CU Boulder — EVEN 2909 — Energy Systems & Decarbonization
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Energy Systems & Decarbonization

EVEN 2909: Introduction to Sustainability Engineering — Week 7

Evan A. Thomas, PhD, PE, MPH — University of Colorado Boulder — Fall 2026

1 — Title
Section 1
How the Grid Works
From power plant to light switch — the most complex machine ever built
2 — Section 1

What Is the Electric Grid?

The grid is a network that delivers electricity from producers to consumers. It must balance supply and demand in real time — every second of every day.

1.
Generation
2.
Transmission
3.
Distribution
4.
End Use

Generation

Power plants convert energy (fossil fuels, nuclear, wind, solar) into electricity. In the US, most power plants produce AC at 60 Hz.

Transmission

High-voltage lines (115–765 kV) carry power long distances. Higher voltage = lower current = less energy lost as heat (P = I²R).

Distribution

Transformers step voltage down (4–35 kV) for local delivery to homes and businesses. The poles and wires on your street.

End Use

Final step-down to 120/240V. Homes, commercial buildings, and industry consume electricity for lighting, heating, motors, and computing.

3 — The Grid

US Electricity Generation Mix (2025)

The US generates about 4,100 TWh of electricity per year. Natural gas is now the dominant source, having surpassed coal around 2016.

Natural Gas
43%
Nuclear
19%
Wind
11%
Coal
15%
Solar
6%
Hydro
6%

Source: EIA Electric Power Monthly, 2025. Coal was 52% of US generation in 2000 — now under 15%.

Key trend: Renewables (wind + solar) surpassed coal for the first time in 2022 and now generate more than 17% of US electricity.

4 — US Mix

Capacity vs. Generation

A power plant's nameplate capacity (in MW) is its maximum output. But no plant runs at full power 24/7. The capacity factor tells you how much energy it actually produces relative to its theoretical maximum.

Capacity Factor = Actual Energy Output / (Nameplate Capacity x Time)

93%
Nuclear
57%
Natural Gas (CC)
35%
Wind
25%
Solar PV
39%
Hydro

This is why installed solar capacity (GW) can be large but generation (TWh) can be modest. Wind and solar have lower capacity factors because the sun does not always shine and the wind does not always blow — not because the technology is flawed.

Source: EIA, 2024 capacity factor averages for US fleet.

5 — Capacity Factor

Peak Demand, Baseload, and Grid Management

Electricity demand fluctuates throughout the day. Grid operators must match supply to demand in real time — overproduction wastes energy, underproduction causes blackouts.

Baseload

The minimum level of demand over 24 hours. Traditionally served by plants that run continuously: nuclear, coal, large hydro. These are expensive to start and stop.

Peak Load

The maximum demand, typically late afternoon on hot summer days (air conditioning). Served by "peaker" plants — usually natural gas turbines that can ramp up in minutes.

Why This Is Hard

  • No large-scale storage: Most electricity must be used the instant it is generated
  • Frequency regulation: The grid must maintain exactly 60 Hz or equipment fails
  • Weather: A heat wave can spike demand by 30%+ in hours
  • Renewables add variability: Cloud cover can drop solar output in minutes

Think about it: Your lights do not dim when you turn on the microwave because grid operators are constantly adjusting generation — second by second.

6 — Grid Management

Colorado's Grid: Xcel Energy & the Shift

Xcel Energy is the largest electric utility in Colorado, serving about 1.5 million customers along the Front Range. Colorado is in the middle of one of the most aggressive coal-to-renewables transitions in the country.

