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Filtering by: Creator Hosseini, Parnian

Multi-objective Optimization of Reservoir Operation Under Uncertainty with Robust and Flexible Decision Variables

Creator:

Hosseini, Parnian

Abstract:

Optimization of reservoir operation is involves various competing objectives for a scarce resource (water). To find the optimal operation of reservoirs, it is essential to consider multiple objectives simultaneously. There are various sources of uncertainty associated with the reservoir operation problem that should be considered as well. The overarching goal...

Resource Type:

Dissertation
Dimension reduction of decision variables for multireservoir operation: A spectral optimization model

Creator:

Chen, Duan, Leon, Arturo S., Gibson, Nathan L., and Hosseini, Parnian

Abstract:

Optimizing the operation of a multireservoir system is challenging due to the high dimension of the decision variables that lead to a large and complex search space. A spectral optimization model (SOM), which transforms the decision variables from time domain to frequency domain, is proposed to reduce the dimensionality. The...

Resource Type:

Article