Publications
Publications By Research Area
X Author: Anand Prakash
2025
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
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."
(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
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). DOI
Granderson, Jessica, Samuel Fernandes, and Anand Prakash."Unmanned Aerial Vehicle Image Dataset of the Built Environment for 3D reconstruction (UAVID3D)."
(2023). DOI
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
(2022). DOI
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
(2022). DOI
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
(2022). DOI
Singh, Reshma, Samuel Fernandes, Anand Prakash, Paul A Mathew, Jessica Granderson, Colman Snaith, Rahul Pusapati, Prakash 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
(2022). DOI
Paul, Lazlo, Anand Prakash, Kun Zhang, Marco Pritoni, and Richard E Brown."SolarPlus Optimizer: Integrated Control of Solar, Batteries, and Flexible Loads for Small Commercial Buildings."2022 ACEEE Summer Study on Energy Efficiency in Buildings
(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
(2022). DOI
Wetter, Michael, Paul Ehrlich, Antoine Gautier, Milica Grahovac, Philip Haves, Jianjun Hu, Anand Prakash, Dave Robin, and Kun Zhang."OpenBuildingControl: Digitizing the control delivery from building energy modeling to specification, implementation and formal verification."Energy
238 (2022) 121501. DOI
2021
Touzani, Samir, Anand Prakash, Zhe Wang, Shreya Agarwal, Marco Pritoni, Mariam Kiran, Richard E Brown, and Jessica Granderson."Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency."Applied Energy
(2021). DOI
Bennani, Imane Lahmam, Anand Prakash, Marina Zafiris, Lazlo Paul, Carlos Duarte Roa, Paul Raftery, Marco Pritoni, and Gabe Fierro."Query relaxation for portable brick-based applications."BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2021). DOI
Wetter, Michael, Jianjun Hu, Anand Prakash, Paul Ehrlich, Gabe Fierro, Milica Grahovac, Marco Pritoni, Lisa Rivalin, and Dave Robin."Modelica-json: Transforming energy models to digitize the control delivery process."IBPSA Building Simulation Conference 2021
(2021).
Helmns, Dre, David Blum, Armando Casillas, Anand Prakash, Jonathan Woolley, David Vernon, Caton Mande, Michael Woodcox, and Spencer M Dutton."Towards a Techno-Economic Analysis of PCM-Integrated Hybrid HVAC Systems."6th International High Performance Buildings Conference at Purdue
(2021).
2020
Fierro, Gabe, Marco Pritoni, Moustafa Abdelbaky, Daniel Lengyel, John Leyden, Anand Prakash, Pranav Gupta, Paul Raftery, Therese Peffer, Greg Thomson, and David Culler."Mortar: An Open Testbed for Portable Building Analytics."ACM Transactions on Sensor Networks
16.1 (2020) 1 - 31. DOI
Fierro, Gabe, Anand Prakash, Cory Mosiman, Marco Pritoni, Paul Raftery, Michael Wetter, and David Culler."Interactive Metadata Integration with Brick."BuildSys '20: Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2020). DOI
Fierro, Gabe, Anand Prakash, Cory Mosiman, Marco Pritoni, Paul Raftery, Michael Wetter, and David Culler."Shepherding Metadata Through the Building Lifecycle."BuildSys '20: Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2020). DOI
Singh, Reshma, Anand Prakash, Mary Ann Piette, and Shreya Agarwal."A Community Energy Operations and Planning System: Concept, Use cases, Metrics, and Benefits."The American Council for an Energy-Efficient Economy
(2020).
Pritoni, Marco, Anand Prakash, David Blum, Kun Zhang, Rui Tang, and Jessica Granderson."Advanced control sequences and FDD technology. Just shiny objects, or ready for scale?."ACEEE Summer Study 2020
(2020). DOI
Clark, Callie, Anand Prakash, Marco Pritoni, Margarita Kloss, Pranav Gupta, Bruce Nordman, and Mary Ann Piette."Harvesting the low-hanging fruit of high energy savings -- Virtual Occupancy using Wi-Fi Data."ACEEE Summer Study
(2020).
Alstone, Peter, Richard E Brown, Marco Pritoni, David Blum, Kun Zhang, and Anand Prakash."Resilient buildings for fire-adapted landscapes: EE and flexible loads integrated with solar and storage microgrids."ACEEE Summer Study 2020
(2020).