Skip to main content

Steven Jige Quan 교수

서울대학교 · 환경과학

연구실 소개

스티븐 제이지 콘 교수의 연구실은 도시 디자인과 도시 에너지 성능을 융합한 스마트 설계 프레임워크를 개발하고 있습니다. 인공지능 기반 도시 설계 지원 시스템, 공공 참여형 생성 설계 도구, 고해상도 3D 기반 도시 클라이메이트 존 분류 및 태양광 에너지 밸런스 모델링을 핵심으로 하며, 도시 스케일에서의 지속가능성과 에너지 효율성을 실현하기 위한 통합적 접근을 추구합니다.

스마트 설계도시 에너지 성능공공 참여 설계3D 도시 모델링태양광 에너지 밸런스

연구 현황

논문 수
58
총 인용 수
1,320
최근 5년 논문
26
주요 분야
환경과학

연구 성과 추이

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

5개년 연도별 논문 게재 수
26총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
362총합
20222023202420252026

주요 논문

15
1
리뷰|인용수 116·2021
Urban form and building energy use: A systematic review of measures, mechanisms, and methodologies
Steven Jige Quan, Chaosu Li
SJR Q1FWCI 10.7Renewable and Sustainable Energy Reviews
Building and ConstructionEngineering
2
리뷰|인용수 107·2021
A systematic review of GIS-based local climate zone mapping studies
Steven Jige Quan, Parth Bansal
SJR Q1FWCI 7.0Building and Environment
Environmental EngineeringEnvironmental Science
3
논문|인용수 88·2019
Artificial intelligence-aided design: Smart Design for sustainable city development
Steven Jige Quan, James Park, Athanassios Economou, Sugie Lee
SJR Q1FWCI 4.2Environment and Planning B Urban Analytics and City Science

Current planning and design decision support systems show limitations in the integration of design, science, and computation. Planning support systems with manual design and post-design evaluations impose major challenges in exploring huge design spaces. Generative design systems largely neglect the wicked nature of design problems and lack appropriate representation methods and simulation tools at the urban scale. To tackle those challenges, this research developed a Smart Design framework feat

Media TechnologyEngineering
4
논문|인용수 85·2023
Examining temporally varying nonlinear effects of urban form on urban heat island using explainable machine learning: A case of Seoul
Parth Bansal, Steven Jige Quan
SJR Q1FWCI 10.4Building and Environment
Environmental EngineeringEnvironmental Science
5
book chapter|인용수 69·2015
Urban Data and Building Energy Modeling: A GIS-Based Urban Building Energy Modeling System Using the Urban-EPC Engine
Steven Jige Quan, Qi Li, Godfried Augenbroe, Jason Brown, Perry Pei‐Ju Yang
SJR Q4FWCI 25.3Lecture notes in geoinformation and cartography
Building and ConstructionEngineering
6
논문|인용수 60·2022
Urban-GAN: An artificial intelligence-aided computation system for plural urban design
Steven Jige Quan
SJR Q1FWCI 5.5Environment and Planning B Urban Analytics and City Science

The current urban design computation is mostly centered on the professional designer while ignoring the plural dimension of urban design. In addition, available public participation computational tools focus mainly on information and idea sharing, leaving the public excluded in design generation because of their lack of design expertise. To address such an issue, this study develops Urban-GAN, a plural urban design computation system, to provide new technical support for design empowerment, allo

Building and ConstructionEngineering
7
논문|인용수 60·2016
Urban Form and Building Energy Performance in Shanghai Neighborhoods
Steven Jige Quan, Jiang Wu, Yi Wang, Zhongming Shi, Tianren Yang, Perry Pei‐Ju Yang
FWCI 1.6Energy ProcediaOA

Urban form is considered as two different concepts here: one as geometry and the other as a complex system. This paper uses simulation experiments to test the density and energy performance relationship in nine Shanghai neighborhoods, with the urban form defined as a complex system. The results show a complex pattern. When density is only related to geometry, the density seems to negatively impact building energy use intensity, following the widely perceived conclusion from previously studies. B

