Machine learning-based surrogate model for accelerating simulation-driven optimisation of hydropower Kaplan turbine
Zahid Masood, Shahroz Khan, Qian Li
Topics & Concepts
Surrogate modelSubspace topologyCurse of dimensionalityComputer scienceParametric statisticsTurbineGaussian processDesign of experimentsOptimal designSensitivity (control systems)Engineering design processKrigingGaussianConvergence (economics)Mathematical optimizationArtificial intelligenceMachine learningEngineeringMathematicsStatisticsElectronic engineeringQuantum mechanicsPhysicsEconomicsEconomic growthMechanical engineeringCavitation Phenomena in PumpsAdvanced Multi-Objective Optimization AlgorithmsModel Reduction and Neural Networks