BTUS Lighting and Electronics

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.

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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. ACM, 2026. 670–694.

Pritoni, Marco, and Thomas Mills. Demonstration Trials of AI/ML Edge+Cloud Suite (CRADA Final Report). Office of Scientific and Technical Information (OSTI), 2025.

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. ACM, 2025. 65–75.

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. Vol. 12. IBPSA-USA, 2026.

Shackelford, Jordan. Project Report: School Retrofit Demonstration of Lighting and Outlet Controls with LED Upgrades. Lawrence Berkeley National Laboratory , 2026.

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.

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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.

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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).

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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.

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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.

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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. ASHRAE, 2025.

Pereira, Flavia De Andrade, Lazlo Paul, Marco Pritoni, Armando Casillas, Anand Prakash, Weiping Huang, Conor Shaw, Susana Martin-Toral, Donal Finn, and James O’ Donnell. "Enabling portable demand flexibility control applications in virtual and real buildings." Journal of Building Engineering 86 (2024) 108645.

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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.

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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.

Kolln, Jaime, Jingjing Liu, Steve Widergren, and Richard E Brown. Common Grid Services: Terms and Definitions Report. 2023.

Brown, Richard E, Aditya Khandekar, Jingjing Liu, Bruce Nordman, Jaime Kolln, Steve Widergren, David Narang, Ted Bohn, and Yaosuo Xue. Energy Services Interface: Requirements Document. 2023.

Méndez, Juana Isabel, Pedro Ponce, Alan K Meier, Therese Peffer, Omar Mata, and Arturo Molina. "Empower saving energy into smart communities using social products with a gamification structure for tailored Human–Machine Interfaces within smart homes." International Journal on Interactive Design and Manufacturing (IJIDeM) 17.3 (2023) 1363–1387.

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Mata, Omar, Juana Isabel Méndez, Pedro Ponce, Therese Peffer, Alan K Meier, and Arturo Molina. "Energy Savings in Buildings Based on Image Depth Sensors for Human Activity Recognition." Energies 16.3 (2023) 1078.

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Liu, Jingjing, Steve Windergren, Jaime Kolln, Sonny Xue, Ted Bohn, and Richard E Brown. State of Common Grid Services Definitions. GMLC, 2022.