Then: Coal Country

  • In 2005, coal generated ~70% of Colorado's electricity
  • Comanche 3 (Pueblo) was the last coal plant built in Colorado (2010)
  • Mining communities in northwest Colorado depended on coal jobs

Now: Rapid Transition

  • Xcel plans to close all Colorado coal plants by 2030
  • Colorado's Renewable Energy Standard: 100% clean electricity by 2040
  • Wind farms in eastern Colorado, solar in the San Luis Valley

The Challenge

  • Transmission: Renewable energy is generated far from Denver, where demand is highest
  • Winter peaks: Colorado has cold winter evenings when solar is unavailable
  • Workforce transition: Craig and Hayden losing coal plant jobs
  • Grid reliability during extreme cold events (Winter Storm Uri, 2021)

Local connection: CU Boulder's campus electricity comes from Xcel Energy. The university has committed to carbon neutrality.

7 — Colorado Grid
Section 2
Renewable Energy Engineering
How solar panels, wind turbines, and batteries actually work
8 — Section 2

Solar PV: The Photovoltaic Effect

How It Works

  1. Photons from sunlight hit a silicon semiconductor
  2. Photon energy knocks electrons loose from silicon atoms
  3. A p-n junction (doped silicon layers) creates an electric field
  4. The field pushes freed electrons in one direction → DC current
  5. An inverter converts DC to AC for the grid

Efficiency

  • Typical commercial panels: 20–23% efficient
  • Lab record (multi-junction): >47%
  • Theoretical max for single-junction silicon: ~33% (Shockley-Queisser limit)

The Cost Revolution

Solar module costs have fallen 99% since 1976. This is the most dramatic cost decline of any energy technology in history.

$76
1977
$12
1990
$4.50
2005
$0.50
2015
$0.20
2025

Solar module price per watt ($/W), inflation-adjusted.

9 — Solar PV

Wind Energy Engineering

How a Wind Turbine Works

  1. Wind pushes on aerodynamic blades, creating lift (like an airplane wing turned sideways)
  2. Blades spin a rotor connected to a gearbox
  3. The gearbox increases rotation speed to drive a generator
  4. Generator converts mechanical energy to electricity

Key Physics

Power in wind = ½ ρ A v³

Power scales with the cube of wind speed. Double the wind speed → 8x the power. This is why turbines are getting taller (to reach stronger, steadier winds).

Betz Limit: Maximum theoretical efficiency is 59.3% — no turbine can capture more than that.

Onshore vs. Offshore

Onshore Wind

Mature, cheap ($20–40/MWh). Turbines up to 7 MW. Capacity factors 30–45%. Eastern Colorado has excellent wind resources.

Offshore Wind

Stronger, steadier winds. Turbines up to 15 MW. Higher capacity factors (40–55%) but 2–3x the cost. Growing rapidly in Europe; early stage in the US (Vineyard Wind, MA).

Scale

Modern onshore turbines: 100m+ hub height, 170m rotor diameter. A single turbine can power 2,500 homes. Eastern Colorado wind farms are some of the largest in the country.

10 — Wind

Energy Storage

Storage is the key to integrating variable renewables. Without it, we need fossil fuel backup for when the sun is not shining and the wind is not blowing.

Lithium-Ion Batteries

  • Dominant technology for grid storage (4+ hour duration)
  • Cost dropped 97% since 1991: ~$140/kWh in 2024
  • Fast response — milliseconds to ramp up
  • Best for short-duration storage (2–8 hours)
  • Supply chain concerns: lithium, cobalt, nickel

Pumped Hydro Storage

  • 93% of global grid storage capacity
  • Pump water uphill when power is cheap, release through turbines when needed
  • Decades of lifespan, very large scale
  • Limited by geography (need elevation difference)

Emerging Technologies

Flow Batteries

Liquid electrolytes in tanks. Scale storage by adding more electrolyte. Good for long-duration (10+ hours). Iron-air and vanadium redox types.

Compressed Air (CAES)

Compress air into underground caverns when power is cheap. Release through a turbine to generate electricity. Two plants operating worldwide.

Thermal Storage

Store energy as heat in molten salt, sand, or bricks. Can store energy for days. Being piloted for industrial heat applications.

