Please use this identifier to cite or link to this item: https://scholarbank.nus.edu.sg/handle/10635/72128
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dc.titleUnit availability considerations in composite-system generation planning
dc.contributor.authorJirutitijaroen, P.
dc.contributor.authorSingh, C.
dc.date.accessioned2014-06-19T03:31:44Z
dc.date.available2014-06-19T03:31:44Z
dc.date.issued2008
dc.identifier.citationJirutitijaroen, P.,Singh, C. (2008). Unit availability considerations in composite-system generation planning. Proceedings of the 10th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2008 : 132-136. ScholarBank@NUS Repository.
dc.identifier.isbn9781934325216
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/72128
dc.description.abstracthis paper proposes a method for generation expansion planning including reliability considerations at the composite-system level. Probability distributions of capacity of additional units are included in the model. Using DC load flow model, the problem is formulated as a two-stage recourse model with the objective to minimize expansion cost. The expected power loss is included in the model as a constraint. Random uncertainties in generation, transmission lines, and load are included in the model resulting in a large number of system states. The expected power loss is then approximated using a technique called Sample-Average Approximation (SAA) with Monte Carlo sampling. The method is illustrated on a 24-bus IEEE-RTS.
dc.sourceScopus
dc.subjectE-Reliability system
dc.subjectMonte-carlo sampling
dc.subjectPower system optimization
dc.subjectReliability
dc.subjectSample-average approximation
dc.subjectStochastic programming
dc.subjectTwo-stage recourse model
dc.typeConference Paper
dc.contributor.departmentELECTRICAL & COMPUTER ENGINEERING
dc.description.sourcetitleProceedings of the 10th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2008
dc.description.page132-136
dc.identifier.isiutNOT_IN_WOS
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