Data-driven models for gas turbine online diagnosis

Mathematics

• Gas Turbine 100%
• Data-driven 69%
• Engine 34%
• Fault 23%
• Model 20%
• Path Analysis 20%
• Diagnostics 13%
• Gas 12%
• Physics 11%
• Configuration 10%
• Simulation Tool 10%
• Multilayer Perceptron 10%
• Perceptron 9%
• Polynomial Model 8%
• Fidelity 8%
• Viability 8%
• Performance 8%
• Model Theory 7%
• Polynomial 7%
• Necessity 7%
• Health 7%
• Best Approximation 6%
• Neural Networks 6%
• Simplify 6%
• Software 6%
• Choose 6%
• Requirements 5%
• Inverse Problem 5%
• Cover 5%
• Necessary 4%
• Range of data 4%

Engineering & Materials Science

• Gas turbines 53%
• Engines 11%
• Physics 10%
• Polynomials 9%
• Turbofan engines 8%
• Neural networks 7%
• Gases 7%
• Inverse problems 6%
• Multilayer neural networks 6%
• Statistical Models 5%
• Health 4%