examining the operational impact of up to 35% wind, photovoltaics, and concentrating solar power on the WestConnect grid in Arizona, Colorado, Nevada, New Mexico, and Wyoming.I was particularly interested in the operational analysis, which was based on a computer simulation by GE. The simulation looked at 5 scenarios. In the first no wind was assumed and all electricity was generated by four generation sources, Nuclear, Coal, Combined cycle gas turbines, and hydroelectric generation. The second simulation assumed 11% renewables, 10% wind, and 1% solar. The third simulation assumed 20% wind and 3% solar, and the 4th simulation assumed 30% wind and 5% solar. Finally a simulation was run with the same 35% penetration, but using data from a week in July 2006, rather than the week in April 2006 assumed by the other studies. Peter Hawkins has argued that renewables penetration tends to displace Combined Cycles 'gas turbines, rather than coal fired steam plants, and that Open cycle Gas Turbines would be preferred to backup wind, because they would respond more quickly to sudden loss of generation or increased electrical demands. The GE simulations offer a chance to test Hawkins thesis, and the data suggests that indeed the GE simulations supported Hawkins hypothesis. At 11% penetration, only CCGT were displaced, but coal use was completely unaffected. At the 23% penetration level, most of the displacement effected CCGTs, but a small amount of coal displacement began to emerge. At the 35% penetration level for the week in April 2006, a considerable amount of coal generation was displaced, while CCGT use disappeared completely.. Finally the July 2006 simulation suggested that the summer wind problem was adversely impacting wind performance, at the same time electrical demand increased. The shortfall in wind performance had to be made up with CCGTs, and there was no coal displacement.
Estimates of CO2 emissions from CCGTs indicate that they produce about 0.8 pounds of CO2 per kWh of electricity generated. in contrast coal burning generators produce about 2 pounds of CO2 per kWh. Thus when CCGTs are displaced by renewables about 800 pounds or 0,4 tons of CO2 emissions are prevented per MW of electricity generated. When coal is displaced, about 1 ton of CO2 emissions are eliminated. Clearly then it is far more desirable from he viewpoint of carbon mitigation to displace coal burning plants, rather than CCGTs.
As with all National Renewables Energy Laboratory reports, the WWSIS made no attempt to compare renewables costs and performance with nuclear power. But a relatively simple thought experiment can yield some very telling results. First we can assume that nuclear power will displace coal rather than CCGT. The Energy Information Agency estimates that the levelized cost of Advanced Nuclear will be 119.0, or about 12 cents per kWh. If nuclear displaces coal at that cost, the cost of displacing one ton of CO2 would be $119. Now let us take the 11% renewables case. The 2016 levelized cost of wind is 149.3, while the levelized cost of solar thermal is 256.6. Thus the average levelized cost of the 11% renewables is 159.08, and the cost of displacing a ton of CO2 with renewables is $159.0 + transmission costs and other hidden cost of wind generation systems, and the added CO2 emissions of fossil fuel wind backups kept spinning. plus the added CO2 efficiencies of fossil fuel generators used in load leveling and load following roles. Since wind is displacing relatively carbon efficient CCGTs rather than carbon inefficient coal fired generating plants. each MW of CCGT power displaced would produce 800 pounds of CO2, rather than a ton of CO2 produced by the equivalent electrical output of a coal fired power plant. Thus carbon mitigation with the 11% wind April scenario will cost about $400 + hidden costs or over three times as much as nuclear power would costs.
dramatically as wind penetration rose to 30%. (Note scenario 4 in figure 8,2)

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