AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING
Ph.D
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| 格式: | Theses and Dissertations |
| 語言: | English |
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2024
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| 在線閱讀: | https://scholarbank.nus.edu.sg/handle/10635/249505 |
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| 機構: | National University of Singapore |
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sg-nus-scholar.10635-2495052024-10-25T04:56:38Z AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING FU CHUN THE BUILT ENVIRONMENT Clayton Carl Miller Machine learning, Building energy, Smart meter, Anomaly detection, Data imputation, Generative model Ph.D DOCTOR OF PHILOSOPHY (CDE-BE) 2024-08-13T02:38:38Z 2024-08-13T02:38:38Z 2023-12-15 Thesis FU CHUN (2023-12-15). AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/249505 0000-0002-6152-3257 en |
| institution |
National University of Singapore |
| building |
NUS Library |
| continent |
Asia |
| country |
Singapore Singapore |
| content_provider |
NUS Library |
| collection |
ScholarBank@NUS |
| language |
English |
| topic |
Machine learning, Building energy, Smart meter, Anomaly detection, Data imputation, Generative model |
| spellingShingle |
Machine learning, Building energy, Smart meter, Anomaly detection, Data imputation, Generative model FU CHUN AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING |
| description |
Ph.D |
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THE BUILT ENVIRONMENT |
| author_facet |
THE BUILT ENVIRONMENT FU CHUN |
| format |
Theses and Dissertations |
| author |
FU CHUN |
| author_sort |
FU CHUN |
| title |
AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING |
| title_short |
AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING |
| title_full |
AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING |
| title_fullStr |
AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING |
| title_full_unstemmed |
AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING |
| title_sort |
automated pipelines for enhanced energy data quality: anomaly detection, data imputation, and generative modeling |
| publishDate |
2024 |
| url |
https://scholarbank.nus.edu.sg/handle/10635/249505 |
| _version_ |
1821185617572134912 |