A physics-informed LSTM framework for solving fluid flow and heat transfer coupling problem of the turbine vane as well as the internal cooling optimization
Yuxuan Li, Weihang Liu, Chengbao Sun, Miao Cui, Jiawen Ren, Mikhail A. Nikolaitchik
Topics & Concepts
Heat transferTurbineComputer scienceCoupling (piping)Fluid dynamicsCoolantWater coolingComputational fluid dynamicsFlow (mathematics)TurbulenceMechanical engineeringMechanicsTurbine bladeFuselageFluid mechanicsMass transferInternal flowControl theory (sociology)SimulationChurchill–Bernstein equationWorking fluidActive coolingComputer simulationHeat Transfer MechanismsTurbomachinery Performance and OptimizationThermodynamic and Exergetic Analyses of Power and Cooling Systems