DocumentCode :
1471967
Title :
Integrated risk management of hydro power scheduling and contract management
Author :
Mo, Birger ; Gjelsvik, Anders ; Grundt, Asbjørn
Author_Institution :
Energy Res., SINTEF, Trondheim, Norway
Volume :
16
Issue :
2
fYear :
2001
fDate :
5/1/2001 12:00:00 AM
Firstpage :
216
Lastpage :
221
Abstract :
The paper describes the implementation of a new integrated tool for risk management in hydropower systems. Earlier practice in Scandinavia has been to separate operations scheduling and contract management. In the present approach operation scheduling and hedging by future contacts are integrated in one model. The risk level is controlled by setting revenue targets. Revenues below target are penalized; this implicitly defines a revenue utility function to reduce risk. The possibility of dynamically changing the future contract portfolio is now represented. The resulting large stochastic dynamic optimization problem is solved using a combination of stochastic dynamic programming and stochastic dual dynamic programming. Simulations for a test case show that the profit in the lower range is considerably improved with the new tool. The approach can be useful for hydropower companies that face price risks in addition to the inflow uncertainty, as is the case in a deregulated system
Keywords :
contracts; dynamic programming; hydroelectric power; power generation scheduling; risk management; stochastic processes; Scandinavia; contract management; deregulated system; future contract portfolio; hedging; hydro power scheduling; hydropower systems; inflow uncertainty; integrated risk management; operations scheduling; price risks; revenue targets setting; revenue utility function; risk level control; stochastic dual dynamic programming; stochastic dynamic optimization; stochastic dynamic programming; Contracts; Dynamic programming; Hydroelectric power generation; Portfolios; Power system management; Power system modeling; Risk management; Stochastic processes; Testing; Uncertainty;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/59.918289
Filename :
918289
Link To Document :
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