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Technologies
 
Capabilities

Data Mining
Algorithms to extract useful knowledge from operational data; data cleaning; data validation

Information Fusion
Sensor fusion. Aggregating output of multiple models; high confidence output from ensembles

Predictive Modeling
Models of future behavior; diagnostics, prognostics; health estimation; learning and model maintenance

Optimization
Multi-objective evaluation tradeoff analysis, policy analysis, DE/DT simulation

Decision Support
Visualization; tradeoff surfaces; efficient frontiers; mixed initiative interaction; user interfaces

Intelligent Systems
Technology roadmaps; strategy and vision; GE business processes; value story; system transition; knowledge maintenance

 
 
Application Focus and Research Areas
Computational Algorithms Optimization and Decision Support Prognostics and Health Management Condition-Based Maintenance
  • Neural Networks
  • Genetic Algorithms
  • Case-Based Reasoning
  • Fuzzy Logic
  • Kologorov Complexity
  • Kerenl Split Find
  • Powerplant Optimization
  • Financial Portfolio Optimization
  • Military Power Management
  • DARPA Prognostics
  • GE Engine Diagnostics
  • GE Rail Diagnostics
  • Vibration Analysis
  • Balance of Plant Monitoring
  • Arcing Detection
  • Engine Workscoping