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https://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 | Citation: | 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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