integration

A power system dominated by wind, solar and batteries behaves differently from one built on spinning machines, and the risks change with it.

01Scope

What the discipline covers

The subtopics its courses and labs teach.

Courses
In preparation
Levels
In development
Labs
In development
  • Inverter-based resources and system inertia
  • Frequency and voltage stability
  • Grid-forming and grid-following inverters
  • Resource adequacy and loss-of-load expectation
  • Flexibility, storage and demand response
  • Transmission planning and interconnection queues
  • Blackouts, restoration and black start
  • Data centre demand growth
  • Supply chain risk for transformers, cables and batteries
02Maps

Build a twin of any place

Search any place or open the world; the layers and generators follow energy transition risk and grid integration on the planet map, the globe and in 3D.

Wellington and its harbour: a flat plan of the faculty twin. Terrain 0 to 523 m; 83,815 buildings in the box; 5,085 footprints in the core, 2,796 with an estimated height; Roads 176 km; Rail 99 km; 57 substations; 4 port; 2 airport; 5 hospitals; 8 railway stations; 4 water works; 2 power plants, 202 MW. Contours every 100 metres from the elevation grid; buildings as counts per cell; roads and rail by class; lifeline assets as marks; power plants as marks.
Wellington and its harbour, New Zealand. Flat plan of the same data. The 3D twin opens on devices that can draw it, once its data and code have been checked; the numbers are the same either way.
  • Terrain 0 to 523 m
  • 83,815 buildings in the box
  • 5,085 footprints in the core, 2,796 with an estimated height
  • Roads 176 km
  • Rail 99 km
  • 57 substations
  • 4 port
  • 2 airport
  • 5 hospitals
  • 8 railway stations
  • 4 water works
  • 2 power plants, 202 MW
Credits and dates per layer are listed under the stage. Relief in the twin is exaggerated ×1.5 for legibility.

Drag to move, right drag or Shift with a drag to turn and tilt, Ctrl with the wheel to zoom. Keyboard: arrows move, Shift with arrows turn and tilt, + and – zoom, 0 resets, V steps through the views, Escape clears.

Flat plan of the same data. The 3D twin opens on devices that can draw it, once its data and code have been checked; the numbers are the same either way.

The boundaries, names and designations shown do not imply any judgement on the legal status of any territory, or any endorsement or acceptance of such boundaries. Countries: Natural Earth (public domain).

03Live map

Energy now in New Zealand

Night-time lights, fires and gas flares, sunshine and heat, the signals of energy use, supply and demand, over New Zealand.

The interactive map needs JavaScript; the layer list and sources are below.

Layers 2

Energy now

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Blue Marble (NASA) · © OpenStreetMap contributors (ODbL) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

Energy now, framed on New Zealand.Satellite and model products as NASA publishes them, each with its own date. They are indicators, not assessments of any place.

Data: NASA GIBS · ASTER GDEM · Blue Marble · © OpenStreetMap contributors · Natural Earth · NASA EONETSources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • NASA Fire Information for Resource Management System (FIRMS), VIIRS 375 m active fire product, NASA LANCE; vector tiles via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • MERRA-2 reanalysis, NASA Global Modeling and Assimilation Office; distributed by the NASA GES DISC; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • MODIS and VIIRS atmosphere products, NASA LANCE and LAADS DAAC; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). Cite as: NASA/METI/AIST/Japan Spacesystems and U.S./Japan ASTER Science Team (2019). ASTER Global Digital Elevation Model V003. doi:10.5067/ASTER/ASTGTM.003. NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • © OpenStreetMap contributors (ODbL), via NASA GIBS (coastlines, boundaries, roads and place names). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). ODbL
  • Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, © OpenStreetMap contributors); Blue Marble imagery as an optional base; 3D terrain and the elevation read-out from the ASTER GDEM elevation colour index (5 m to 200 m classes, exaggerated for legibility). Boundaries are drawn as published and imply no position on any territory.
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.
  • Live events: NASA Earth Observatory Natural Event Tracker (EONET); events are indicative and keep their original source links.
  • NASA GIBS: We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS).
  • Past year, daily temperature (ERA5 via Open-Meteo): Contains modified Copernicus Climate Change Service information 2026.
  • Past year, daily temperature and sunshine (NASA POWER): These data were obtained from the NASA Langley Research Center (LaRC) POWER Project funded through the NASA Earth Science/Applied Science Program..
  • Weather data by Open-Meteo.com (https://open-meteo.com/), licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).
  • Optional layers (8 sources in the layer list: live, forecast, observed and context) print their provider credit on the map and here when switched on; forecasts are model output and derived indices are estimates.

