Learning-Based Adaptive Imputation Methodwith kNN Algorithm for Missing Power Data
Learning-Based Adaptive Imputation Methodwith kNN Algorithm for Missing Power Data
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Basel: MDPI AG
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Language
English
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Basel: MDPI AG
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This paper proposes a learning-based adaptive imputation method (LAI) for imputing missing power data in an energy system. This method estimates the missing power data by using the pattern that appears in the collected data. Here, in order to capture the patterns from past power data, we newly model a feature vector by using past data and its varia...
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Full title
Learning-Based Adaptive Imputation Methodwith kNN Algorithm for Missing Power Data
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TN_cdi_doaj_primary_oai_doaj_org_article_3e3422ba70bd4e3fa56a0cc4e708d31f
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_3e3422ba70bd4e3fa56a0cc4e708d31f
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ISSN
1996-1073
E-ISSN
1996-1073
DOI
10.3390/en10101668
