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PROCEEDINGS - Artificial Intelligence & Machine Learning Session Program Project Review Meeting

Plenary Session

Opening Remarks and Welcome
Dave Lyons, Transformative Power Generation and Sydni Credle, Crosscutting Research Sensors & Controls, National Energy Technology Laboratory

U.S. Department of Energy Perspective
Dr. Dimitri Kusnezov, U.S. Department of Energy

Science-Based Artificial Intelligence and Machine Learning Institute (SAMI) (FWP-NETL)
Kelly Rose, National Energy Technology Laboratory

Plant Improvements via Modeling and AI    

Boiler Modeling for Flexible Operations (FWP-1022461 - Task 6)
Chris Guenther, National Energy Technology Laboratory
(Sponsored by Transformative Power Generation Program)

Dynamic Power Plant Modeling for Flexible Operations (FWP-1022461 - Task 3)
Steve Zitney, National Energy Technology Laboratory
(Sponsored by Transformative Power Generation Program)

Application of Artificial Intelligence Techniques Enabling Coal-Fired Power Plants the Ability to Achieve Higher Efficiency, Improved Availability, and Increased Reliability of Their Operations (FE0031563)
Bill Spiesman, Sparkcognition, Inc.
(Sponsored by Transformative Power Generation Program)

Applications of AI for Enhanced Plant Operations 
    
Deployment of Dynamic Neural Network Optimization to Minimize Heat Rate During Ramping for Coal (FE0031754)
Kody Powell, University of Utah
(Sponsored by Transformative Power Generation Program)

AI Enabled Robots for Automated Nondestructive Evaluation and Repair of Power Plant Boilers (FE0031650)
Hao Zhang, Colorado School of Mines

Operational Technology Behavioral Analytics (FE0031640)
Clifton Black, Southern Company Services, Inc.

Generation Plant Cost of Operations and Cycling Optimization Model (FE0031751)
Anantha Narayanan, National Rural Electric Cooperative Association (NRECA)

Hybrid Analytics Solution to Improve Coal Power Plant Operations (FE0031753)
Randall Lee Bickford, Expert Microsystems, Inc.

Improving Coal Fired Plant Performance through Integrated Predictive and Condition-Based Monitoring Tools (FE0031547)
Shuchita Patwardhan, Microbeam Technologies, Inc.

Metaphortress: A Situational Awareness Platform (SC0018729)
Scott Brunza, Sonalysts, Inc.