Nagi Gebraeel

Georgia Power Early Career Professor

Projects

Ongoing

  1. (PI.) NSF/CMMI-MSI: GOALI: Federated Interdependency Learning for Securing Distributed Manufacturing Systems, $500,000 (8/2025 to 7/2028).
  2. (Senior Personnel) NSF/PARTNER: ARISE: AI Research and Innovation for Smart Environments, $2.8M (10/1/2024 to 9/30/2028).
  3. (PI.) Georgia Tech AIM: Federated Learning Applications in Manufacturing Systems, $150,000 (09/2025 to 08/2026 )
  4. (Co-PI.) NASA STRI: HOME: Habitats Optimized for Missions of Exploration: Space Technology Research Institute, $18,000,000 (Georgia Tech’s share $3.24M) (9/1/2019 to 8/31/2025).

Completed

  1. (PI.) NSF SBIR Phase I: A Blockchain-Driven, Distributed Memory Computational Platform for Industrial Analytics, $255,835 (4/1/2022 to 12/31/2022).
  2. (Co-PI.) DOE/NETL: Sensing Electric Networks Securely and Economically (SENSE), $1,872,873 (9/1/2017 to 8/31/2021).
  3. (PI.) DOE/NETL: Real-Time Health Monitoring for Gas Turbine Components using Online Learning and High-Dimensional Data, $750,297 (9/1/2017 to 8/31/2021).
  4. (Co-PI.)NSF/FW-HTF-P: Augmenting Cyber-Physical-Human Collaborative Cognition and Designing Future Human-Automation Interaction in Complex Manufacturing and Operational Environments, $149,446 (9/2019 to 8/2020).
  5. (Co-PI.) NSF Planning Grant: Engineering Research Center for Edge Intelligence, $100,000 (09/01/2018 to 08/31/2019).
  6. (Co-PI.)Georgia Tech’s Renewable Bio Products Institute: Big Data-Driven Predictive Analytics for Smart Manufacturing Process Operations in Pulp, Paper, and Packaging Industries, $200,000 (9/2017 to 9/2021)
  7. (PI.) Siemens: Predictive Analytics for Generator Components, $185,000 (9/2016 to 3/2018).
  8. (PI.) GE Power: Scalable Predictive Analytics for Power Generation Assets, $305,579 (1/2016 to 1/2018).
  9. (PI.) Georgia Tech IDEAS Program: Innovation in Data Engineering and Science Program: Development of a Scalable Analytics Platform Prototype for the Power Generation Industry, $300,00 (9/2015 to 6/2018).
  10. (PI.) NSF/CMMI-SMOR: A Prognostic Modeling Methodology for Multi-stream Degradation-based Signals, $319,947 (8/2015 to 7/2019).
  11. (PI.) NSF/CMMI-MES: GOALI: Adaptive Degradation-Based Prognosis with Application to Vehicular Electrical Systems, $379,658 (8/2012 to 7/2017).
  12. (PI.) Strategic Energy Institute (Georgia Tech): An Analytics-Driven Distributed Optimization Framework for Power Generation Networks, $40,000 (9/2015 to 8/2016).
  13. (PI.) Boeing: Foundations for Scalable Manufacturing Analytics, $50,000 (5/2015 to 7/2016).
  14. (PI.) Strategic Energy Institute (Georgia Tech): Understanding Big Data Challenges in the Energy Generation Sector, $10,860 (1/2015 to 6/2015).
  15. (PI.) NSF/MES: Adaptive Maintenance Planning Based on Evolving Residual Life Distributions, $499,000 (9/2009 to 8/2013).
  16. (PI.) NSF-CAREER/MES: CAREER: Real-Time Degradation-Based Prognostic Methodology for Improving Reliability and Maintenance Logistics, $400,000 (1/2007 to 12/2012).
  17. DoD/NAVAIR and Global Strategic Solutions: STTR Phase-II: Aircraft Electrical Power System Diagnostics and Health Management, $60,000 (06/2008 to 12/2008).
  18. Rockwell Collins: Prognostics of Avionic Systems, Testing capabilities, plus technical staff.
  19. (PI.) Deere and Company: Sensor-based Prognostics for Bearing Assemblies, $15,000 (5/2006 to 12/2006).
  20. DoD/AFRL: Development of Sensor-Updated Residual Life Distributions, $35,000 (7/2006 to 7/2008).
  21. DoD/NAVAIR: STTR Phase-I: Aircraft Electrical Power System Diagnostics and Health Management, $22,000 (8/2006 to 6/2007).
  22. DoD/NAVAIR: SBIR Phase-I: Advanced Prognostic and Health Management for Aircraft Tactical Information and Communication Systems, $15,000 (8/2007 to 12/2007).