AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING

Ph.D

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Bibliographic Details
Main Author:	FU CHUN
Other Authors:	THE BUILT ENVIRONMENT
Format:	Theses and Dissertations
Language:	English
Published:	2024
Subjects:	Machine learning, Building energy, Smart meter, Anomaly detection, Data imputation, Generative model
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/249505
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Institution:	National University of Singapore
Language:	English

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spelling	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
author2	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

AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING

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