Time-series data clustering with load-shape preservation for identifying residential energy consumption behaviors (English)
- New search for: Kim, Jinwoo
- Further information on Kim, Jinwoo:
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https://orcid.org/0000-0002-2237-4965
- New search for: Song, Kwonsik
- Further information on Song, Kwonsik:
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https://orcid.org/0009-0009-0950-6079
- New search for: Lee, Gaang
- Further information on Lee, Gaang:
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https://orcid.org/0000-0002-6341-2585
- New search for: Lee, SangHyun
- New search for: Kim, Jinwoo
- New search for: Song, Kwonsik
- New search for: Lee, Gaang
- New search for: Lee, SangHyun
In:
Energy and Buildings
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311
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2024
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Time-series data clustering with load-shape preservation for identifying residential energy consumption behaviors
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Contributors:Kim, Jinwoo ( author ) / Song, Kwonsik ( author ) / Lee, Gaang ( author ) / Lee, SangHyun ( author )
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Published in:Energy and Buildings ; 311
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Publisher:
- New search for: Elsevier B.V.
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Publication date:2024-03-31
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 311
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Innovative hybrid prediction method integrating wavelet threshold decomposition and entropy-based model selection strategy for building energy consumption predictionKong, Chengfeng / Jin, Yi / Li, Guiqiang et al. | 2024
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Time-series data clustering with load-shape preservation for identifying residential energy consumption behaviorsKim, Jinwoo / Song, Kwonsik / Lee, Gaang / Lee, SangHyun et al. | 2024
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Managing energy consumption and indoor environment quality using augmented reality based on the occupants’ satisfaction and characteristicsYeom, Seungkeun / An, Jongbaek / Hong, Taehoon / Koo, Choongwan / Jeong, Kwangbok / Lee, Jaewook et al. | 2024
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Development of dynamic sharing keys: Algorithms supporting management of renewable energy community and collective self consumptionGianaroli, Federico / Ricci, Mattia / Sdringola, Paolo / Alessandra Ancona, Maria / Branchini, Lisa / Melino, Francesco et al. | 2024
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Applicability of radiant and convection time series method in coincident design day generation for radiant cooling systemsZhang, Xinchao / Chen, Youming / Ning, Baisong / Fang, Zhengcheng et al. | 2024
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Thermal performance study of straw concrete external walls for rural residences in hot-summer and cold-winter zone of ChinaBai, Xianjin / Guan, Jinxuan / Jiang, Lina / Fan, Zhixuan / Gao, Yafeng / Qiao, Tianhao et al. | 2024
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Glazing systems utilizing phase change materials: Solar-optical characteristics, potential for energy conservation, role in reducing carbon emissions, and impact on natural illuminationShaik, Saboor / Vishnu Priya, A / Maduru, Venkata Ramana / Rahaman, Ariful / Arıcı, Müslüm / Kontoleon, Karolos J. / Li, Dong et al. | 2024
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Model predictive control for optimal dispatch of chillers and thermal energy storage tank in airportsChinde, Venkatesh / Woldekidan, Korbaga et al. | 2024
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Enhancing multi-scenario data-driven energy consumption prediction in campus buildings by selecting appropriate inputs and improving algorithms with attention mechanismsZhang, Chengyu / Luo, Zhiwen / Rezgui, Yacine / Zhao, Tianyi et al. | 2024
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Experimental study on improvement of indoor thermal environment of buildings in high altitude areas at night in winter by different sheltering methodsJia, Yonghong / Jiang, Xingchi / Zhang, Wentao / Liao, Yuxuan / Hu, Wenxin / Zhang, Yin / Long, Enshen et al. | 2024
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A systematic review of research methods and economic feasibility of photovoltaic integrated shading deviceChen, Xiaofei / Qiu, Yiqun / Wang, Xingtian et al. | 2024
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Modeling Variable Refrigerant Flow (VRF) systems in building applications: A comprehensive reviewWang, Junke / Lu, Xing / Adetola, Veronica / Louie, Edward et al. | 2024
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Editorial Board| 2024
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Parameter identification methods for low-order gray box building energy models: A critical reviewSerasinghe, Rawisha / Long, Nicholas / Clark, Jordan D. et al. | 2024
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Corrigendum to “Structure optimization of radiant cooling panel: A literature review and assessment” [Energy Build. 310 (2024) 114097]Ye, Lifei / Lv, Guoquan / Ding, Yunfei et al. | 2024
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Bioclimatic zoning for building performance using tailored clustering method and high-resolution climate datae Silva Machado, Rayner Maurício / Bre, Facundo / Mazzaferro, Leonardo / Melo, Ana Paula / Lamberts, Roberto et al. | 2024