11 — Storage

Grid Integration: The Duck Curve

As solar capacity grows, midday electricity supply exceeds demand. The resulting net load curve (demand minus solar) looks like a duck. This creates two problems:

The Problem

  • Midday oversupply: Solar floods the grid around noon, pushing prices negative. Generation must be curtailed (wasted).
  • Evening ramp: As the sun sets, demand rises for heating, cooking, and lighting. Gas plants must ramp up extremely fast (the duck's "neck").
  • Curtailment: California curtailed 2.4 TWh of solar and wind in 2023 — enough to power 300,000+ homes.

Solutions

  • Battery storage: Charge at midday, discharge in the evening
  • Demand response: Shift EV charging, water heating, and industrial loads to midday
  • Transmission: Move power to regions where the sun has already set
  • Overbuilding: Build more solar than you "need" because curtailed solar is still cheap
  • West-facing solar: Panels aimed west generate more in the afternoon when it is needed most
Interactive: Global solar energy consumption — Our World in Data
12 — Duck Curve

Nuclear Energy: The Debate

Nuclear power provides ~19% of US electricity with zero direct carbon emissions. It is the largest source of clean electricity in the country. But it is deeply controversial.

How Fission Works

  1. Uranium-235 atoms are split by neutrons
  2. Each fission releases energy + 2–3 more neutrons
  3. Chain reaction is controlled by moderator rods
  4. Heat boils water → steam drives a turbine

Small Modular Reactors (SMRs)

  • Factory-built, 50–300 MW (vs. 1,000+ MW for conventional)
  • Passive safety systems (no operator action needed in emergency)
  • NuScale received first US SMR certification in 2023
  • Could replace retiring coal plants on existing sites
Arguments For
  • Highest capacity factor (93%)
  • Zero carbon during operation
  • Small land footprint
  • Reliable baseload 24/7/365
  • Existing fleet prevents ~500 Mt CO2/year in the US
Arguments Against
  • Very high upfront costs ($10B+ per plant)
  • Long construction times (10–20 years)
  • Radioactive waste storage (10,000+ years)
  • Accident risk (Fukushima, Chernobyl)
  • Nuclear proliferation concerns
13 — Nuclear
Section 3
Decarbonization Pathways
Getting from 36 billion tons of CO2 per year to net zero
14 — Section 3

The Carbon Budget

The carbon budget is the total amount of CO2 humanity can still emit while keeping warming below a specific target. It is a finite quantity — like a bank account we are rapidly draining.

~250 Gt
Remaining for 1.5°C (50% chance)
~40 Gt/yr
Current annual CO2 emissions
~6 years
At current rate until budget exhausted

At current emission rates, the 1.5°C carbon budget will be exhausted around 2030. The 2°C budget (~1,150 Gt remaining) gives us roughly until 2050 — but only if emissions begin declining now.

Interactive: Annual CO2 emissions by country — Our World in Data

Source: IPCC AR6, 2023. Carbon budget estimates from the start of 2023.

15 — Carbon Budget

US Emissions by Sector

Decarbonization requires tackling every sector of the economy. Each has different challenges and solutions.

Transportation
29%
Electricity
25%
Industry
23%
Buildings
13%
Agriculture
10%

Source: EPA Greenhouse Gas Inventory, 2024. Percentages of total US GHG emissions.

Key insight: Cleaning up the electricity sector is the foundation of all other decarbonization — because electrifying transport, buildings, and industry only reduces emissions if the grid itself is clean.

16 — Sector Emissions

Electrify Everything

The core strategy: replace fossil fuel combustion with electric alternatives powered by a clean grid. Electrification is more efficient because electric motors and heat pumps waste far less energy than combustion.

Transportation

  • EVs are 3–4x more efficient than gas cars (85% vs. 20–25% energy conversion)
  • US EV sales: ~9% of new cars in 2024, growing fast
  • Trucks, buses, and delivery vans are electrifying
  • Charging infrastructure is the bottleneck, not battery tech

Buildings

  • Heat pumps: 2–4x more efficient than gas furnaces (they move heat rather than generate it)
  • Induction stoves: faster, safer, no indoor air pollution
  • Heat pump water heaters: cut water heating energy by 60%

Industry

  • Electric arc furnaces for steel (already 70% of US steel)
  • Industrial heat pumps for temperatures up to 200°C
  • Electric boilers for process heat

The Efficiency Advantage

A natural gas furnace is 80–95% efficient: burns gas, makes heat.

