publications

2022

  1. Data-Driven Key Performance Indicators and Datasets for Building Energy Flexibility: A Review and Perspectives
    H. Li, H. Johra, F. de Andrade Pereira, T. Hong, J. Le Dreau, A. Maturo, M. Wei, Y. Liu, A. Saberi-Derakhtenjani, Z. Nagy, A. Marszal-Pomianowska, D. Finn, S. Miyata, K. Kaspar, K. Nweye, Z. O Neill, F. Pallonetto, and B. Dong
    2022
  2. Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings
    Kingsley Nweye, Bo Liu, Peter Stone, and Zoltan Nagy
    Energy and AI Nov 2022
  3. Design, fabrication, and calibration of the Building EnVironment and Occupancy (BEVO) Beacon: A rapidly-deployable and affordable indoor environmental quality monitor
    Hagen Fritz, Sepehr Bastami, Calvin Lin, Kingsley Nweye, Tung To, Lauren Chen, Dung Le, Angelina Ibarra, Wendy Zhang, June Young Park, William Waites, Mengjia Tang, Pawel Misztal, Atila Novoselac, Edison Thomaz, Kerry Kinney, and Zoltan Nagy
    Building and Environment Aug 2022
  4. Water Demand and Human Behavior during Compounding Disasters: The Case of Winter Storm Uri and the COVID-19 Pandemic
    Lauryn A. Spearing, Kingsley Nweye, Helena R. Tiedmann, Zoltan Nagy, Lina Sela, and Kasey M. Faust
    Jun 2022
  5. Offline Training of Multi-Agent Reinforcement Agents for Grid-Interactive Buildings Control
    Kingsley Nweye, Zoltan Nagy, Bo Liu, and Peter Stone
    In Proceedings of the Thirteenth ACM International Conference on Future Energy Systems Jun 2022
  6. MARTINI: Smart meter driven estimation of HVAC schedules and energy savings based on Wi-Fi sensing and clustering
    Kingsley Nweye, and Zoltan Nagy
    Applied Energy Jun 2022
  7. CROOD: Estimating crude building occupancy from mobile device connections without ground-truth calibration
    June Young Park, Kingsley Nweye, Edward Mbata, and Zoltan Nagy
    Building and Environment May 2022

2021

    2020

    1. Impact of COVID-19 on Academic Campus Energy Use
      Kingsley Nweye, and Zoltan Nagy
      In Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation Nov 2020
    2. HVAC Scheduling Based on Wi-Fi Derived Occupancy
      Kingsley Nweye, and Zoltan Nagy
      In Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation Nov 2020