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Because the uncertain parameters can be selected as the optimization parameters, the present method can provide more information about the optimization results than those obtained by the deterministic optimization.
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It can be seen from the real-time adjustments shown in Figs. 8, 9 and 10 that the power needing to be adjusted is largest when using the deterministic optimization scheme, followed by the stochastic optimization model, and it is smallest when using the fuzzy stochastic optimization model.
The DRO qualifying exam consists of two parts: the "stochastic modeling" and the "deterministic optimization" exam.
The impact of uncertainties on system response and safety levels may escape the deterministic optimization approach.
For the deterministic optimization period, (rho_{s} = 1).
Meanwhile, the robust optimization approach performs better than the deterministic optimization mode, and decreases the expected operation cost.
Section 2 formulates the deterministic optimization model for energy management of a CCHP microgrid.
Thus, for the H−1 time period, the deterministic optimization is at 15 minutes time resolution.
The deterministic optimization function fmincon was used for parameter estimation in both cases.
Only effective initialization can support the following fine estimation by deterministic optimization algorithms to get the global optimization.
That is, they firstly transformed the interval models into deterministic ones and then solved the resulting deterministic models by conventional deterministic optimization algorithms.
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