<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Scenario-Based Model Predictive Operation Control of Islanded Microgrids"^^ . "We propose a model predictive control (MPC) approach for the operation of islanded microgrids that takes into account the stochasticity of wind and load forecasts. In comparison to worst case approaches, the probability distribution of the prediction is used to optimize the operation of the microgrid, leading to less conservative solutions. Suitable models for time series forecast are derived and employed to create scenarios. These scenarios and the system measurements are used as inputs for a stochastic MPC, wherein a mixed-integer problem is solved to derive the optimal controls. In the provided case study, the stochastic MPC yields an increase of wind power generation and decrease of conventional generation."^^ . "2015" . . . "IEEE"^^ . . "IEEE"^^ . . . . . . . . . . . . . . . . . . . . "Pantelis"^^ . "Sopasakis"^^ . "Pantelis Sopasakis"^^ . . "Alberto"^^ . "Bemporad"^^ . "Alberto Bemporad"^^ . . "Christian"^^ . "Hans"^^ . "Christian Hans"^^ . . "Carsten"^^ . "Reincke-Collon"^^ . "Carsten Reincke-Collon"^^ . . "Raisch"^^ . "Jörg"^^ . "Raisch Jörg"^^ . . . . "54th IEEE Conference on Decision and Control"^^ . . . . . "Osaka, Japan"^^ . . . . . . "Scenario-Based Model Predictive Operation Control of Islanded Microgrids (PDF)"^^ . . . . . . "HSBRR2015.pdf"^^ . . . "Scenario-Based Model Predictive Operation Control of Islanded Microgrids (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "Scenario-Based Model Predictive Operation Control of Islanded Microgrids (Other)"^^ . . . . . . "preview.jpg"^^ . . . "Scenario-Based Model Predictive Operation Control of Islanded Microgrids (Other)"^^ . . . . . . "medium.jpg"^^ . . . "Scenario-Based Model Predictive Operation Control of Islanded Microgrids (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #2780 \n\nScenario-Based Model Predictive Operation Control of Islanded Microgrids\n\n" . "text/html" . . . "QA Mathematics"@en . . . "QA75 Electronic computers. Computer science"@en . . . "T Technology (General)"@en . . . "TK Electrical engineering. Electronics Nuclear engineering"@en . .