Title :
Offering Strategy Via Robust Optimization
Author :
Baringo, Luis ; Conejo, Antonio J.
Author_Institution :
Univ. Castilla-La Mancha, Ciudad Real, Spain
Abstract :
This paper provides a technique to build hourly offering curves for a price-taker producer participating in a pool. The technique relies on solving a sequence of robust mixed-integer linear programming problems. Instead of using price predictions as input data, price confidence intervals are considered. These intervals are successively divided into a sequence of nested subintervals, which allow formulating a collection of meaningful and easy-to-solve robust mixed-integer linear programming problems. The solutions of these problems provide adequate information to build hourly offering curves.
Keywords :
integer programming; linear programming; power markets; electricity market; price confidence intervals; price predictions; price taker producer; robust mixed integer linear programming; robust optimization; Electricity supply industry; Mixed integer linear programming; Optimization; Production; Robustness; Stochastic processes; Mixed-integer linear programming; optimal offering; pool; price-taker producer; robust optimization;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2010.2092793