# Basic Tools for Energy and Climate Analysis

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1 Basic Tools for Energy and Climate Analysis Week 3: Energy and Climate Policy PB AF 595 Michael Lazarus and Matt Steuerwalt

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3 A starter set IPAT and identifying key drivers Understanding units, energy (stock) vs. capacity (flow) Calculating emissions tc vs. tco2 multiple gases, GWP and tco2e Estimating emission reductions Always incremental to a counterfactual assumption or baseline scenario (need to be explicit) Understand what you re avoiding, don t avoid it twice Interpreting marginal abatement cost (MAC) curves Economic, technical, and achievable potentials (tco2e) Bottom-up abatement costs (\$t/co2)

4 Units See and use the unit conversion handout. There s also a handy conversion tool developed by IEA: Common physical units : Crude oil: barrels (bbl) or tons (t) Natural gas: cubic feet (cf) or cubic meters (cm) Coal: tons Common energy and power units: Electricity power - generation capacity in Watts (W, kw, MW..) energy - generation & consumption in Watthours (Wh, kwh, ) Anything energy BTUs or Quadrillion BTUs (Quads or or BTUs) Joules or Exajoules (EJ or J) Sometimes primary, sometimse final energy Oil-oriented lens BOE (barrels of oil equivalent) or TOE (tons oil equivalent) Coal-oriented lens TCE (tons coal equivalent)

5 Dan Kammen, ER100/200 lecture (2007) 1 microcentury = 10-6 century = 52 min, 36 seconds, introduced by Enrico Fermi as the standard duration of a lecture period

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7 Emission Factors of Fossil Fuels

8 Emissions = Activity Level x Emission Factor Activity Level Emission Factor Selected Data Sources Direct Fuel Use Fuel combusted (GJ, Btu, etc.) Fuel carbon content (tco2/gj, tco2/btu ) IPCC/UNFCCC inventory guidelines EPA national inventory EPA and EIA provide tools and data Electricity Energy generated or delivered (MWh) Emission rate (tco2/mwh) OR Heat rate/efficiency (Btu/kWh or MJ/kWh) times fuel carbon content Same as above IEA provides region/country averages IPCC has power plant efficiency estimates Other sources & gases Cement produced (tons), Rice production (acres flooded), etc. Various factors: tco2/t cement, tco2e/acre flooded (methane) etc. Same as above WRI/WBCSD GHG protocol More sophisticated approaches take into account fuel characteristics, technologies, oxidation factor, actual operation, etc. (e.g. IPCC guidelines, USEPA tools, GHG Protocol) Full fuel (of life) cycle emission factors can be important to consider (esp. liquid fuels) Metric units are the standard: metric tons (1.1 US short tons) more common (tco2, MtCO2 ), grams more precise (MgCO2, TgCO2.MgCO2 = tco2) Be careful to note the difference between average and marginal emissions rates! average electricity emission rates (for power plant, utility, region) used to characterize emissions marginal electricity emission rates used to estimate emission reductions (what is avoided same average vs. marginal concept can apply in other sectors

9 A few tricks of the trade Law of 70 (see Koomey, 2001 reading) recall that exponential growth rarely lasts forever Average coal power plant (33% efficient) GHG emissions 1.0 tco2e/mwh \$10/tCO2 1c/kWh Efficient natural gas power (50% efficient) GHG emissions 0.4tCO2e/MWh \$10/tCO2 0.4c/kWh Gasoline/diesel fuel 1 barrel = 42 gallons, so, \$100/barrel = ~ \$2.50/gallon \$1/gallon \$100/tCO2

10 Addressing multiple GHGs The table above shows the gases that together with CO2 form the Kyoto six-gas basket used for most GHG reporting. Source: WRI, 2005 pdf.wri.org/navigating_numbers.pdf USEPA, Inventory of U.S. Greenhouse Gas Emissions and Sinks:

11 Global Warming Potential (GWP) and tons CO2 equivalent A common numeraire for all Kyoto gases that: Compares their ability to trap heat in the atmosphere relative to CO2 Reflects the ratio of the timeintegrated radiative forcing from the instantaneous release of 1 kilogram (kg) of a trace substance relative to that of 1 kg of CO2 Common practice is to use IPCC Second Assessment Report, 100 year integration (as shown here) Unit: CO2 equivalents (gco2e or gco2eq). Mg of gas GWP Mg CO2 Eq USEPA, Inventory of U.S. Greenhouse Gas Emissions and Sinks:

12 Cost-effectiveness and bottom-up cost curves Combine cost-effectiveness and emissions reduction potential Area under curve yields total cost of avoided emissions. Options below x-axis (0) have net cost savings

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14 Calculating Bottom-up Mitigation Cost or Cost-Effectiveness CostEff \$ tco 2 NPV NPE j i \$ tco 2 NPV cumulative net present value of option at discount rate i, through future year t NPE cumulative discounted sum of emissions (E) at discount rate j (discount rate j makes big difference, commonly j = 0, choice generally undocumented) - difference between mitigation and reference (baseline) option

15 Cost Curves Bottom-up methods tend to produce step-wise cost curves (with some negative cost options); topdown methods tend to produce smoothly increasing ones (with no negative cost options) Step-wise curves provide a technique for screening and ranking GHG mitigation options, but limitations should be recognized Care should be taken to consider interdependencies among options (e.g. benefits of fuel switching in power sector may be reduced by end-use efficiency programs).

16 Cost curve from WA CAT process

17 \$/tco 2 e Cost and barrier considerations help identify opportunities and interventions x Technical mitigation options grouped by estimated mitigation costs Group 1 Remove non-market barriers to achieve economic benefit Transport efficiency Building efficiency Appliance efficiency Industry efficiency Urban design Group 2 - Establish carbon price/regulation and remove nonmarket barriers Some CCS (e.g. ecbm) Other methane (waste, fuel) Some wind, hydro, biomass Agriculture (soil carbon) Some forestry Some biofuels Fuel switch Power plant efficiency Non-CO 2 GHG (industry) Group 3 - Accelerate tech and institutional development CCS Safe nuclear Hydrogen/electric vehicles and infrastructure Biomass (with CCS) Advanced renewables (solar, wind w/ storage) Advanced biofuels (cellulosic) Avoided deforestation Advanced industrial processes Costs may decline over time due to R&D, learning, etc. Unidentified > ~25 > mitigation potential <\$100/t) GtCO 2 e

18 From cost curve to wedges Source: https://solutions.mckinsey.com/climatedesk/default.aspx

19 How much is enough? Source: https://solutions.mckinsey.com/climatedesk/default.aspx

20 Analytical Approaches to Mitigation Assessment Box SPM.2: Mitigation potential and analytical approaches The concept of mitigation potential has been developed to assess the scale of GHG reductions that could be made, relative to emission baselines, for a given level of carbon price (expressed in cost per unit of carbon dioxide equivalent emissions avoided or reduced). Mitigation potential is further differentiated in terms of market potential and economic potential. Market potential is the mitigation potential based on private costs and private discount rates, which might be expected to occur under forecast market conditions, including policies and measures currently in place, noting that barriers limit actual uptake [2.4].

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