Publications
X Author: Han Li
2024
Liang, Wei, Han Li, Sicheng Zhan, Adrian Chong, and Tianzhen Hong."Energy flexibility quantification of a tropical net-zero office building using physically consistent neural network-based model predictive control."Advances in Applied Energy
14 (2024) 100167. DOI
Li, Han, Giuseppe Pinto, Marco Savino Piscitelli, Alfonso Capozzoli, and Tianzhen Hong."Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset."Engineering Applications of Artificial Intelligence
130 (2024) 107701. DOI
2023
Li, Han, Hicham Johra, Flavia deAndrade Pereira, Tianzhen Hong, Jérôme Le Dréau, Anthony Maturo, Mingjun Wei, Yapan Liu, Ali Saberi-Derakhtenjani, Zoltan Nagy, Anna Marszal-Pomianowska, Donal Finn, Shohei Miyata, Kathryn Kaspar, Kingsley Nweye, Zheng O'Neill, Fabiano Pallonetto, and Bing Dong."Data-driven key performance indicators and datasets for building energy flexibility: A review and perspectives."Applied Energy
343 (2023) 121217. DOI
Nagy, Zoltan, Gregor P. Henze, Sourav Dey, Javier Arroyo, Lieve Helsen, Xiangyu Zhang, Bingqing Chen, Kadir Amasyali, Kuldeep Kurte, Ahmed Zamzam, Helia Zandi, Ján Drgoňa, Matias Quintana, Steven McCullogh, June Young Park, Han Li, Tianzhen Hong, Silvio Brandi, Giuseppe Pinto, Alfonso Capozzoli, Draguna Vrabie, Mario Bergés, Kingsley Nweye, Thibault Marzullo, and Andrey Bernstein."Ten questions concerning reinforcement learning for building energy management."Building and Environment
(2023) 110435. DOI
2022
Li, Han, and Tianzhen Hong."A semantic ontology for representing and quantifying energy flexibility of buildings."Advances in Applied Energy
8 (2022) 100113. DOI
Pinto, Giuseppe, Riccardo Messina, Han Li, Tianzhen Hong, Marco Savino Piscitelli, and Alfonso Capozzoli."Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics."Energy and Buildings
276 (2022) 112530. DOI
2021
Mistry, Aashutosh, Ankit Verma, Shashank Sripad, Rebecca Ciez, Valentin Sulzer, Ferran Brosa Planella, Robert Timms, Yumin Zhang, Rachel Kurchin, Philipp Dechent, Weihan Li, Samuel Greenbank, Zeeshan Ahmad, Dilip Krishnamurthy, Alexis M. Fenton, Kevin Tenny, Prehit Patel, Daniel Juarez Robles, Paul Gasper, Andrew M. Colclasure, Artem Baskin, Corinne D. Scown, Venkat R. Subramanian, Edwin Khoo, Srikanth Allu, David Howey, Steven DeCaluwe, Scott A. Roberts, and , Venkatasubramanian Viswanathan."A Minimal Information Set To Enable Verifiable Theoretical Battery Research."ACS Energy Letters
6.11 (2021) 3831 - 3835. DOI
Li, Han, Zhe Wang, Tianzhen Hong, Andrew Parker, and Monica Neukomm."Characterizing patterns and variability of building electric load profiles in time and frequency domains."Applied Energy
291 (2021) 116721. DOI
Wang, Zhe, Tianzhen Hong, Han Li, and Mary Ann Piette."Predicting city-scale daily electricity consumption using data-driven models."Advances in Applied Energy
2 (2021) 100025. DOI
Luo, , Xiaoyan, Douglas I. Kushner, Jonathan Li, Eun Joo Park, Yu Seung Kim, and Ahmet Kusoglu."Anion Exchange Ionomers: Impact of Chemistry on Thin‐Film Properties."Advanced Functional Materials
(2021) 2008778. DOI
Li, Han, Zhe Wang, and Tianzhen Hong."Occupant-Centric key performance indicators to inform building design and operations."Journal of Building Performance Simulation
(2021) 1 - 29. DOI
Ding, Chao, Carolyn Szum, Han Li, Nan Zhou, and Clay Nesler."Data-Driven Analysis Tool Plays Critical Role in Climate Neutral Buildings."Advances in Applied Energy
2 (2021) 100014. DOI
Cao, Xinyun, Runming Yao, Chao Ding, Nan Zhou, Wei Yu, Jinyang Yao, Jie Xiong, Qiang Xu, Li Pan, and Baizhan Li."Energy-quota-based integrated solutions for heating and cooling of residential buildings in the Hot Summer and Cold Winter zone in China."Energy and Buildings
236 (2021) 110767. DOI
2020
Hong, Tianzhen, Daniel Macumber, Han Li, Katherine Fleming, and Zhe Wang."Generation and representation of synthetic smart meter data."Building Simulation
13.6 (2020) 1205 - 1220. DOI
Xu, Lin, Honghui Guo, Chao Ding, Yi Lu, and Jinghan Liu."Impacts of longitudinal air velocity and fuel flow rate on flame radiative fraction in tunnel."Sustainable Cities and Society
61 (2020) 102336. DOI
Li, Han, Tianzhen Hong, Sang Hoon Lee, and Marina Sofos."System-level key performance indicators for building performance evaluation."Energy and Buildings
209 (2020) 109703. DOI
Dobbe, Roel, Werner van Westering, Stephan Liu, Daniel Arnold, Duncan S. Callaway, and Claire Tomlin."Linear Single- and Three-Phase Voltage Forecasting and Bayesian State Estimation With Limited Sensing."IEEE Transactions on Power Systems
35.3 (2020) 1674 - 1683. DOI
2019
Frick, Natalie Mims, Eric Wilson, Janet Reyna, Andrew Parker, Elaina Present, Janghyun Kim, Tianzhen Hong, Han Li, and Tom Eckman."End-Use Load Profiles for the U.S. Building Stock: Market Needs, Use Cases, and Data Gaps."
(2019).
Li, Han, Carolyn Szum, Clay Nesler, Sara Lisauskas, and Steve Snyder."Targeting Building Energy Efficiency Opportunities: An Open-source Analytical and Benchmarking Tool."2019 ASHRAE Winter Conference
(2019).
2014
Nan, Caiyun, Zhan Lin, , Honggang Liao, Min-Kyu Song, , Yadong Li, and Elton J. Cairns."Durable Carbon-Coated Li2S Core–Shell Spheres for High Performance Lithium/Sulfur Cells."Journal of the American Chemical Society
136 (2014) 4659-4663. DOI
2013
Lin, Zhan, Caiyun Nan, Yifan Ye, Jinghua Guo, Junfa Zhu, and Elton J. Cairns."High Performance Lithium/Sulfur Cells with a Bi-functionally Immobilized Sulfur Cathode."Nano Energy
9 (2013) 408-416. DOI