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Sungmin Yoon

Observed names: S M Yoon, S. M. Yoon, S. Yoon, S.M. Yoon, SUNG-MIN YOON, Sung-Min Yoon, Sung-min Yoon, Yoon, Sungmin
Observed institutions: University of Nebraska–Lincoln, Tokyo Institute of Technology, Indiana Department of Transportation, Electronics and Telecommunications Research Institute, Incheon National University, Kwangwoon University, Chungnam National University, Purdue University West Lafayette, National Cancer Center, Korea Institute of Energy Research, Sungkyunkwan University
ORCID: 0000-0001-7843-4368
Observed ORCID: 0000-0001-7843-4368
OpenAlex ID: A5045676373
Building digital twinning: Data, information, and models
2023 · Sungmin Yoon · Journal of Building Engineering · 92
Virtual sensing in intelligent buildings and digitalization
2022 · Sungmin Yoon · Automation in Construction · 85
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Autoencoder-driven fault detection and diagnosis in building automation systems: Residual-based and latent space-based approaches
2021 · Youngwoong Choi, Sungmin Yoon · Building and Environment · 84
Extended virtual in-situ calibration method in building systems using Bayesian inference
2016 · Sungmin Yoon, Yuebin Yu · Automation in Construction · 82
Impacts of HVACR temperature sensor offsets on building energy performance and occupant thermal comfort
2018 · Sungmin Yoon, Yuebin Yu, et al. · Building Simulation · 62
Impact of uncertainties on the supervisory control performance of a hybrid cooling system in data center
2018 · Jiaqiang Wang, Quan Zhang, et al. · Building and Environment · 60
Reliability and availability analysis of a hybrid cooling system with water-side economizer in data center
2018 · Jiaqiang Wang, Quan Zhang, et al. · Building and Environment · 60
Comparison of Factorial and Latin Hypercube Sampling Designs for Meta-Models of Building Heating and Cooling Loads
2021 · Younhee Choi, Doosam Song, et al. · Energies · 57
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Stack-driven infiltration and heating load differences by floor in high-rise residential buildings
2019 · Sungmin Yoon, Doosam Song, et al. · Building and Environment · 57
System-level fouling detection of district heating substations using virtual-sensor-assisted building automation system
2021 · Ryunhee Kim, Yejin Hong, et al. · Energy · 55
Virtual sensor-assisted in situ sensor calibration in operational HVAC systems
2020 · Youngwoong Choi, Sungmin Yoon · Building and Environment · 55
In-situ sensor calibration in an operational air-handling unit coupling autoencoder and Bayesian inference
2020 · Sungmin Yoon · Energy and Buildings · 53
Hidden factors and handling strategies on virtual in-situ sensor calibration in building energy systems: Prior information and cancellation effect
2018 · Sungmin Yoon, Yuebin Yu · Applied Energy · 53
In-situ observation virtual sensor in building systems toward virtual sensing-enabled digital twins
2022 · Youngwoong Choi, Sungmin Yoon · Energy and Buildings · 52
Strategies for virtual in-situ sensor calibration in building energy systems
2018 · Sungmin Yoon, Yuebin Yu · Energy and Buildings · 48
A calibration method for whole-building airflow simulation in high-rise residential buildings
2014 · Sungmin Yoon, Jungmin Seo, et al. · Building and Environment · 48
Simultaneous in-situ calibration for physical and virtual sensors towards digital twin-enabled building operations
2023 · Jabeom Koo, Sungmin Yoon · Advanced Engineering Informatics · 47
System-level virtual sensing method in building energy systems using autoencoder: Under the limited sensors and operational datasets
2021 · Yejin Hong, Sungmin Yoon, et al. · Applied Energy · 47
In-situ sensor virtualization and calibration in building systems
2022 · Jabeom Koo, Sungmin Yoon · Applied Energy · 46
In situ modeling methodologies in building operation: A review
2023 · Sungmin Yoon · Building and Environment · 44
A novel fault diagnosis and self-calibration method for air-handling units using Bayesian Inference and virtual sensing
2021 · Zhiqiang Liu, Zhenlin Huang, et al. · Energy and Buildings · 42
Application of model-based control strategy to hybrid free cooling system with latent heat thermal energy storage for TBSs
2018 · Jiaqiang Wang, Quan Zhang, et al. · Energy and Buildings · 42
A quantitative comparison of statistical and deterministic methods on virtual in-situ calibration in building systems
2017 · Sungmin Yoon, Yuebin Yu · Building and Environment · 42
Retrofit building energy performance evaluation using an energy signature-based symbolic hierarchical clustering method
2024 · Sebin Choi, Hyunwoo Lim, et al. · Building and Environment · 40
GPT-based data-driven urban building energy modeling (GPT-UBEM): Concept, methodology, and case studies
2024 · Sebin Choi, Sungmin Yoon · Energy and Buildings · 39
Works count: 160
Citation count: 2,976
H-index: 32
I10-index: 88
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