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Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networksPavirani, Fabio / Gokhale, Gargya / Claessens, Bert / Develder, Chris et al. | 2024
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Urban life and sunshine: Equitable sunlight resource allocation among different consumer groups?Chen, Kaida / You, Shuying / Shu, Mengrong / Huang, Yiyang et al. | 2024
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Building stock modelling using k-prototype: A framework for representative archetype developmentAlrasheed, Mousa / Mourshed, Monjur et al. | 2024
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Sensitivities of energy use reduction in subtropical high-rise office buildings: A Hong Kong caseYu, Cong / Pan, Wei / Bai, Yefei et al. | 2024
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City-scale analysis of PV potential and visibility in heritage environment using GIS and LiDARSoha, Tamás / Sugár, Viktória / Hartmann, Bálint et al. | 2024
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Numerical-experimental study of the thermal behavior of a green facade in a warm climate in MexicoBáez-García, W.G. / Simá, E. / Chagolla-Aranda, M.A. / Carlos Sandoval Herazo, Luis / Carreto-Hernandez, L.G. et al. | 2024
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Incorporating Occupant cooling behaviors into novel thermal comfort models for residential demand responseLi, Weilin / Cheng, Lixiang / Sui, Wenhai / Chen, Sisi / Zhu, Jiayin / Yang, Liu / Zhao, Joe R. et al. | 2024
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Combining physical laws and ANN for predicting energy consumption of data center cooling systemsLi, Xuezhi / Wang, Xinyi / He, Zhiguang / Chen, Xiaoxuan / Li, Zhen et al. | 2024
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Techno-economic evaluation of a seawater source heat pump system with auxiliary heat source in cold region of ChinaWang, Luhang / Wang, Chunli / Xu, Chunwen / Zhang, Lancai / Su, Huan / Kong, Defeng et al. | 2024
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Achieving net negative sensible heat release from buildingsAnand, Jyothis / Alhazmi, Mansour / Sailor, David J. et al. | 2024
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Impact of time resolution on estimation of energy savings using a copula-based calibration in UBEMFaure, Xavier / Lebrun, Régis / Pasichnyi, Oleksii et al. | 2024
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Application of transfer learning to overcome data imbalance and extrapolation for model predictive control: A real-life caseCho, Seongkwon / Ra, Seonjung / Choi, Seohee / Soo Park, Cheol et al. | 2024
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Parametric design and multi-objective optimization of daylight performance in gallery skylight systems: A case study on the high museum expansionLi, Kai / Fukuda, Hiroatsu / Zhang, Li / Zhou, Rui et al. | 2024
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Thermal design of insulation on the outside of the cavity for a Trombe wall with phase change materialsHou, Liqiang / Tai, Huixin / Liu, Yan / Zhu, Yiyu / Zhao, Xiaolong / Yang, Liu et al. | 2024
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Determinants for energy-efficient housing adoption – a scoping review for owner-occupants in GermanyRochlitz, Felix / Hagist, Christian et al. | 2024
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Building energy efficiency assessment base on predict-center criterion under diversified conditionsLiao, Xuechao / Zhang, Yong / Zheng, Xiujuan / Kang, Junlong / Zhao, Haoyi / Wang, Ning et al. | 2024
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Frit-Free solar reflective porcelain stoneware ceramic tiles using recycled granite Waste: An investigation on its engobe and glaze formulationsVarghese, Lincy / Iveth Cedillo-González, Erika / Cattini, Andrea / Vacchi, Marco / Siligardi, Cristina et al. | 2024
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Investigation on the operating characteristics of a three-phase crystalline energy storage and heating system based on lithium bromideZhang, Chenghu / Shi, Xilong / Liu, Xingjiang / Jiang, Wenlong et al. | 2024
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Concept analysis of an adaptive building envelope with thin-film photovoltaic modulesPhocas, Marios C. / Christoforou, Eftychios G. / Matheou, Maria / Dimitriou, Panayiota et al. | 2024
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Contrasting the features and functionalities of urban microclimate simulation toolsVurro, Giandomenico / Carlucci, Salvatore et al. | 2024
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Impact of urban heat island on high-rise residential building cooling energy demand in Hong KongMa, Yichuan X. / Yu, Ava C. et al. | 2024
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Economic complexity, renewable energy and ecological footprint: The role of the housing market in the USAJoof, Foday / Samour, Ahmed / Ali, Mumtaz / Abdur Rehman, Mubeen / Tursoy, Turgut et al. | 2024
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Closing the energy flexibility gap: Enriching flexibility performance rating of buildings with monitored datade-Borja-Torrejon, Manuel / Mor, Gerard / Cipriano, Jordi / Leon-Rodriguez, Angel-Luis / Auer, Thomas / Crawley, Jenny et al. | 2024
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Household energy consumption of herders on the Qinghai–Tibetan Plateau: Profiles of natural and socio-economic factorsJiang, Lu / Zhao, Jingwen / Li, Jinrou / Yan, Meng / Meng, Shasha / Zhang, Jie / Hu, Xiaokang / Zhong, Honglin / Shi, Peijun et al. | 2024