Layers and dates

  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • Active fires and thermal anomalies: VIIRS NOAA-20 375 m (FIRMS), NASA LANCE FIRMS · 13 Oct 2026
  • Incoming sunlight at the surface over land, monthly mean: MERRA-2, NASA GMAO / GES DISC · July 2026
  • Daytime cloud fraction: MODIS Terra, NASA LANCE · 13 Oct 2026
  • Land surface temperature, day: VIIRS NOAA-20, NASA LANCE · 13 Oct 2026
  • Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE · 14 Oct 2026

04The subject

The subject, methods and measures and debates and bodies

The field and its scope

For grid planners, system operators, protection and control engineers, market analysts and regulators who need to assess stability, adequacy and flexibility in power systems with high shares of inverter-based generation.

05The method

From a tripped unit to a frequency nadir: inertia, the rate of change of frequency and the seconds that matter

A sudden loss of generation is a power imbalance; the kinetic energy stored in rotating machines sets how fast frequency falls; the seconds until fast reserve arrives set how far it falls; and whether the nadir stays above the load-shedding threshold is the question operators plan around.

Sources: Milano et al., Foundations and challenges of low-inertia systems (2018); Tielens and Van Hertem, The relevance of inertia in power systems (2016); Bialek, What does the GB power outage on 9 August 2019 tell us about the current state of decarbonised power systems? (2020); Hatziargyriou et al., Definition and classification of power system stability revisited and extended (2021).

06Signature

How energy transition risk and grid integration connects the sectors

Select corners to build a signature, then hover a line to read what each sector gives and receives.

Select corners · hover lines6 / 15 relations

Signature

Energy and its partners

Energy gives power for transport and telecoms to infrastructure (0.8), pumping and treatment to water (0.5) and fertiliser, machinery and cold chains to food (0.5).

W · E · I · F · H · B

Sectors
4 of 6
Relations
6 of 15
Coupling
0.46 share of total

Strongest relations in play

  • Energy → Infrastructure · power for transport and telecoms0.8
  • Water → Energy · cooling water and hydropower0.6
  • Water → Food · irrigation0.8
  • Infrastructure → Water · pipes, dams and treatment works0.6
Teaching values for a typical city-region, not measurements for any place. Coupling is the summed strength of the relations in play, as a share of all fifteen.
07At a glance

At a glance, hub, what is changing now and courses

Energy transition risk and grid integration at a glance

risksacademy.cominfrastructure-energydiscipline

Energy transition risk and grid integration: 0 primary courses open, 0 in preparation and 0 also taught here, across 9 subtopics. Courses: none yet.
Energy transition risk and grid integration at a glance
  • Open, 0
  • In preparation, 0
  • Subtopics, 9
Course codes from the curriculum; study levels L1 to L4.
Twin builderBuild a twin of any placeWorked example: Wellington and its harbour · 4 generators · 10 layers · 2 instruments
08Console

How Energy transition risk and grid integration is taught, as a process you can run

Press Play to run this process from this page's own data.

09Practice

Practice, learning and connections

How technology helps and what risk it brings

10Take part

Take part in Infrastructure, Energy and Industry

Start from who you are.

11References

Core references and where to begin

Start with Hatziargyriou, then Tielens, then Milano.

12Questions

Questions, answers and key terms

Is study here free?
Yes. Every course and learning material of Risk Academy, led by the Nexus Consortium, is free to study, self-paced or with a cohort. Ordinary participation has no fee; paid work, internships and fellowships are separate arrangements.
What does completing a course give me?
A completion record: the course, its version, the date and what was assessed, private by default and shared by you. It stacks into discipline, department and programme achievements. A record states what was studied and assessed and does not certify competence; it is not a licence, a professional title or an employment status.
Where do the data and the places come from?
Every faculty teaches on a twin of a real place built from open data; each layer carries its provider, licence and date, and every result on the Academy states its source. Maps and figures are indicators for teaching, never an assessment of a place.
How do I take part beyond the courses in energy transition risk and grid integration?
Form a competence cell of three to seven people, study a shared pathway, take a supervised assignment in the National Working Groups, or bring a cohort from your institution. For organisations.

Key terms

Term

Inverter-based resource

A generator or storage unit connected through power electronics, such as solar, wind or batteries.

Term

System inertia

The kinetic energy stored in rotating machines that slows frequency change after a disturbance.

Term

Grid-forming inverter

An inverter that sets voltage and frequency itself, so that it can support a grid with few synchronous machines.

Term

Loss-of-load expectation

The expected number of hours or days in a period when demand cannot be met.

ReportsContribute

Contribute evidence from this page.

Reports is the Consortium's quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

Risk Academy
Energy transition risk and grid integration

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Open courses in connected disciplines teach the methods this discipline will build on.

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Independence

Editors and the expert reviewers named on each article decide what we publish. Funders and partners do not review or approve articles before publication.

Licence

Articles: CC BY 4.0. Figures, maps, twins and data: CC BY 4.0. Other uses: ask through the permissions form.