Anand Prakash

Publications

Viewing 25 of 43 publications

2025

Paul, Lazlo, Ettore Zanetti, Jingjing Liu, Armando Casillas, Anand Prakash, David Blum, Robert Nirenberg, and Marco Pritoni. "BOPTEST as a Platform for Building Controls and Grid-Interactive Buildings Workforce Training." 2025.

Paul, Lazlo, Sang woo Ham, Anand Prakash, Armando Casillas, Tao Yang, and Marco Pritoni. "HP-FLEX: Field demonstration of the semantics-driven configuration of a Model Predictive Control system to make heat pumps flexible." Phoenix, AZ, 2025.

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." Phoenix, AZ: ASHRAE, 2025.

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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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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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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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. ACM, 2024. 312–317.

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. ACM, 2024. 214–218.

Nordman, Bruce, Lauren Parker, Anand Prakash, and Mary Ann Piette. Transforming Demand Response using Open ADR 3.0. ACEEE Summer Study on Energy Efficiency in Buildings, 2024.

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.

Huang, Weiping, Armando Casillas, Marco Pritoni, Shreya Agarwal, Rongxin Yin, and Anand Prakash. "Analyzing The Impact Of Energy Efficient ASHRAE Guideline 36 Control Sequences On Demand Flexibility Potential Of Commercial Buildings: A Multi-Region Analysis." 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.

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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Grant, Peter, Tzu-Ching Su, Luis L Fernandes, Jordan Shackelford, Anand Prakash, Stephen Czarnecki, Pei-Yu Yu, and Feng-Yi Lin. "OpenFacadeControl: enabling integration of automated facades with other building systems." 2024.

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. Sacramento: California Energy Commission, 2024.

2023

Sartori, Igor, Harald Taxt Walnum, Kristian S Skeie, Laurent Georges, Michael D Knudsen, Peder Bacher, José Candanedo, Anna-Maria Sigounis, Anand Prakash, Marco Pritoni, Jessica Granderson, Shiyu Yang, and Man Pun Wan. "Sub-hourly measurement datasets from 6 real buildings: Energy use and indoor climate." Data in Brief 48 (2023) 109149.

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Roa, Carlos Duarte, Paul Raftery, Anand Prakash, and Therese Peffer. "Field Demonstration of the Brick Ontology to Scale up the Deployment of ASHRAE Guideline 36 Control Sequences." ASHRAE Annual Conference 2023 2023.

Granderson, Jessica, Samuel Fernandes, and Anand Prakash. "Unmanned Aerial Vehicle Image Dataset of the Built Environment for 3D reconstruction (UAVID3D)." (2023).

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Peffer, Therese, Gabe Fierro, Paul Raftery, Carlos Duarte Roa, Marco Pritoni, Michael Wetter, Anand Prakash, Lazlo Paul, and Erik Paulson. "Skewering the silos: using Brick to enable portable analytics, modeling and controls in buildings." Center for the Built Environment (2023).

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2022

Zhang, Kun, Anand Prakash, Lazlo Paul, David Blum, Peter Alstone, James Zoellick, Richard E Brown, and Marco Pritoni. "Model predictive control for demand flexibility: Real-world operation of a commercial building with photovoltaic and battery systems." Advances in Applied Energy 7 (2022) 100099.

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Singh, Reshma, Samuel Fernandes, Anand Prakash, Paul A Mathew, Jessica Granderson, Colman Snaith, Rahul Pusapati, Pratap Jadhav, Avideh Zakhor, Rishi Upadhyay, Ozgur Gonen, and Harry Bergmann. "Scaling Building Energy Audits through Machine Learning Methods on Novel Drone Image Data." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Roa, Carlos Duarte, Paul Raftery, Ruiji Sun, Lazlo Paul, Anand Prakash, Marco Pritoni, Gabe Fierro, and Therese Peffer. "Towards a Stronger Foundation: Digitizing Commercial Buildings with Brick to Enable Portable Advanced Applications." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Nordman, Bruce, Marco Pritoni, Mary Ann Piette, and Anand Prakash. "Communication Requirements for Price-Based Grid Coordination." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Prakash, Anand, Marco Pritoni, Margarita Kloss, Mary Ann Piette, Michel Kamel, and Dotty Hage. "Cloud-Control of Legacy Building Automation System: A case study." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Helmns, Dre, Armando Casillas, Anand Prakash, David Blum, Marco Pritoni, Spencer M Dutton, Jonathan Woolley, and Subhrajit Chakraborty. "Heat Pumps with Phase Change Thermal Storage: Flexible, Efficient, and Electrification Friendly." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.