A heat pump achieves 200–400% efficiency: uses 1 kWh of electricity to move 2–4 kWh of heat from outside air into your home. It is not creating heat — it is moving it.

17 — Electrify Everything

Hard-to-Abate Sectors & Carbon Capture

Some sectors cannot easily electrify. These "hard-to-abate" sectors account for ~30% of global emissions and need alternative solutions.

Why They Are Hard

Cement

8% of global CO2. Heating limestone to 1,450°C releases CO2 chemically (not just from fuel). No easy substitute for the chemical reaction.

Steel

7% of global CO2. Blast furnaces use coke (from coal) to remove oxygen from iron ore. Green hydrogen can replace coke — but at higher cost.

Aviation & Shipping

~5% of global CO2. Batteries are too heavy for long-haul flights. Sustainable aviation fuels (SAFs) and green ammonia/methanol for ships are early-stage solutions.

Carbon Capture Approaches

Point-Source Capture

Capture CO2 from smokestacks at power plants or cement factories. Proven technology but expensive ($50–120/ton). CO2 is compressed and stored underground.

Direct Air Capture (DAC)

Giant fans pull air through chemical filters that bind CO2. Much more expensive ($400–1,000/ton) because atmospheric CO2 is only 0.04%. Climeworks (Iceland) operates the largest DAC plant.

Geological Storage

Captured CO2 is injected into deep saline aquifers or depleted oil reservoirs. Must be monitored for leakage over centuries. Capacity is vast — trillions of tons globally.

18 — Hard-to-Abate

The Hydrogen Rainbow

Hydrogen is not an energy source — it is an energy carrier. It takes energy to produce hydrogen, and how you make it determines its climate impact.

Gray Hydrogen
Steam Methane Reforming
Natural gas + steam → H2 + CO2. Cheapest method (~$1–2/kg). Produces ~10 tons CO2 per ton of H2. This is 95% of current hydrogen production.
Blue Hydrogen
SMR + Carbon Capture
Same as gray but CO2 is captured and stored. Captures 85–95% of emissions. Cost: ~$2–3/kg. Depends on CCS infrastructure and methane leak rates.
Green Hydrogen
Electrolysis + Renewables
Electricity splits water → H2 + O2. Zero carbon if powered by renewables. Cost: ~$4–7/kg today, projected $1–2/kg by 2030. The goal.

Where hydrogen makes sense: Steelmaking, long-haul trucking, ammonia production (fertilizer), shipping fuel, seasonal energy storage. It does not make sense for passenger cars or home heating — direct electrification is far more efficient for those applications.

19 — Hydrogen
Section 4
Energy Access & Justice
Who benefits from the energy transition — and who gets left behind?
20 — Section 4

Global Energy Access

Energy is foundational to human development. Without it, you cannot refrigerate vaccines, run a hospital, study after dark, or pump clean water.

770M
People without electricity
2.3B
Without clean cooking
80%
Of unelectrified in Sub-Saharan Africa

The Paradox

The people with the least access to energy have contributed the least to climate change. Sub-Saharan Africa is responsible for ~3% of cumulative global CO2 emissions but is disproportionately harmed by climate impacts.

Energy access and climate mitigation are not in conflict: providing electricity to all 770 million unelectrified people would add less than 1% to global emissions.

Energy Poverty in the US

  • Energy burden: Low-income households spend 8–10% of income on energy (vs. 3% for median households)
  • Millions face utility shutoffs each year, especially in extreme heat and cold
  • Older housing stock has poor insulation, inefficient appliances
  • Communities of color face higher energy burdens on average
Interactive: Share of population with access to electricity — Our World in Data
21 — Energy Access

Just Transition & Distributed Energy

What Happens to Fossil Fuel Workers?

