Publications: Modeling

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2020

Hong, Tianzhen, , Yixing Chen, , Xuan Luo, Na Luo, and , Sang Hoon Lee."Ten questions on urban building energy modeling."Building and Environment 168 (2020) 106508. DOI
Crothers, , Andrew R., , Robert M. Darling, Ahmet Kusoglu, , Clayton J. Radke, and Adam Z. Weber."Theory of Multicomponent Phenomena in Cation-Exchange Membranes: Part I. Thermodynamic Model and Validation."Journal of The Electrochemical Society 167.1 (2020) 013547. DOI
Crothers, , Andrew R., , Robert M. Darling, Ahmet Kusoglu, , Clayton J. Radke, and Adam Z. Weber."Theory of Multicomponent Phenomena in Cation-Exchange Membranes: Part II. Transport Model and Validation."Journal of The Electrochemical Society 167.1 (2020) 013548. DOI
Crothers, , Andrew R., , Robert M. Darling, Douglas I. Kushner, , Mike L. Perry, and Adam Z. Weber."Theory of Multicomponent Phenomena in Cation-Exchange Membranes: Part III. Transport in Vanadium Redox-Flow-Battery Separators."Journal of The Electrochemical Society 167.1 (2020) 013549. DOI
Prakash, Anand, Samir Touzani, Mariam Kiran, Shreya Agarwal, Marco Pritoni, and Jessica Granderson."Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact."RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (2020). DOI
Sanchez, Lino, Paul A. Mathew, Sang Hoon Lee, and Travis Walter."Developing and Evaluating a Metric for Office Building Energy Resilience During a Power Outage."2020 Summer Study on Energy Efficiency in Buildings (2020).
Wetter, Michael, Kyle Benne, Antoine Gautier, Thierry S. Nouidui, Agnes Ramle, Amir Roth, Hubertus Tummescheit, Stuart Mentzer, and Christian Winther."Lifting the Garage Door on Spawn, an Open-Source BEM-Controls Engine.."2020 BPAC & Simbuild (2020) 518-525.
Regnier, Cynthia, Luis L. Fernandes, Kaiyu Sun, and John Bruschi."ZNE for All! Enabling Zero Net Energy Retrofits for Small Commercial Offices."ACEEE Summer Study (2020).

2019

Baral, Nawa Raj, Olga Kavvada, Mendez Perez, Daniel, , Aindrila Mukhopadhyay, , Taek Soon Lee, , Blake A. Simmons, and Corinne D. Scown."Greenhouse Gas Footprint, Water-Intensity, and Production Cost of Bio-Based Isopentenol as a Renewable Transportation Fuel."ACS Sustainable Chemistry & Engineering 7.18 (2019) 15434 - 15444. DOI
Wang, Jingyi, Zhe Wang, Ding Zhou, and Kaiyu Sun."Key issues and novel optimization approaches of industrial waste heat recovery in district heating systems."Energy 188 (2019) 116005. DOI
Weng, , Lien-Chun, , Alexis T. Bell, and Adam Z. Weber."Towards membrane-electrode assembly systems for CO2 reduction: a modeling study."Energy & Environmental Science 12.6 (2019) 1950 - 1968. DOI
Hong, Tianzhen, Yujie Xu, Kaiyu Sun, Wanni Zhang, and Xuan Luo."Visualizing Urban Microclimate and Quantifying its Impact on Building Energy Use in San Francisco."the 1st ACM International WorkshopProceedings of the 1st ACM International Workshop on Urban Building Energy Sensing, Controls, Big Data Analysis, and Visualization - UrbSys'19 (2019). DOI
Sohn, Michael D., William W. Delp, Richard N. Fry, and Yang-Seon Kim."Analysis of a series of urban-scale chlorine dispersion experiments and implications on indoor health consequences."Atmospheric Environment 212 (2019) 83 - 89. DOI
Wetter, Michael, Antoine Gautier, Milica Grahovac, and Jianjun Hu."Verification of Control Sequences within OpenBuildingControl."16th IBPSA Conference (2019).
Langevin, Jared, Chioke B. Harris, and Janet L. Reyna."Assessing the Potential to Reduce U.S. Building CO2 Emissions 80% by 2050."Joule (2019). DOI
Shah, Nihar, Max Wei, Virginie E. Letschert, and Amol A. Phadke."Benefits of Energy Efficient and Low-Global Warming Potential Refrigerant Cooling Equipment." (2019) 59.
Karaguzel, Omer T., Mohammed Elshambakey, Yimin Zhu, and Tianzhen Hong."OPEN COMPUTING INFRASTRUCTURE FOR SHARING DATA ANALYTICS TO SUPPORT BUILDING ENERGY SIMULATIONS." (2019).
Wu, Yujie, Taoning Wang, Eleanor S. Lee, Jérôme H. Kämpf, and Jean-Louis Scartezzini."Split-pane electrochromic window control based on an embedded photometric device with real-time daylighting computing."Building and Environment 161 (2019) 106229. DOI
Coll, Claudia, Claudia Lindim, Anna Sobek, Michael D. Sohn, and Matthew Macleod."Prospects for finding Junge variability-lifetime relationships for micropollutants in the Danube river."Environmental Science: Processes & Impacts 21.9 (2019) 1489 - 1497. DOI
Singh, Reshma, Baptiste Ravache, and Mary Ann Piette."Energy Modeling in Urban Districts: Forecast of multi-sector Energy Use and GHG Emissions." (2019).
Xu, Xiaodong, Wei Wang, Tianzhen Hong, and Jiayu Chen."Incorporating machine learning with building network analysis to predict multi-building energy use."Energy and Buildings 186 (2019) 80 - 97. DOI
Ehlinger, Victoria M., Ahmet Kusoglu, and Adam Z. Weber."Modeling Coupled Durability and Performance in Polymer-Electrolyte Fuel Cells: Membrane Effects."Journal of The Electrochemical Society 166.7 (2019) F3255 - F3267. DOI
Wang, Zhe, Tianzhen Hong, Mary Ann Piette, and Marco Pritoni."Inferring occupant counts from Wi-Fi data in buildings through machine learning."Building and Environment 158 (2019) 281 - 294. DOI
Hong, Tianzhen, and Sang Hoon Lee."Integrating physics-based models with sensor data: An inverse modeling approach."Building and Environment 154 (2019) 23 - 31. DOI
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Predicting plug loads with occupant count data through a deep learning approach."Energy 181 (2019) 29 - 42. DOI