FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891032392> ?p ?o ?g. }

• W2891032392 endingPage "733" @default.
• W2891032392 startingPage "722" @default.
• W2891032392 abstract "Recent years, renewable energy has taken growing penetration in power systems due to the energy shortage and environmental concerns. As a result, system operators encounter increasing difficulties in solving unit commitment optimization. In this paper, a data-driven unit commitment model is proposed to handle the hybrid uncertainties of wind power and future load. First, a non-parameter kernel density method is utilized to represent the above hybrid uncertainties, and a novel bandwidth selection strategy for the above method is then proposed to capture the inherent correlation between uncertainty representation and unit commitment. Second, a Monte Carlo simulation is developed to integrate the hybrid uncertainties into Value-at-Risk to get a comprehensive system reliability measurement. Third, considering that system operators might be interested in the inherent conflict between reliability and economy, minimizing operation costs and maximizing system reliability are taken as two objectives in the model. To get more practical schedules, the transmission line constraint is considered as well when building the mathematical model. Additionally, by integrating the reinforcement learning mechanism, a novel multi-objective particle swarm optimization algorithm is proposed to solve the complicated nonlinear model. Finally, several experiments were performed to demonstrate the effectiveness of this research." @default.
• W2891032392 created "2018-09-27" @default.
• W2891032392 creator A5001867908 @default.
• W2891032392 creator A5036511259 @default.
• W2891032392 creator A5047622041 @default.
• W2891032392 creator A5051901934 @default.
• W2891032392 date "2018-12-01" @default.
• W2891032392 modified "2023-10-10" @default.
• W2891032392 title "A data-driven approach for multi-objective unit commitment under hybrid uncertainties" @default.
• W2891032392 cites W1948305679 @default.
• W2891032392 cites W1964342496 @default.
• W2891032392 cites W1968231036 @default.
• W2891032392 cites W1983189246 @default.
• W2891032392 cites W1987483509 @default.
• W2891032392 cites W2006672150 @default.
• W2891032392 cites W2025964471 @default.
• W2891032392 cites W2056077169 @default.
• W2891032392 cites W2059792929 @default.
• W2891032392 cites W2062343321 @default.
• W2891032392 cites W2077689216 @default.
• W2891032392 cites W2079934979 @default.
• W2891032392 cites W2091509301 @default.
• W2891032392 cites W2106424475 @default.
• W2891032392 cites W2112159553 @default.
• W2891032392 cites W2131355461 @default.
• W2891032392 cites W2148438951 @default.
• W2891032392 cites W2151916800 @default.
• W2891032392 cites W2170206178 @default.
• W2891032392 cites W2175195964 @default.
• W2891032392 cites W2287228090 @default.
• W2891032392 cites W2317558501 @default.
• W2891032392 cites W2326833347 @default.
• W2891032392 cites W2327649234 @default.
• W2891032392 cites W2337797409 @default.
• W2891032392 cites W2342408507 @default.
• W2891032392 cites W2374131623 @default.
• W2891032392 cites W2419387301 @default.
• W2891032392 cites W2511035955 @default.
• W2891032392 cites W2560214921 @default.
• W2891032392 cites W2625776493 @default.
• W2891032392 cites W2626488989 @default.
• W2891032392 cites W2767696060 @default.
• W2891032392 cites W2964133298 @default.
• W2891032392 doi "https://doi.org/10.1016/j.energy.2018.09.008" @default.
• W2891032392 hasPublicationYear "2018" @default.
• W2891032392 type Work @default.
• W2891032392 sameAs 2891032392 @default.
• W2891032392 citedByCount "16" @default.
• W2891032392 countsByYear W28910323922018 @default.
• W2891032392 countsByYear W28910323922019 @default.
• W2891032392 countsByYear W28910323922020 @default.
• W2891032392 countsByYear W28910323922021 @default.
• W2891032392 countsByYear W28910323922023 @default.
• W2891032392 crossrefType "journal-article" @default.
• W2891032392 hasAuthorship W2891032392A5001867908 @default.
• W2891032392 hasAuthorship W2891032392A5036511259 @default.
• W2891032392 hasAuthorship W2891032392A5047622041 @default.
• W2891032392 hasAuthorship W2891032392A5051901934 @default.
• W2891032392 hasConcept C105795698 @default.
• W2891032392 hasConcept C116219307 @default.
• W2891032392 hasConcept C119599485 @default.
• W2891032392 hasConcept C121332964 @default.
• W2891032392 hasConcept C126255220 @default.
• W2891032392 hasConcept C127413603 @default.
• W2891032392 hasConcept C154945302 @default.
• W2891032392 hasConcept C158622935 @default.
• W2891032392 hasConcept C163258240 @default.
• W2891032392 hasConcept C188573790 @default.
• W2891032392 hasConcept C19499675 @default.
• W2891032392 hasConcept C200601418 @default.
• W2891032392 hasConcept C33923547 @default.
• W2891032392 hasConcept C41008148 @default.
• W2891032392 hasConcept C43214815 @default.
• W2891032392 hasConcept C62520636 @default.
• W2891032392 hasConcept C74750220 @default.
• W2891032392 hasConcept C78600449 @default.
• W2891032392 hasConcept C85617194 @default.
• W2891032392 hasConcept C89227174 @default.
• W2891032392 hasConceptScore W2891032392C105795698 @default.
• W2891032392 hasConceptScore W2891032392C116219307 @default.
• W2891032392 hasConceptScore W2891032392C119599485 @default.
• W2891032392 hasConceptScore W2891032392C121332964 @default.
• W2891032392 hasConceptScore W2891032392C126255220 @default.
• W2891032392 hasConceptScore W2891032392C127413603 @default.
• W2891032392 hasConceptScore W2891032392C154945302 @default.
• W2891032392 hasConceptScore W2891032392C158622935 @default.
• W2891032392 hasConceptScore W2891032392C163258240 @default.
• W2891032392 hasConceptScore W2891032392C188573790 @default.
• W2891032392 hasConceptScore W2891032392C19499675 @default.
• W2891032392 hasConceptScore W2891032392C200601418 @default.
• W2891032392 hasConceptScore W2891032392C33923547 @default.
• W2891032392 hasConceptScore W2891032392C41008148 @default.
• W2891032392 hasConceptScore W2891032392C43214815 @default.
• W2891032392 hasConceptScore W2891032392C62520636 @default.
• W2891032392 hasConceptScore W2891032392C74750220 @default.
• W2891032392 hasConceptScore W2891032392C78600449 @default.
• W2891032392 hasConceptScore W2891032392C85617194 @default.
• W2891032392 hasConceptScore W2891032392C89227174 @default.

• next