The US coal industry employed ~40,000 workers in 2024 (down from 90,000 in 2012). These are real people in real communities — Craig, CO; Gillette, WY; Appalachian towns.

  • Retraining programs: Federal and state programs to transition workers to clean energy jobs (solar installation, wind maintenance, grid modernization)
  • Economic diversification: New industries for coal communities (data centers, outdoor recreation, advanced manufacturing)
  • Community investment: Tax revenue replacement for communities that lose coal plant taxes
  • Timeline matters: Announcing a 2030 closure in 2024 gives 6 years to plan; announcing it in 2029 is a crisis

Distributed Energy

Rooftop Solar

Generates power at the point of use. Reduces transmission losses. But upfront cost excludes renters and low-income households.

Community Solar

Shared solar arrays where anyone can subscribe for a share of the output. Colorado has one of the strongest community solar programs in the US.

Microgrids

Self-contained local grids that can operate independently. Critical for resilience during outages. Used in hospitals, military bases, island communities, and rural developing regions.

Justice question: If rooftop solar lets wealthy homeowners reduce their grid payments, who pays to maintain the shared grid that everyone depends on?

22 — Just Transition
Section 5
Colorado & CU Boulder
Our state, our university, your career
23 — Section 5

Colorado & CU Boulder

Colorado's Clean Energy Policy

  • Renewable Energy Standard: 100% clean electricity by 2040 for investor-owned utilities
  • Greenhouse Gas Roadmap: 50% reduction by 2030, 90% by 2050 (from 2005 levels)
  • Xcel Coal Retirements: Comanche 1 & 2 (Pueblo) closing by 2030; Pawnee (Brush) by 2028
  • Colorado Energy Office: Incentives for EVs, heat pumps, weatherization, community solar
  • NREL (National Renewable Energy Laboratory) is 20 minutes from campus in Golden, CO

CU Boulder

  • Committed to Scope 1 & 2 carbon neutrality
  • On-campus solar installations, building efficiency upgrades
  • Renewable Energy Certificates (RECs) to offset remaining grid emissions
  • Research centers: RASEI (Renewable and Sustainable Energy Institute), CIRES, CEAE

Career Opportunities

Clean energy is the fastest-growing job sector in the US. Colorado is a national hub.

Engineering Roles

Solar/wind project design, grid modernization, battery system integration, building energy modeling, EV charging infrastructure.

Policy & Finance

Utility regulation, carbon markets, ESG analysis, climate policy, energy access programs.

Research & Innovation

NREL, universities, startups. Next-gen solar, green hydrogen, long-duration storage, grid AI, carbon capture.

Colorado Companies

Xcel Energy, Vestas (wind, in Brighton), Solid Power (batteries, Louisville), Crusoe Energy, Sundrop Fuels, NREL.

24 — Colorado & CU

Key Takeaways

43%
US electricity from gas
99%
Solar cost decline since 1976
~6 yrs
Until 1.5°C budget exhausted
770M
People without electricity
  1. The grid is an engineering marvel that must balance supply and demand every second — and we are fundamentally rebuilding it
  2. Renewables are now the cheapest source of new electricity in most of the world. The question is no longer "if" but "how fast"
  3. Storage is the key enabler: Batteries, pumped hydro, and emerging technologies make variable renewables dispatchable
  4. Electrification is the strategy: Clean grid + electric everything = deep decarbonization for most sectors
  5. Hard-to-abate sectors (cement, steel, aviation) need hydrogen, carbon capture, and process innovation
  6. Justice must be central: Energy access for the global poor, a fair transition for fossil fuel workers, and equitable distribution of clean energy benefits
Discussion Question

Should Colorado prioritize closing coal plants faster, or invest in making the transition easier for affected communities?

Is this a false choice? What would a plan that does both look like? What role should CU Boulder graduates play?

25 — Takeaways