DocumentCode :
3666061
Title :
An assessment of the impact of stochastic day-ahead SCUC on economic and reliability metrics at multiple timescales
Author :
Hongyu Wu;Erik Ela;Ibrahim Krad;Anthony Florita;Jie Zhang;Bri-Mathias Hodge;Eduardo Ibanez; Wenzhong Gao
Author_Institution :
National Renewable Energy Laboratory, Golden, Colorado, USA
fYear :
2015
fDate :
7/1/2015 12:00:00 AM
Firstpage :
1
Lastpage :
5
Abstract :
This paper incorporates the stochastic day-ahead security-constrained unit commitment (DASCUC) within a multi-timescale, multi-scheduling application with commitment, dispatch, and automatic generation control. The stochastic DASCUC is solved using a progressive hedging algorithm with constrained ordinal optimization to accelerate the individual scenario solution. Sensitivity studies are performed in the RTS-96 system, and the results show how this new scheduling application would impact costs and reliability with a closer representation of timescales of system operations in practice.
Keywords :
"Stochastic processes","Reliability","Production","Load modeling","Automatic generation control","Optimization","Uncertainty"
Publisher :
ieee
Conference_Titel :
Power & Energy Society General Meeting, 2015 IEEE
ISSN :
1932-5517
Type :
conf
DOI :
10.1109/PESGM.2015.7286542
Filename :
7286542
Link To Document :
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