Renewable Energy Mix Calculator
Optimal generation mix for target carbon reduction.
About this calculator
This calculator first normalizes your seven generation-source percentages to sum to exactly 100% (so entering shares that add to 98% or 103% won't distort the math), then computes a weighted-average lifecycle CO2 intensity using the median per-source emission factors published in the IPCC's Fifth Assessment Report (AR5) Working Group III, Annex III, Table A.III.2 — figures that include full lifecycle impacts like plant construction and fuel extraction, which is why nuclear, wind, and hydro all sit in the same low double-digit range (11-24 g CO2/kWh) despite being very different technologies, while coal's 820 g CO2/kWh dwarfs gas's 490. That intensity, multiplied by your total demand in TWh, gives current annual grid emissions in megatonnes. To find the renewable share needed for your target reduction, the calculator isolates the average emission intensity of just your fossil sources (coal, gas, oil, weighted by their actual shares) and calculates how much of that fossil generation must be displaced by new renewables — assumed to average 25 g CO2/kWh, a blend of wind, solar, and hydro — to hit the target intensity.
This is a static mix-swap model: it doesn't account for grid reliability constraints, storage needs, or the fact that real-world renewable buildout displaces different fossil sources at different rates, typically gas first as the flexible marginal source, before coal. Required renewable percentage is capped at 100% in the output, so a target reduction steep enough to mathematically require more than full renewable generation will simply show 100% rather than a number above it.
Inputs
Results
Required renewable share (%)
52.4%
Figures current as of 2014. Source: IPCC. Climate Change 2014: Mitigation of Climate Change. Working Group III Contribution to the Fifth Assessment Report, Annex III, Table A.III.2. Cambridge University Press, 2014.
How to Use This Calculator
- Enter percentage share for coal, gas, oil, nuclear, wind, solar, and hydro — they should sum to 100%.
- Set total electricity demand (TWh/yr) and your target CO₂ reduction (%).
- Review Weighted Grid Emission Factor, Required Renewable Share (%), and current grid CO₂ per TWh.
- Use the required renewable share as a planning target for utility-scale energy transition.
How the result changes with Target CO2 reduction (%)
| Target CO2 reduction (%) | Required renewable share (%) |
|---|---|
| 25 | 36.2% |
| 38 | 44.6% |
| 75 | 68.6% |
| 100 | 81% |
What each input means
- Coal (%)
- Coal's share of electricity generation.
- Natural gas (%)
- Natural gas share of generation.
- Oil (%)
- Oil-fired generation share.
- Nuclear (%)
- Nuclear power share.
- Wind (%)
- Wind energy share.
- Solar (%)
- Solar energy share.
- Hydro (%)
- Hydroelectric share.
- Total demand (TWh/yr)
- Annual electricity demand in terawatt-hours.
- Target CO2 reduction (%)
- Desired percentage reduction in grid CO2 emissions.
What each result means
- Required renewable share (%)
- Renewable generation needed to meet the CO2 reduction target.
- Current intensity (g CO2/kWh)
- Weighted average lifecycle CO2 intensity of current mix.
- Target intensity (g CO2/kWh)
- Grid intensity needed to meet reduction target.
- Current emissions (Mt CO2)
- Annual CO2 emissions from electricity generation.
- Target emissions (Mt CO2)
- Annual emissions after meeting the reduction target.
- Current renewable share (%)
- Current wind + solar + hydro percentage.
- Fossil % to replace
- Fossil generation share that must shift to renewables.
- Emissions avoided (Mt)
- Annual CO2 emissions avoided by meeting the target.
How this is calculated
Worked example, using the default values
- Identify Input Parameters4 parametersCoal (%) = 20, Natural gas (%) = 40, Oil (%) = 1, Nuclear (%) = 19 = 9 input(s) provided
- Calculate Required renewable shareRequired renewable share = Math52.4 = 52.4
- Calculate Current intensityCurrent intensity = (373.2 = 373.2
- Calculate Target intensityTarget intensity = currentIntensity * (1 - targetReductionPct / 100)186.6 = 186.6
Figures and sources
- Lifecycle GHG emission factors by generation source (median, g CO2-eq/kWh) (2014) — IPCC. Climate Change 2014: Mitigation of Climate Change. Working Group III Contribution to the Fifth Assessment Report, Annex III, Table A.III.2. Cambridge University Press, 2014.
Engine last updated . Checked against 1 independently-derived test — how we verify calculators. Built by Paul Gunder, a software engineer, not a licensed financial, medical, or legal professional.
Frequently Asked Questions
Why do my percentages get normalized instead of rejected if they don't add to 100%?
The calculator sums your seven generation-source inputs and scales each one by 100 divided by that total before doing anything else. So entering shares that add to 98% or 103% doesn't throw an error — it just rescales everything proportionally to fill 100%, meaning the relative balance between sources you entered is preserved even if the raw numbers you typed weren't perfectly normalized.
Why do nuclear, wind, and hydro all show similarly low CO2 intensity despite being very different technologies?
The emission factors used here are lifecycle figures from IPCC AR5 Working Group III's Annex III (Table A.III.2), meaning they include impacts from plant construction, fuel extraction, and other indirect sources, not just what comes out of the smokestack (or the lack of one) during operation. Nuclear, wind, and hydro all land in the 11-24 g CO2/kWh range because none of them burn fuel during generation, so their lifecycle footprint is dominated by construction and materials rather than ongoing combustion.
How does the calculator decide which fossil sources get replaced by renewables?
It doesn't distinguish between coal, gas, and oil individually — it computes one blended average intensity across all fossil generation weighted by each source's actual share, then calculates how much of that combined fossil percentage must shift to renewables (assumed to average 25 g CO2/kWh) to hit your target. In reality, gas is typically displaced first as the flexible marginal source before coal, but this static model doesn't capture that ordering.
What happens if my target reduction is so steep it would require over 100% renewables?
The required renewable share output is capped at 100% before display, so an infeasible target (one where the math would otherwise call for more renewable generation than the grid has room for) simply shows 100% rather than a number above it. That's a signal your target reduction can't be met through generation-mix swapping alone — it would need demand reduction or other measures alongside the mix change.
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