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2026
Pereira, Flavia De Andrade, Marco Pritoni, Armando Casillas, Jessica Granderson, Lazlo Paul, Anand Prakash, Conor Shaw, Dimitrios Rovas, Susana Martin-Toral, Donal Finn, and James O’Donnell."Bridging semantics, control specifications and assessment: A library for scalable demand flexibility controls."Control Engineering Practice
172 (2026) 106899. DOI
Ham, Sang woo, Donghun Kim, Lazlo Paul, Armando Casillas, Anand Prakash, Richard E Brown, and Marco Pritoni."Machine learning-enhanced MPC for demand flexibility in small commercial buildings: An experimental study."Energy and Buildings
360 (2026) 117324. DOI
Less, Brennan, and Iain S Walker."Characterizing peak electricity demand for U.S. households: an assessment of end-use loads and demand factors."Applied Energy
410 (2026) 127422. DOI
Shackelford, Jordan."Project Report: School Retrofit Demonstration of Lighting and Outlet Controls with LED Upgrades."
(2026). DOI
Less, Brennan, Iain S Walker, and Quinn P Graessle."Defining Power Efficient Residential Electric Appliances and Equipment."
(2026). DOI
Pritoni, Marco, Anand Prakash, Lazlo Paul, Weiping Huang, Roman Kukharchuk, Stephen Dawson-Haggerty, Matthias Sulzer, and Michael Wetter."Digitalizing Building Control Deployment for Retrofits: A Case Study on Demand-Flexible Control Sequences."IBPSA-USA Building Simulation Conference
12 (2026). DOI
Mulayim, Ozan Baris, Anand Prakash, Yuvraj Agarwal, Mario Bergés, Marco Pritoni, Derek Supple, Steve Schaefer, and Mitali Shah."Semantic Technologies in Practical Demand Response: An Information Requirement-based Roadmap."Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems
(2026) 670-694. DOI
2025
Meier, Alan K, Joshua Butzbaugh, and Wyatt Merrill."Cross-cutting strategies to lower electricity use of miscellaneous electric loads in the domestic sector."Energy Efficiency
18.6 (2025). DOI
Mulayim, Ozan Baris, Anand Prakash, Lazlo Paul, and Marco Pritoni."Extraction and Analysis of Time Series Data from Building Automation Systems Using Large Language Models."
(2025). DOI
Leong, Michael, Medha Mahanta, Clara Yin, Timothy Jairus Garcia, Zach Tan, Anand Prakash, Doug Black, and Rongxin Yin."DFAT: A web-based toolkit for estimating demand flexibility in building-to-grid integration."SoftwareX
30 (2025) 102131. DOI
Wang, Ruiting, Wei Feng, Bruce Nordman, Daniel L Gerber, Yutong Li, Jing Kang, Bin Hao, and Richard E Brown."Technology standards for direct current microgrids in buildings: A review."Renewable and Sustainable Energy Reviews
211 (2025) 115278. DOI
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. DOI
Mulayim, Ozan Baris, Avia Anwar, Umut Mete Saka, Lazlo Paul, Anand Prakash, Gabe Fierro, Marco Pritoni, and Mario Bergés."BuildingQA: A Benchmark for Natural Language Question Answering over Building Knowledge Graphs."Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2025) 65-75. DOI
Pritoni, Marco, and Thomas Mills."Demonstration Trials of AI/ML Edge+Cloud Suite (CRADA Final Report)."
(2025). DOI
Grant, Peter, Noah Gabriel, Weiping Huang, and Tao Yang."Field Demonstration of Cost Minimizing Load Shifting Controls for 120V Heat Pump Water Heaters in Different Pricing Scenarios."2025 ASHRAE Annual Conference
(2025). DOI
Paul, Lazlo, Flavia De Andrade Pereira, Anand Prakash, Sang woo Ham, Jingjuan Feng, Rich Brown, and Marco Pritoni."Open building operating system: a grid-responsive semantics-driven control platform for buildings."Science and Technology for the Built Environment
31.3 (2025) 294-311. DOI
2024
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. DOI
Nordman, Bruce, Lauren Parker, Anand Prakash, and Mary Ann Piette."Transforming Demand Response using Open ADR 3.0."
(2024). DOI
Nordman, Bruce, Margarita Kloss, Bijit Kundu, Nate Dewart, Anand Prakash, Laura Wong, Alanna Torres, Rachel Levine, Marco Pritoni, Jordan Shackelford, Heidi Werner, Rahul Athalye, Aditya Khandekar, Callie Clark, Chris Uraine, and Rebecca Aviles."Energy Reporting: Device Demonstration, Communication Protocols, and Codes and Standards."
(2024).
Mulayim, Ozan Baris, Lazlo Paul, Marco Pritoni, Anand Prakash, Malavikha Sudarshan, and Gabe Fierro."Large Language Models for the Creation and Use of Semantic Ontologies in Buildings: Requirements and Challenges."Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2024) 312-317. DOI
Prakash, Anand, Flavia deAndrade Pereira, Mario Bergés, Marco Pritoni, and Burcu Akinci."Ontologies at Work: Analyzing Information Requirements for Model Predictive Control in Buildings."Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2024) 214-218. DOI
2023
Shackelford, Jordan, Alastair Robinson, Cynthia Regnier, and Sang Hoon Lee."Getting Beyond Widgets: Performance of Efficient Indoor Air Quality System Retrofit Packages for Schools."
(2023). DOI
Gehbauer, Christoph, Douglas R Black, and Peter Grant."Advanced control strategies to manage electric vehicle drivetrain battery health for Vehicle-to-X applications."Applied Energy
345 (2023) 121296. DOI