Building & Industrial Energy Systems Division

Pereira, Flavia deAndrade, Kyriakos Katsigarakis, Dimitrios Rovas, Marco Pritoni, Conor Shaw, Lazlo Paul, Anand Prakash, Susana Martin-Toral, Donal Finn, and James O’Donnell. "A semantics-driven framework to enable demand flexibility control applications in real buildings." Advanced Engineering Informatics 64 (2025) 103049.

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Chiosa, Roberto, Marco Savino Piscitelli, Marco Pritoni, and Alfonso Capozzoli. "A portable application framework for energy management and information systems (EMIS) solutions using Brick semantic schema." Energy and Buildings 323 (2024) 114802.

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Panagopoulos, Athanasios Aris, Filippos Christianos, Michail Katsigiannis, Konstantinos Mykoniatis, Marco Pritoni, Orestis P Panagopoulos, Therese Peffer, Georgios Chalkiadakis, David Culler, Nicholas R Jennings, and Timothy E Lipman. "A low-complexity non-intrusive approach to predict the energy demand of buildings over short-term horizons." Advances in Building Energy Research 16.2 (2022) 202–213.

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Paul, Lazlo, Sang woo Ham, Marco Pritoni, Donghan Kim, Richard E Brown, and Jingjuan Feng. "Field Implementation of MPC for Heat Pump-Based Duel Fuel Systems in Small Commercial Buildings for Decarbonization." ASHRAE. 2023.

Lee, Sang Hoon, and Evan Savage. "C2C Expert Match Technical Assistance Ketchum, Idaho." 2024.

Casillas, Armando, Yimin Chen, Jessica Granderson, Guanjing Lin, Zhelun Chen, Jin Wen, and Sen Huang. "Development of high-fidelity air handling unit fault models for FDD innovation: lessons learned and recommendations." Journal of Building Performance Simulation 17.5 (2024) 615–630.

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Lin, Guanjing, Armando Casillas, Maggie Sheng, and Jessica Granderson. "Performance Evaluation of an Occupancy-Based HVAC Control System in an Office Building." Energies 16.20 (2023) 7088.

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Zanetti, Ettore, David Blum, Marco Pritoni, and Mary Ann Piette. "Field Performance of Commercial Building Load Flexibility Using Model Predictive Control." 8th International High Performance Buildings Conference at Purdue. West Lafayette, IN, 2024.

Lu, Hongyou, Nan Zhou, Hon LeungCurt Wong, and X Zhang. "Evaluating Net-Zero Emission Pathways for China’s Cement Industry." ECEEE 2024 Summer Study on Energy Efficiency. 2024.

evaluating_net-zero_emission_pathways_for_china_s_cement_industry.pdf

Ham, Sang woo, Lazlo Paul, Armando Casillas, Anand Prakash, Donghun Kim, Richard E Brown, Marco Pritoni, and Peter Grant. "Practical challenges of model predictive control (MPC) for grid interactive small and medium commercial buildings." ACEEE Summer Study . 2024.

Casillas, Armando, Jessica Granderson, Yimin Chen, John House, Guanjing Lin, Weiping Huang, Guhan Velmurugan, and Marco Pritoni. "Innovating the next generation of commercial smart building software." ACEEE Summer Study . 2024.

Casillas, Armando, Thomas Defauw, Sang woo Ham, Dre Helmns, Lazlo Paul, Anand Prakash, Weiping Huang, Peter Grant, and Marco Pritoni. "Demystifying Thermal Energy Storage Integrated Heat Pump Systems: Development of Generalized Sizing and Control Algorithms for Demand Flexibility." ACEEE Summer Study. 2024.

Agarwal, Shreya, Marco Pritoni, Jessica Collier, Jeff Wanner, Ruth Taylor, Meghan McNulty, and Mary M Bryan. "Through the looking glass: analyzing barriers to adoption of advanced rooftop unit controls through human-centered observational research." ACEEE Summer Study . 2024.

Jain, Anubhav, Tianzhen Hong, Mary Ann Piette, Michael D Sohn, Will Gorman, Alexandre Moreira, Lazlo Paul, Haitam Laarabi, and Maher Alghalayini. Frontiers in Energy Storage: Next-Generation Artificial Intelligence (AI). 2024.

Jiang, Jingjing, Deyun Yin, Zhuoluo Sun, Bin Ye, and Nan Zhou. "Global trend of methane abatement inventions and widening mismatch with methane emissions." Nature Climate Change 14.4 (2024) 393–401.

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Haddad, Shamila, Wanni Zhang, Riccardo Paolini, Kai Gao, Muzahim Altheeb, Abdulrahman Al Mogirah, Abdullatif BinMoammar, Tianzhen Hong, Ansar Khan, Constantinos Cartalis, Anastasios Polydoros, and Mattheos Santamouris. "Quantifying the energy impact of heat mitigation technologies at the urban scale." Nature Cities 1.1 (2024) 62–72.

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Park, Jiwon, Kwang Ho Lee, Sang Hoon Lee, and Tianzhen Hong. "Benefits assessment of cool skin and ventilated cavity skin: Saving energy and mitigating heat and grid stress." Building and Environment 247 (2024) 111027.

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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.

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Coraci, Davide, Silvio Brandi, Tianzhen Hong, and Alfonso Capozzoli. "An innovative heterogeneous transfer learning framework to enhance the scalability of deep reinforcement learning controllers in buildings with integrated energy systemsAbstract." Building Simulation 17.5 (2024) 739–770.

an_innovative_heterogeneous_transfer_learning_framework.pdf

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