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Characteristics of Wind and Solar Power For Decision Makers. Jay Apt. Tepper School of Business and Department of Engineering & Public Policy Carnegie Mellon University June 13, 2011. Briefing given to 2 sets of decision makers. FERC staff May 26, 2011
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Characteristics of Wind and Solar PowerFor Decision Makers Jay Apt Tepper School of Business and Department of Engineering & Public Policy Carnegie Mellon University June 13, 2011
Briefing given to 2 sets of decision makers • FERC staff May 26, 2011 • Jamie Simler, the Director of FERC’s Office of Energy Policy and Innovation; • Arnie Quinn, the Director of the Division of Economic and Technical Analysis within the FERC Office of Energy Policy and Innovation; • Ed Murrell, the Deputy Director of the Division of Economic and Technical Analysis • Aaron Bloom, the "forecasting guy" in that office. • Equinox Energy Summit June 5-9, 2011 • 17 Ontario and Canada federal government ministers and staff
Hydroelectric Wind Geothermal
Operating Wind Farms Wind farms > 5 MW
Extreme wind events are much more likely than predicted by Gaussian statistics Actual Texas data Gaussian (normal) statistics
Wind sometimes fails for many days Sum of ~1000 turbines
Smoothing by Adding Wind Farms… has diminishing returns Source: Katzenstein, W., E. Fertig, and J. Apt, The Variability of Interconnected Wind Plants. Energy Policy, 2010. 38(8): 4400-4410.
Wind Probably Does Too Source: Katzenstein, W., E. Fertig, and J. Apt, The Variability of Interconnected Wind Plants. Energy Policy, 2010. 38(8): 4400-4410.
Operating Solar PV Units > 5 MW
Comparison of Wind with Solar PV4.6 MW TEP Solar Array (Arizona) kW Minutes
Capacity Factor: 19% Nameplate capacity
Compensating Power Variable Power Firm Power + 1 Power = + Gas 2 Wind Time + n CO2 and NOx from natural gas that fills in
Final Comments • None of this means that wind or solar (if costs ever come down) can't be used at large scale, but wind/solar will require a portfolio of fill-in power (some with very high ramp rates, some with slow), good land use planning, and R&D to optimize emissions control for fast and deep ramping.
Thank you. Jay Apt apt@cmu.edu