Tutorial

Energy and Physical Infrastructure Literacy Tutorial

A practical tutorial on the physical systems that modern life runs on: electricity grids, water and sanitation, transportation, telecom, and the supply chains behind them. Aimed at non-specialists who want to read energy and infrastructure news with clear eyes and understand what's actually at stake.

Tutorial·Difficulty: Beginner·12 chapters·Updated Apr 21, 2026

Chapters

About this tutorial

A practical tour of the physical systems modern life runs on: electricity grids, water and sanitation, transportation, telecom, the supply chains behind them, and the climate and energy transition reshaping all of it.

Who This Is For

  • Software people who want to understand the physical layer under "the cloud"
  • Investors and analysts who keep encountering "capacity factor", "baseload", "grid-scale"
  • Journalists, policy staff, and voters who want to read energy debates with clearer eyes
  • Anyone who has flipped a light switch and wondered what actually happens

Contents

Fundamentals

  1. Introduction: What infrastructure is, why you should know how it works
  2. Electricity Basics: What electricity is, units (watts, volts, amps, kWh)

Core Concepts

  1. Generation: How electricity is made: coal, gas, nuclear, hydro, wind, solar
  2. The Grid: Transmission, distribution, balancing, frequency
  3. Water and Sanitation: Treatment, distribution, wastewater
  4. Transportation: Roads, rail, ports, aviation, the freight system

Advanced

  1. Telecom and Internet: Physical layer: cables, towers, data centres, what the cloud actually is
  2. Energy Economics: Capacity vs energy, capacity factors, marginal cost, merit order
  3. The Energy Transition: Renewables, storage, the hard parts, the realistic trajectory

Ecosystem

  1. Supply Chains: Raw materials, manufacturing, just-in-time vs resilience
  2. Climate and Infrastructure: What climate change means for physical systems

Mastery

  1. Best Practices: How to read infrastructure news, habits, the long view

How to Use This Tutorial

  1. Read sequentially. The electricity chapters (02 to 04) set up vocabulary used throughout
  2. Do the unit translations. "A kilowatt-hour" should stop being an opaque phrase by chapter 02
  3. Apply to your place. Where does your electricity come from? Where does your water? The answers sharpen the abstractions

Quick Reference

Electricity Units

Watt (W)           rate of energy use: 1 joule per second
Kilowatt (kW)      1,000 watts
Megawatt (MW)      1,000 kW or 1,000,000 watts
Gigawatt (GW)      1,000 MW

Watt-hour (Wh)     using 1 W for 1 hour = 3,600 joules of energy
Kilowatt-hour      the unit on your electricity bill; 1 kW for 1 hour
Megawatt-hour      1,000 kWh

Watts are power (rate). Watt-hours are energy (quantity). Confusing them is the most common infrastructure-news mistake.

Electricity Scale, Roughly

A phone charger            5 W
A LED lightbulb            10 W
A laptop                   30-60 W
A hair dryer              1,500 W (1.5 kW)
An electric kettle         2,000 W (2 kW)
A house, instantaneous     0.5 to 10 kW (varies)
A house, annual energy     ~10,000 kWh (US); ~4,000 kWh (UK)

A large wind turbine       3-10 MW capacity
A utility solar farm       50 MW to several GW
A natural gas plant        100 MW to 2 GW
A nuclear reactor          ~1 GW per unit
A large hydro dam          Up to 22 GW (Three Gorges)

A small country           ~1 GW peak demand
A large city              5-50 GW peak demand
The continental US grid   ~500-700 GW peak

The Core Tension

Electricity must be produced and consumed at the same instant.
A grid must balance supply and demand second by second.
Storage and flexibility exist; they are expensive.
Most of the interesting engineering is about that balance.

Learning Path Suggestions

The curious non-specialist (roughly 5 hours)

  1. Chapters 01 through 04 for electricity fundamentals
  2. Chapter 08 on energy economics (where news and economics meet)
  3. Chapter 09 on the energy transition
  4. Chapter 12 for habits

The investor / analyst (roughly 6 hours)

  1. Chapters 02 through 04 for unit literacy
  2. Chapter 08 on economics in detail
  3. Chapter 09 on transition
  4. Chapter 10 on supply chains
  5. Chapter 12 for reading signals

The software person curious about physical systems (roughly 5 hours)

  1. Chapters 02 through 04 for electricity
  2. Chapter 07 on telecom and internet infrastructure
  3. Chapter 08 on economics
  4. Chapter 10 on supply chains

Why This Matters

  • Infrastructure news is everywhere and most coverage assumes a vocabulary most readers don't have
  • The energy transition is the largest industrial project of the century; understanding the constraints beats the headlines
  • Climate adaptation requires infrastructure literacy: most climate policy is, in practice, infrastructure policy
  • AI's compute build-out is a physical-infrastructure story: data centres, transmission lines, power contracts
  • Resilience thinking is now mainstream in everything from national security to personal preparation; it starts with understanding the systems you depend on

Additional Resources

  • Electrify by Saul Griffith (the short version; a good, accessible argument about the transition)
  • The Grid by Gretchen Bakke (the US electric grid, deep and readable)
  • How the World Really Works by Vaclav Smil (sweeping, quantitative, essential)
  • Engineers of Victory by Paul Kennedy (historical; how infrastructure decides wars)
  • Without the Hot Air by David MacKay (rigorous, free online: withouthotair.com)
  • Our World in Data's Energy section
  • IEA reports for current trends
  • The Energy Institute's Statistical Review of World Energy

A Note on Numbers

This tutorial uses a lot of numbers. Infrastructure is a quantitative field; vague descriptions miss how much of the argument is about orders of magnitude. The specific numbers in the tutorial were correct at time of writing; many change year to year. The orders of magnitude mostly don't.

If a number feels off as you read it, check. The answers are mostly online, and the practice of checking is part of building literacy.