Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/72128
Title: Unit availability considerations in composite-system generation planning
Authors: Jirutitijaroen, P. 
Singh, C.
Keywords: E-Reliability system
Monte-carlo sampling
Power system optimization
Reliability
Sample-average approximation
Stochastic programming
Two-stage recourse model
Issue Date: 2008
Source: Jirutitijaroen, 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.
Abstract: his 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.
Source Title: Proceedings of the 10th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2008
URI: http://scholarbank.nus.edu.sg/handle/10635/72128
ISBN: 9781934325216
Appears in Collections:Staff Publications

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