Krishna Pattipati

Professor

Electrical and Computer Engineering

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Key Active Research Projects

• Fault Diagnosis and Prognosis (NSF, GM, Fairchild, Comcast)
• Hybrid model-based and data-driven detection, diagnosis and prognosis in cyber-physical systems (Buildings, Cars and Aerospace applications )
• Battery status estimation for mobile applications
• “Big Data” Analytics for Multi-media
• Command and Control (ONR, NRL)
• Proactive Decision Support Systems for Agile Planning
• Weather routing of ships, helicopters and UAVs
• Counter-piracy, Drug Interdiction, QUBE HPC

Future Directions

• Water space management to de-conflict operations that may interfere with submerged operations (ONR, NRL)
• Develop and integrate conflict detection and resolution algorithms into Navy operational planning tools
• Proactive Decision Support Systems
• Cognitive context detection of UAV operators based on physiological data (e.g., eye tracking and gaze data)
• UAV task scheduling for supervisory control operations
• Parallel algorithms for routing under uncertainty
• Distributed C2 architectures for efficient communication and workload balancing
• Human-machine collectives

Key Skills/Capabilities

Research Specialties:

• Focus: Systems theory and optimization techniques to solve problems of interest to Commercial Industry and National Defense
• Skills: Combinatorial optimization, Inference under uncertainty, Machine learning, Stochastic models, Computational methods
• Modeling and simulation capabilities using a variety of state-of-the-art platforms:
• C/C#, Python, Java, CPLEX, Gurobi, MATLAB, Carsim, TEAMS,…

Web links:

• https://scholar.google.com/scholar?hl=en&q=Pattipati+K&btnG=&as_sdt=1%2C7&as_sdtp=
• http://www.ee.uconn.edu/people/faculty/fac_pattipati

Google Scholar Profile

Krishna Pattipati