Title :
Integration of economic MPC, energy load and price estimation with Holt Winters models
Author :
Deossa, Pablo ; Marquez, Andres ; Espinosa, Jairo
Author_Institution :
Dept. de Energa Eectrica y Autom., Univ. Nat. de Colombia, Antioquia, Colombia
Abstract :
This work proposes a nominal economic model predictive control (MFC) that makes use of the Holt Winters model to estimate the load and spot price of the short term energy portfolio used as plant. The portfolio is composed by four energy forward agreements and the ability to buy energy in the spot market, the objective is to supply the energy required by the costumers minimizing the operation cost of the operation. The case of study is focused in the Colombian energy market.
Keywords :
power markets; predictive control; Holt Winters models; economic MPC; energy load; energy market; model predictive control; price estimation; short term energy portfolio; spot price; IEEE Xplore; Portfolios; Predictive models; Robustness;
Conference_Titel :
Transmission & Distribution Conference and Exposition - Latin America (PES T&D-LA), 2014 IEEE PES
Conference_Location :
Medellin
Print_ISBN :
978-1-4799-6250-1
DOI :
10.1109/TDC-LA.2014.6955199