Title :
Large-Scale Integration of Deferrable Demand and Renewable Energy Sources
Author :
Papavasiliou, Anthony ; Oren, Shmuel S.
Author_Institution :
Dept. of Ind. Eng. & Oper. Res., UC Berkeley, Berkeley, CA, USA
Abstract :
We present a stochastic unit commitment model for assessing the impacts of the large-scale integration of renewable energy sources and deferrable demand in power systems in terms of reserve requirements. We analyze three demand response paradigms for assessing the benefits of demand flexibility: the centralized co-optimization of generation and demand by the system operator, demand bids and the coupling of renewable resources with deferrable loads. We motivate coupling as an alternative for overcoming the drawbacks of the two alternative demand response options and we present a dynamic programming algorithm for coordinating deferrable demand with renewable supply. We present simulation results for a model of the Western Electricity Coordinating Council.
Keywords :
dynamic programming; power generation dispatch; power generation scheduling; renewable energy sources; Western Electricity Coordinating Council; centralized co-optimization; deferrable demand; demand flexibility; demand response paradigm; dynamic programming algorithm; large-scale integration; power systems; renewable energy sources; renewable supply; reserve requirements; stochastic unit commitment model; system operator; Load management; power generation scheduling; wind power generation;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2238644