Environmental EngineeringEnvironmental Science
8
논문|인용수 57·2022
Relationships between building characteristics, urban form and building energy use in different local climate zone contexts: An empirical study in Seoul
Parth Bansal, Steven Jige Quan
SJR Q1FWCI 4.3Energy and Buildings
Environmental EngineeringEnvironmental Science
9
논문|인용수 49·2017
Local Climate Zone Mapping for Energy Resilience: A Fine-grained and 3D Approach
Steven Jige Quan, Florina Dutt, Erik Woodworth, Yoshiki Yamagata, Perry Pei‐Ju Yang
FWCI 2.2Energy ProcediaOA

The LCZs (Local Climate Zones) system and its mapping have been emerging in recent years as an important approach to study the variations of local climates in cities, which are closely linked to human comfort issues and building energy demand. However, most of the current practices of LCZs mapping are based on 2D satellite images that can only provide rough estimations. This study tries to improve the current LCZs mapping methods by proposing a bottom-up method that adopts high-resolution 3D bui

Environmental EngineeringEnvironmental Science
10
논문|인용수 48·2015
A GIS-based Energy Balance Modeling System for Urban Solar Buildings
Steven Jige Quan, Qi Li, Godfried Augenbroe, Jason Brown, Perry Pei‐Ju Yang
FWCI 4.3Energy ProcediaOA

Solar buildings as one type of decentralized renewable energy systems have been widely adopted to reduce carbon emissions. Related policy making faces two questions: how much total solar energy can be produced in a city and what proportion of building energy use can be supplied by the solar power? These questions remain hard to answer because of the lack of appropriate modeling systems, due to the data inconsistency and the limitation of current building energy and solar potential modeling metho

Building and ConstructionEngineering
11
논문|인용수 46·2014
Computing Energy Performance of Building Density, Shape and Typology in Urban Context
Steven Jige Quan, Athanassions Economou, Thomas Grasl, Perry Pei‐Ju Yang
FWCI 1.5Energy ProcediaOA

This paper aims to better understand the impact of urban context on building energy consumption. The factors of external shading, shapes generated from zoning ordinances, and local climate are examined concerning three main questions: (1) how density influences building energy consumption generally, (2) how a given density generates alternative building shapes that have different impacts on energy performance, and (3) how different typologies affect the energy-density relationship. To answer the

Environmental EngineeringEnvironmental Science
12
논문|인용수 32·2020
An exploration of the relationship between density and building energy performance
Steven Jige Quan, Athanassios Economou, Thomas Grasl, Perry Pei‐Ju Yang
SJR Q1FWCI 1.6URBAN DESIGN International
Building and ConstructionEngineering
13
논문|인용수 30·2024
Comparing hyperparameter tuning methods in machine learning based urban building energy modeling: A study in Chicago
Steven Jige Quan
SJR Q1FWCI 8.0Energy and Buildings
Building and ConstructionEngineering
14
리뷰|인용수 22·2024
A review of surrogate-assisted design optimization for improving urban wind environment
Yihan Wu, Steven Jige Quan
SJR Q1FWCI 4.5Building and Environment
Environmental EngineeringEnvironmental Science
15
논문|인용수 16·2017
Energy efficient neighborhood design under residential zoning regulations in Shanghai
Steven Jige Quan
FWCI 1.2Energy ProcediaOA

In the current pursuit of eco-city development in China, energy efficient residential neighborhood development becomes one of the focuses. While current codes and practices have been paying attention to green building design, building energy is influenced by not only building design, but also complex urban form at a larger spatial scale, which was not well discussed. At the same time, neighborhood design is always regulated by residential zoning codes, which restrict the density measures for eco

Building and ConstructionEngineering

대표 연구 분야

Building and ConstructionEnvironmental EngineeringGlobal and Planetary ChangeRenewable Energy, Sustainability and the EnvironmentMedia TechnologyTransportation

Steven Jige Quan 교수의 연구를 Nubint에서 더 깊이 살펴보세요

이 연구실의 논문을 앱에서 열어 AI와 함께 읽고, 핵심을 요약하고, 내 글에 인용하세요.