FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3155666788> ?p ?o ?g. }

• W3155666788 endingPage "116889" @default.
• W3155666788 startingPage "116889" @default.
• W3155666788 abstract "We describe a method for embedding advanced weather disturbance models in model predictive control (MPC) of energy consumption and climate management in buildings. The performance of certainty-equivalent controllers such as conventional MPC for smart energy systems depends critically on accurate disturbance forecasts. Commonly, meteorological forecasts are used to supply weather predictions. However, these are generally not well suited for short-term forecasts. We show that an advanced physical and statistical description of the disturbances can provide useful short-term disturbance forecasts. We investigate the case of controlling the indoor air temperature of a simulated building using stochastic differential equations (SDEs) and certainty-equivalent MPC using the novel short-term forecasting method. A Lamperti transformation of the data and the models is an important contribution in making this SDE-based approach work. Simulation-based studies suggest that significant improvements are available for the performance of certainty-equivalent MPC based on short-term forecasts generated by the advanced disturbance model: Electricity savings of 5%–10% while at the same time improving the indoor climate by reducing comfort violations by up to over 90%." @default.
• W3155666788 created "2021-04-26" @default.
• W3155666788 creator A5050946774 @default.
• W3155666788 creator A5054421707 @default.
• W3155666788 creator A5068587207 @default.
• W3155666788 date "2021-06-01" @default.
• W3155666788 modified "2023-10-18" @default.
• W3155666788 title "Advanced forecasting and disturbance modelling for model predictive control of smart energy systems" @default.
• W3155666788 cites W1554265087 @default.
• W3155666788 cites W1973509551 @default.
• W3155666788 cites W1983549564 @default.
• W3155666788 cites W1998005582 @default.
• W3155666788 cites W2004584144 @default.
• W3155666788 cites W2009845922 @default.
• W3155666788 cites W2022539494 @default.
• W3155666788 cites W2026551128 @default.
• W3155666788 cites W2027701333 @default.
• W3155666788 cites W2040533045 @default.
• W3155666788 cites W2047102661 @default.
• W3155666788 cites W2051987605 @default.
• W3155666788 cites W2053245039 @default.
• W3155666788 cites W2065675922 @default.
• W3155666788 cites W2089431628 @default.
• W3155666788 cites W2127626122 @default.
• W3155666788 cites W2166313543 @default.
• W3155666788 cites W2180271301 @default.
• W3155666788 cites W2294745102 @default.
• W3155666788 cites W2301932094 @default.
• W3155666788 cites W2318998031 @default.
• W3155666788 cites W2344040539 @default.
• W3155666788 cites W2527328725 @default.
• W3155666788 cites W2612477244 @default.
• W3155666788 cites W2744228549 @default.
• W3155666788 cites W2799827709 @default.
• W3155666788 cites W2802011801 @default.
• W3155666788 cites W2900932363 @default.
• W3155666788 cites W2917232486 @default.
• W3155666788 cites W2934853435 @default.
• W3155666788 cites W2934904372 @default.
• W3155666788 cites W2964302742 @default.
• W3155666788 cites W2991743107 @default.
• W3155666788 cites W3016726239 @default.
• W3155666788 cites W3023324603 @default.
• W3155666788 cites W3090789943 @default.
• W3155666788 cites W863118248 @default.
• W3155666788 cites W2526592527 @default.
• W3155666788 doi "https://doi.org/10.1016/j.apenergy.2021.116889" @default.
• W3155666788 hasPublicationYear "2021" @default.
• W3155666788 type Work @default.
• W3155666788 sameAs 3155666788 @default.
• W3155666788 citedByCount "19" @default.
• W3155666788 countsByYear W31556667882021 @default.
• W3155666788 countsByYear W31556667882022 @default.
• W3155666788 countsByYear W31556667882023 @default.
• W3155666788 crossrefType "journal-article" @default.
• W3155666788 hasAuthorship W3155666788A5050946774 @default.
• W3155666788 hasAuthorship W3155666788A5054421707 @default.
• W3155666788 hasAuthorship W3155666788A5068587207 @default.
• W3155666788 hasBestOaLocation W31556667881 @default.
• W3155666788 hasConcept C105795698 @default.
• W3155666788 hasConcept C121332964 @default.
• W3155666788 hasConcept C127413603 @default.
• W3155666788 hasConcept C151730666 @default.
• W3155666788 hasConcept C154945302 @default.
• W3155666788 hasConcept C172205157 @default.
• W3155666788 hasConcept C186370098 @default.
• W3155666788 hasConcept C18762648 @default.
• W3155666788 hasConcept C2775924081 @default.
• W3155666788 hasConcept C2777601987 @default.
• W3155666788 hasConcept C33923547 @default.
• W3155666788 hasConcept C39432304 @default.
• W3155666788 hasConcept C41008148 @default.
• W3155666788 hasConcept C47446073 @default.
• W3155666788 hasConcept C61797465 @default.
• W3155666788 hasConcept C62520636 @default.
• W3155666788 hasConcept C78519656 @default.
• W3155666788 hasConcept C86803240 @default.
• W3155666788 hasConceptScore W3155666788C105795698 @default.
• W3155666788 hasConceptScore W3155666788C121332964 @default.
• W3155666788 hasConceptScore W3155666788C127413603 @default.
• W3155666788 hasConceptScore W3155666788C151730666 @default.
• W3155666788 hasConceptScore W3155666788C154945302 @default.
• W3155666788 hasConceptScore W3155666788C172205157 @default.
• W3155666788 hasConceptScore W3155666788C186370098 @default.
• W3155666788 hasConceptScore W3155666788C18762648 @default.
• W3155666788 hasConceptScore W3155666788C2775924081 @default.
• W3155666788 hasConceptScore W3155666788C2777601987 @default.
• W3155666788 hasConceptScore W3155666788C33923547 @default.
• W3155666788 hasConceptScore W3155666788C39432304 @default.
• W3155666788 hasConceptScore W3155666788C41008148 @default.
• W3155666788 hasConceptScore W3155666788C47446073 @default.
• W3155666788 hasConceptScore W3155666788C61797465 @default.
• W3155666788 hasConceptScore W3155666788C62520636 @default.
• W3155666788 hasConceptScore W3155666788C78519656 @default.
• W3155666788 hasConceptScore W3155666788C86803240 @default.
• W3155666788 hasLocation W31556667881 @default.
• W3155666788 hasLocation W31556667882 @default.
• W3155666788 hasLocation W31556667883 @default.

• next