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Multi-output regression in electric power systems adequacy assessment using monte-carlo method

... this method, it is necessary to calculate the steady state for every state from a set of randomly generated states of the simulated system. This task refers to the definition of power shortages and power flows in the system and its nodes by solving the non-linear optimization problem with a large number of unknown values, the number of which depends on the size and complexity of the power system under consideration. This task is time-consuming, so the use of other, more effective approaches would reduce ...

Теги: adequacy assessment , energy power system , machine learning , monte-carlo , computational efficiency , electric power systems , learning systems , nonlinear programming , computational experiment , effective approaches , non-linear optimiza
Раздел: ИСЭМ СО РАН


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