ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles

10.1016/j.enbuild.2022.112096

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Main Authors: Quintana, Matias, Stoeckmann, Till, Park, June Young, Turowski, Marian, Hagenmeyer, Veit, Miller, Clayton
Other Authors: THE BUILT ENVIRONMENT
Format: Article
Language:English
Published: ELSEVIER SCIENCE SA 2022
Subjects:
Online Access:https://scholarbank.nus.edu.sg/handle/10635/229403
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Institution: National University of Singapore
Language: English
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spelling sg-nus-scholar.10635-2294032024-11-08T19:24:11Z ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles Quintana, Matias Stoeckmann, Till Park, June Young Turowski, Marian Hagenmeyer, Veit Miller, Clayton THE BUILT ENVIRONMENT Dr Clayton Carl Miller Science & Technology Technology Construction & Building Technology Energy & Fuels Engineering, Civil Engineering Smart meter Load profile Matrix profile Discord detection Portfolio analysis ANOMALY DETECTION RANDOM FOREST CONSUMPTION VERIFICATION PREDICTION FRAMEWORK MACHINE 10.1016/j.enbuild.2022.112096 ENERGY AND BUILDINGS 265 10.1016/j.enbuild.2022.112096 2022-07-29T04:24:54Z 2022-07-29T04:24:54Z 2022-06-15 2022-07-18T21:08:40Z Article Quintana, Matias, Stoeckmann, Till, Park, June Young, Turowski, Marian, Hagenmeyer, Veit, Miller, Clayton (2022-06-15). ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles. ENERGY AND BUILDINGS 265 : 10.1016/j.enbuild.2022.112096. ScholarBank@NUS Repository. https://doi.org/10.1016/j.enbuild.2022.112096 03787788 18726178 https://scholarbank.nus.edu.sg/handle/10635/229403 en ELSEVIER SCIENCE SA Elements
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
language English
topic Science & Technology
Technology
Construction & Building Technology
Energy & Fuels
Engineering, Civil
Engineering
Smart meter
Load profile
Matrix profile
Discord detection
Portfolio analysis
ANOMALY DETECTION
RANDOM FOREST
CONSUMPTION
VERIFICATION
PREDICTION
FRAMEWORK
MACHINE
spellingShingle Science & Technology
Technology
Construction & Building Technology
Energy & Fuels
Engineering, Civil
Engineering
Smart meter
Load profile
Matrix profile
Discord detection
Portfolio analysis
ANOMALY DETECTION
RANDOM FOREST
CONSUMPTION
VERIFICATION
PREDICTION
FRAMEWORK
MACHINE
Quintana, Matias
Stoeckmann, Till
Park, June Young
Turowski, Marian
Hagenmeyer, Veit
Miller, Clayton
ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles
description 10.1016/j.enbuild.2022.112096
author2 THE BUILT ENVIRONMENT
author_facet THE BUILT ENVIRONMENT
Quintana, Matias
Stoeckmann, Till
Park, June Young
Turowski, Marian
Hagenmeyer, Veit
Miller, Clayton
format Article
author Quintana, Matias
Stoeckmann, Till
Park, June Young
Turowski, Marian
Hagenmeyer, Veit
Miller, Clayton
author_sort Quintana, Matias
title ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles
title_short ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles
title_full ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles
title_fullStr ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles
title_full_unstemmed ALDI plus plus : Automatic and parameter-less discord and outlier detection for building energy load profiles
title_sort aldi plus plus : automatic and parameter-less discord and outlier detection for building energy load profiles
publisher ELSEVIER SCIENCE SA
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/229403
_version_ 1821194167158571008