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윤성민 교수

Sung Min Yoon

성균관대학교 사회복지학과 · 공학

연구실 소개

윤성민 교수의 연구실은 건축물의 수명주기 전반에 걸쳐 지능적이고 에너지 효율적인 운영을 가능하게 하는 디지털 트윈 기반 기술을 핵심으로 연구하고 있습니다. 특히 건축 분야의 특수성에 맞춘 디지털 트윈 프레임워크, 가상 센서 기술, 그리고 현장에서의 모델 캘리브레이션 및 융합 기법을 개발하여 실제 건물 운영 환경에서의 정확성과 신뢰성을 확보하고자 합니다. 디지털 트윈의 구현과 최적화를 위한 데이터 기반 모델링, 검증, 확장 기술에 초점을 맞추고 있습니다.

디지털 트윈가상 센서모델 캘리브레이션수명주기 관리에너지 효율 건축

연구 현황

논문 수
169
총 인용 수
2,663
최근 5년 논문
99
주요 분야
공학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
99총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
1,171총합
20222023202420252026

주요 논문

15
1
논문|인용수 80·2016
Extended virtual in-situ calibration method in building systems using Bayesian inference
Sungmin Yoon, Yuebin Yu
SJR Q1Automation in Construction
Control and Systems EngineeringEngineering
2
논문|인용수 77·2021
Autoencoder-driven fault detection and diagnosis in building automation systems: Residual-based and latent space-based approaches
Youngwoong Choi, Sungmin Yoon
SJR Q1Building and Environment
Control and Systems EngineeringEngineering
3
논문|인용수 74·2023
Building digital twinning: Data, information, and models
Sungmin Yoon
SJR Q1Journal of Building EngineeringOA

This study proposes a novel framework and methodology for building digital twinning (BDT) over the life cycle of a building. It aims to establish an intrinsic digital twin framework and methodology in the building sector, considering the inherent characteristics of the building industry compared with other industries, such as manufacturing. Thus, the framework includes digital twin elements, functional requirements, and enabling techniques and provides in-depth insight into the implementation of

Industrial and Manufacturing EngineeringEngineering
4
논문|인용수 70·2022
Virtual sensing in intelligent buildings and digitalization
Sungmin Yoon
SJR Q1Automation in ConstructionOA

Virtual sensing technologies have a huge potential in an informative and reliable sensing environment, which is essential to provide and maintain intelligent services in building life-cycle and digitalization. However, there remains a lack of comprehensive literature reviews and suggestions regarding virtual sensing applications in the building sector. The existing virtual sensing classification affords limited insight into virtual sensor modeling, verification, and calibration in building opera

Building and ConstructionEngineering
5
논문|인용수 60·2018
Impacts of HVACR temperature sensor offsets on building energy performance and occupant thermal comfort
Sungmin Yoon, Yuebin Yu, Jiaqiang Wang, Peng Wang
SJR Q1Building Simulation
Building and ConstructionEngineering
6
논문|인용수 55·2019
Stack-driven infiltration and heating load differences by floor in high-rise residential buildings
Sungmin Yoon, Doosam Song, Joowook Kim, Hyunwoo Lim
SJR Q1Building and Environment
Building and ConstructionEngineering
7
논문|인용수 54·2018
Hidden factors and handling strategies on virtual in-situ sensor calibration in building energy systems: Prior information and cancellation effect
Sungmin Yoon, Yuebin Yu
SJR Q1Applied Energy
Building and ConstructionEngineering
8
논문|인용수 52·2021
System-level fouling detection of district heating substations using virtual-sensor-assisted building automation system
Ryunhee Kim, Yejin Hong, Youngwoong Choi, Sungmin Yoon
SJR Q1Energy
Building and ConstructionEngineering
9
논문|인용수 51·2020
In-situ sensor calibration in an operational air-handling unit coupling autoencoder and Bayesian inference
Sungmin Yoon
SJR Q1Energy and Buildings
Building and ConstructionEngineering
10
논문|인용수 49·2020
Virtual sensor-assisted in situ sensor calibration in operational HVAC systems
Youngwoong Choi, Sungmin Yoon
SJR Q1Building and Environment
Building and ConstructionEngineering
11
논문|인용수 47·2018
Strategies for virtual in-situ sensor calibration in building energy systems
Sungmin Yoon, Yuebin Yu
SJR Q1Energy and Buildings
Building and ConstructionEngineering
12
논문|인용수 46·2022
In-situ sensor virtualization and calibration in building systems
Jabeom Koo, Sungmin Yoon
SJR Q1Applied Energy
Building and ConstructionEngineering
13
논문|인용수 46·2014
A calibration method for whole-building airflow simulation in high-rise residential buildings
Sungmin Yoon, Jungmin Seo, Wanghee Cho, Doosam Song
SJR Q1Building and Environment
Environmental EngineeringEnvironmental Science
14
논문|인용수 43·2021
System-level virtual sensing method in building energy systems using autoencoder: Under the limited sensors and operational datasets
Yejin Hong, Sungmin Yoon, Yong-Shik Kim, Hyang-In Jang
SJR Q1Applied Energy
Building and ConstructionEngineering
15
리뷰|인용수 41·2023
In situ modeling methodologies in building operation: A review
Sungmin Yoon
SJR Q1Building and Environment
Building and ConstructionEngineering

대표 연구 분야

Building and ConstructionIndustrial and Manufacturing EngineeringBiomedical EngineeringCivil and Structural EngineeringElectrical and Electronic EngineeringMechanical Engineering

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