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Company CalPX / ISO / / Country United States / / / Event M&A / / IndustryTerm system control services / energy markets / integrated utilities / electricity market / realized total electricity demand / incumbent investor-owned electricity utilities / electricity / transportation / retained retail customers / electricity generation sector leads / electricity industry / overall electricity retail demand / electricity generation / electricity suppliers / electricity spot market / substitute products / electricity supply / endogenously-determined electricity futures / actual electricity generation / endogenously-determined electricity spot price / identical retailers / electricity spot / electricity market reforms / real-time imbalance energy market / real-time energy balance / overall electricity load / main electricity supply functions / electricity production / wholesale electricity / retail functions / electricity spot price / respective expected utilities / overall electricity demand / electricity futures / wholesale electricity markets / retail demand / ancillary services / demand management / system operator / electricity markets / energy / / Organization Management Sciences / U.S. Department of Energy / AS / Federal Energy Regulatory Commission / North American Electric Reliability Council / Institute for Operations Research and the Management Sciences / Western System Coordinating Council / / Person Ai / Lawrence Berkeley / / Position scheduling coordinator / Assistant Secretary / central controller / / ProvinceOrState California / / URL http / SocialTag 
LBNL[removed]Managing Electricity Reliability Risk Through the Futures Markets Afzal S. Siddiqui Environmental Energy Technologies Division