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Conference Paper: Real option evaluation of generation asset in spot market considering operation constraints

TitleReal option evaluation of generation asset in spot market considering operation constraints
Authors
KeywordsCvar
Generation Asset
Mean Reversion
Operation Constraint
Real Option
Spot Market
Var
Issue Date2007
Citation
2007 Ieee Power Engineering Society General Meeting, Pes, 2007 How to Cite?
AbstractAn improved method using real option theory is proposed in this paper for evaluation of generation asset investment in spot market under the deregulated environment. The adjusted model for the mean reversion process with long-term periodic mean is employed to describe the special characteristics of electricity price such as fluctuation, uncertainty and periodicity. In particular, the system operation constraints are taken into consideration in the model for the optimization of generators' outputs. Based on the established price model and optimization model, the generation asset to be invested is evaluated by adopting the approach of spread real option. Tools such as Value at Risk(VaR) and Conditional Value at Risk(CVaR) are applied for risk assessment. The validity of the proposed method is illustrated by implementing numerical simulation test on the IEEE 30 bus system. © 2007 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/158508
References

 

DC FieldValueLanguage
dc.contributor.authorZhou, Hen_US
dc.contributor.authorHou, Yen_US
dc.contributor.authorWu, Yen_US
dc.contributor.authorSun, Yen_US
dc.contributor.authorLiu, Ken_US
dc.contributor.authorSu, Jen_US
dc.date.accessioned2012-08-08T08:59:59Z-
dc.date.available2012-08-08T08:59:59Z-
dc.date.issued2007en_US
dc.identifier.citation2007 Ieee Power Engineering Society General Meeting, Pes, 2007en_US
dc.identifier.urihttp://hdl.handle.net/10722/158508-
dc.description.abstractAn improved method using real option theory is proposed in this paper for evaluation of generation asset investment in spot market under the deregulated environment. The adjusted model for the mean reversion process with long-term periodic mean is employed to describe the special characteristics of electricity price such as fluctuation, uncertainty and periodicity. In particular, the system operation constraints are taken into consideration in the model for the optimization of generators' outputs. Based on the established price model and optimization model, the generation asset to be invested is evaluated by adopting the approach of spread real option. Tools such as Value at Risk(VaR) and Conditional Value at Risk(CVaR) are applied for risk assessment. The validity of the proposed method is illustrated by implementing numerical simulation test on the IEEE 30 bus system. © 2007 IEEE.en_US
dc.languageengen_US
dc.relation.ispartof2007 IEEE Power Engineering Society General Meeting, PESen_US
dc.subjectCvaren_US
dc.subjectGeneration Asseten_US
dc.subjectMean Reversionen_US
dc.subjectOperation Constrainten_US
dc.subjectReal Optionen_US
dc.subjectSpot Marketen_US
dc.subjectVaren_US
dc.titleReal option evaluation of generation asset in spot market considering operation constraintsen_US
dc.typeConference_Paperen_US
dc.identifier.emailHou, Y:yhhou@eee.hku.hken_US
dc.identifier.authorityHou, Y=rp00069en_US
dc.description.naturelink_to_subscribed_fulltexten_US
dc.identifier.doi10.1109/PES.2007.385899en_US
dc.identifier.scopuseid_2-s2.0-42549125011en_US
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-42549125011&selection=ref&src=s&origin=recordpageen_US
dc.identifier.scopusauthoridZhou, H=7404742185en_US
dc.identifier.scopusauthoridHou, Y=7402198555en_US
dc.identifier.scopusauthoridWu, Y=7406898040en_US
dc.identifier.scopusauthoridSun, Y=7408368031en_US
dc.identifier.scopusauthoridLiu, K=23009288400en_US
dc.identifier.scopusauthoridSu, J=55177552000en_US

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