Personal information

Activities

Employment (1)

University of Toronto: Toronto, ON, CA

2021-07-01 to present | Assistant Professor (Civil and Mineral Engineering)
Employment
Source: Self-asserted source
Seungjae Lee

Education and qualifications (1)

Purdue University: West Lafayette, IN, US

2014-08 to 2019-12 | Ph.D. (Civil)
Education
Source: Self-asserted source
Seungjae Lee

Works (13)

Bayesian meta-learning for personalized thermal comfort modeling

Building and Environment
2024-02 | Journal article
Contributors: Hejia Zhang; Seungjae Lee; Athanasios Tzempelikos
Source: check_circle
Crossref

A review of data-driven fault detection and diagnostics for building HVAC systems

Applied Energy
2023-06 | Journal article
Contributors: Zhelun Chen; Zheng O’Neill; Jin Wen; Ojas Pradhan; Tao Yang; Xing Lu; Guanjing Lin; Shohei Miyata; Seungjae Lee; Chou Shen et al.
Source: check_circle
Crossref

The impact of personal preference-based thermal control on energy use and thermal comfort: Field implementation

Energy and Buildings
2023-04 | Journal article
Contributors: Hejia Zhang; Athanasios Tzempelikos; Xiaoqi Liu; Seungjae Lee; Francesca Cappelletti; Andrea Gasparella
Source: check_circle
Crossref

Implementation of a self-tuned HVAC controller to satisfy occupant thermal preferences and optimize energy use

Energy and Buildings
2019 | Journal article
EID:

2-s2.0-85064668712

Part of ISBN:

03787788

Contributors: Lee, S.; Joe, J.; Karava, P.; Bilionis, I.; Tzempelikos, A.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier

Inference of thermal preference profiles for personalized thermal environments with actual building occupants

Building and Environment
2019 | Journal article
EID:

2-s2.0-85058028277

Part of ISBN:

03601323

Contributors: Lee, S.; Karava, P.; Tzempelikos, A.; Bilionis, I.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier
grade
Preferred source (of 2)‎

Integrating occupants' voluntary thermal preference responses into personalized thermal control in office buildings

Journal of Physics: Conference Series
2019 | Conference paper
EID:

2-s2.0-85076257059

Part of ISBN:

17426596 17426588

Contributors: Lee, S.; Karava, P.; Tzempelikos, A.; Bilionis, I.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier

Approximate Dynamic Programming for Building Control Problems with Occupant Interactions

Proceedings of the American Control Conference
2018 | Conference paper
EID:

2-s2.0-85052562738

Part of ISBN:

07431619

Contributors: Lee, D.; Lee, S.; Karava, P.; Hu, J.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier

Bayesian classification and inference of occupant visual preferences in daylit perimeter private offices

Energy and Buildings
2018 | Journal article
EID:

2-s2.0-85042716203

Part of ISBN:

03787788

Contributors: Sadeghi, S.A.; Lee, S.; Karava, P.; Bilionis, I.; Tzempelikos, A.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier

Inferring personalized visual satisfaction profiles in daylit offices from comparative preferences using a Bayesian approach

Building and Environment
2018 | Journal article
EID:

2-s2.0-85046456337

Part of ISBN:

03601323

Contributors: Xiong, J.; Tzempelikos, A.; Bilionis, I.; Awalgaonkar, N.M.; Lee, S.; Konstantzos, I.; Sadeghi, S.A.; Karava, P.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier
grade
Preferred source (of 2)‎

Simulation-Based Policy Gradient and Its Building Control Application

Proceedings of the American Control Conference
2018 | Conference paper
EID:

2-s2.0-85052595887

Part of ISBN:

07431619

Contributors: Lee, D.; Lee, S.; Karava, P.; Hu, J.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier

A Bayesian approach for probabilistic classification and inference of occupant thermal preferences in office buildings

Building and Environment
2017 | Journal article
EID:

2-s2.0-85017104810

Part of ISBN:

03601323

Contributors: Lee, S.; Bilionis, I.; Karava, P.; Tzempelikos, A.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier

Personalized visual satisfaction profiles from comparative preferences using Bayesian inference

Energy Procedia
2017 | Conference paper
EID:

2-s2.0-85029907031

Part of ISBN:

18766102

Contributors: Xiong, J.; Lee, S.; Karava, P.; Tzempelikos, A.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier

The effects of ground cover and shading on an outdoor thermal environment in an apartment complex

International Journal of Sustainable Building Technology and Urban Development
2012 | Journal article
EID:

2-s2.0-85007865102

Part of ISBN:

20937628 2093761X

Contributors: Whang, S.; Jeon, M.-Y.; Lee, S.-J.; Kim, T.; Leigh, S.-B.
Source: Self-asserted source
Seungjae Lee via Scopus - Elsevier

Peer review (41 reviews for 7 publications/grants)

Review activity for Building and environment. (26)
Review activity for Energy and buildings. (6)
Review activity for Journal of architectural engineering technology. (1)
Review activity for Journal of environmental psychology. (1)
Review activity for Renewable & sustainable energy reviews. (2)
Review activity for Scientific data. (1)
Review activity for Solar energy. (4)