Overview
Education/Academic qualification
Arch - Architecture, Doctorate Degree
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- 1 Similar Profiles
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A transfer learning approach to energy-efficient control of small and medium-sized commercial buildings
Liu, Y., Yoon, Y., Amasyali, K., Pasini, M. L., Smith, R., Im, P. & Zandi, H., Jun 15 2026, In: Applied Energy. 413, 127745.Research output: Contribution to journal › Article › peer-review
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Experimental test of model predictive control in a variable air volume system
Huang, S., Liu, B., Yoon, Y., Lian, J., Im, P. & Zandi, H., May 1 2026, In: Energy and Buildings. 358, 117143.Research output: Contribution to journal › Article › peer-review
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A feasibility study of machine learning-based model predictive control for commercial buildings in cooling season
Talib, A., Park, S., Im, P. & Joe, J., Jul 1 2025, In: Engineering Applications of Artificial Intelligence. 151, 110831.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
building-physics/refrigeration-system
Bae, Y., Yoon, Y., Fricke, B., Jung, S., Im, P. & DeGraw, J., 2025Research output: Non-textual form › Software
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Datasets of Faults in Variable Air Volume Terminal Units in a Multi-Zone Commercial Building
Jung, S., Yoon, Y. & Im, P., Dec 2025, In: Scientific Data. 12, 1, 763.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Honda Smart Home - Davis, CA
Im, P. (Creator) & Bhandari, M. (Creator), Buildings Benchmark Data Platform; LBNL; NREL; ORNL; PNNL, Nov 5 2024
DOI: 10.17041/1856495
Dataset
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Dataset from ORNL Flexible Research Platform (FRP)
Cui, B. (Creator), Im, P. (Creator), Bhandari, M. (Creator) & Lee, S. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Sep 28 2022
DOI: 10.13139/ORNLNCCS/1888811
Dataset