FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3042934976> ?p ?o ?g. }

• W3042934976 endingPage "110307" @default.
• W3042934976 startingPage "110307" @default.
• W3042934976 abstract "Reducing peak demand is an important cost-saving measure for small and medium enterprises (SMEs) because electricity tariff menus often include a demand charge determined by the yearly highest demand. SMEs are incentivized to reduce the peak demand; thus, information provision services that are suitable for a wide range of SMEs and send alerts about the possibility of exceeding contract demand are needed. We developed a demand forecasting method that incorporated a modified version of support vector regression using only smart meter data and actual weather data as input. We assumed that peak demand alerts are sent to each SME when the forecasted demand exceeds the predefined precaution threshold. The proposed method also has a parameter for intervals of forecasted demand, which controls trade-off between recall and precision of the alerts. Using smart meter data from 273 SMEs, we evaluated the performance of the alerts. Recall was 75.4% for the 1-h-ahead point forecast and 86.9% for the 24-h-ahead interval forecast in one of the best cases." @default.
• W3042934976 created "2020-07-23" @default.
• W3042934976 creator A5045942004 @default.
• W3042934976 creator A5071092810 @default.
• W3042934976 date "2020-10-01" @default.
• W3042934976 modified "2023-09-23" @default.
• W3042934976 title "Peak demand alert system based on electricity demand forecasting for smart meter data" @default.
• W3042934976 cites W1814281852 @default.
• W3042934976 cites W1974712709 @default.
• W3042934976 cites W2008084603 @default.
• W3042934976 cites W2016166216 @default.
• W3042934976 cites W2019949418 @default.
• W3042934976 cites W2071151783 @default.
• W3042934976 cites W2083020303 @default.
• W3042934976 cites W2130608062 @default.
• W3042934976 cites W2220560459 @default.
• W3042934976 cites W2232980359 @default.
• W3042934976 cites W2281071090 @default.
• W3042934976 cites W2346516688 @default.
• W3042934976 cites W2518287600 @default.
• W3042934976 cites W2597866042 @default.
• W3042934976 cites W2604099671 @default.
• W3042934976 cites W2604389850 @default.
• W3042934976 cites W2786918196 @default.
• W3042934976 cites W2790566149 @default.
• W3042934976 cites W2793120295 @default.
• W3042934976 cites W2963192981 @default.
• W3042934976 cites W3099335192 @default.
• W3042934976 doi "https://doi.org/10.1016/j.enbuild.2020.110307" @default.
• W3042934976 hasPublicationYear "2020" @default.
• W3042934976 type Work @default.
• W3042934976 sameAs 3042934976 @default.
• W3042934976 citedByCount "13" @default.
• W3042934976 countsByYear W30429349762021 @default.
• W3042934976 countsByYear W30429349762022 @default.
• W3042934976 countsByYear W30429349762023 @default.
• W3042934976 crossrefType "journal-article" @default.
• W3042934976 hasAuthorship W3042934976A5045942004 @default.
• W3042934976 hasAuthorship W3042934976A5071092810 @default.
• W3042934976 hasConcept C114614502 @default.
• W3042934976 hasConcept C119599485 @default.
• W3042934976 hasConcept C121332964 @default.
• W3042934976 hasConcept C127413603 @default.
• W3042934976 hasConcept C1276947 @default.
• W3042934976 hasConcept C134560507 @default.
• W3042934976 hasConcept C136764020 @default.
• W3042934976 hasConcept C144133560 @default.
• W3042934976 hasConcept C147940328 @default.
• W3042934976 hasConcept C151011524 @default.
• W3042934976 hasConcept C155202549 @default.
• W3042934976 hasConcept C162324750 @default.
• W3042934976 hasConcept C163258240 @default.
• W3042934976 hasConcept C193809577 @default.
• W3042934976 hasConcept C206658404 @default.
• W3042934976 hasConcept C2776060655 @default.
• W3042934976 hasConcept C2778067643 @default.
• W3042934976 hasConcept C2779438525 @default.
• W3042934976 hasConcept C2779510800 @default.
• W3042934976 hasConcept C2988649059 @default.
• W3042934976 hasConcept C33923547 @default.
• W3042934976 hasConcept C41008148 @default.
• W3042934976 hasConcept C423512 @default.
• W3042934976 hasConcept C42475967 @default.
• W3042934976 hasConcept C555944384 @default.
• W3042934976 hasConcept C58033187 @default.
• W3042934976 hasConcept C62520636 @default.
• W3042934976 hasConcept C76155785 @default.
• W3042934976 hasConcept C93763578 @default.
• W3042934976 hasConceptScore W3042934976C114614502 @default.
• W3042934976 hasConceptScore W3042934976C119599485 @default.
• W3042934976 hasConceptScore W3042934976C121332964 @default.
• W3042934976 hasConceptScore W3042934976C127413603 @default.
• W3042934976 hasConceptScore W3042934976C1276947 @default.
• W3042934976 hasConceptScore W3042934976C134560507 @default.
• W3042934976 hasConceptScore W3042934976C136764020 @default.
• W3042934976 hasConceptScore W3042934976C144133560 @default.
• W3042934976 hasConceptScore W3042934976C147940328 @default.
• W3042934976 hasConceptScore W3042934976C151011524 @default.
• W3042934976 hasConceptScore W3042934976C155202549 @default.
• W3042934976 hasConceptScore W3042934976C162324750 @default.
• W3042934976 hasConceptScore W3042934976C163258240 @default.
• W3042934976 hasConceptScore W3042934976C193809577 @default.
• W3042934976 hasConceptScore W3042934976C206658404 @default.
• W3042934976 hasConceptScore W3042934976C2776060655 @default.
• W3042934976 hasConceptScore W3042934976C2778067643 @default.
• W3042934976 hasConceptScore W3042934976C2779438525 @default.
• W3042934976 hasConceptScore W3042934976C2779510800 @default.
• W3042934976 hasConceptScore W3042934976C2988649059 @default.
• W3042934976 hasConceptScore W3042934976C33923547 @default.
• W3042934976 hasConceptScore W3042934976C41008148 @default.
• W3042934976 hasConceptScore W3042934976C423512 @default.
• W3042934976 hasConceptScore W3042934976C42475967 @default.
• W3042934976 hasConceptScore W3042934976C555944384 @default.
• W3042934976 hasConceptScore W3042934976C58033187 @default.
• W3042934976 hasConceptScore W3042934976C62520636 @default.
• W3042934976 hasConceptScore W3042934976C76155785 @default.
• W3042934976 hasConceptScore W3042934976C93763578 @default.
• W3042934976 hasLocation W30429349761 @default.

• next