A parameterized-loading driven inverse design and multi-objective coupling optimization method for turbine blade based on deep learning

W Zhang, L Li, Y Li, C Jiang, Y Wang - Energy, 2023 - Elsevier
Inverse design is an important part of the initial design stage of blade profile, while the
traditional inverse design methods are highly dependent on design experience and physical …

Three-dimensional inverse method for turbomachinery blading design

A Demeulenaere, R Van den Braembussche - 1998 - asmedigitalcollection.asme.org
An iterative procedure for three-dimensional blade design is presented, in which the three-
dimensional blade shape is modified using a physical algorithm, based on the transpiration …

Adjoint method for shape optimization in real-gas flow applications

M Pini, G Persico, D Pasquale… - … of Engineering for …, 2015 - asmedigitalcollection.asme.org
An adjoint-based shape optimization approach for supersonic turbine cascades is proposed
for application to organic Rankine cycle (ORC) turbines. The algorithm is based on an …

The effect of vortex shedding on the unsteady pressure distribution around the trailing edge of a turbine blade

G Cicatelli, CH Sieverding - 1997 - asmedigitalcollection.asme.org
The wakes behind turbine blade trailing edges are characterized by large-scale periodic
vortex patterns known as the von Karman vortex street. The failure of steady-state Navier …

A novel two-dimensional viscous inverse design method for turbomachinery blading

L de Vito, RA Van den Braembussche… - J …, 2003 - asmedigitalcollection.asme.org
This paper presents a novel iterative viscous inverse design method for turbomachinery
blading. It is made up of two steps: the first one consists of an analysis by means of a Navier …

Optimization of turbomachinery flow surfaces applying a CFD-based throughflow method

D Pasquale, G Persico… - Journal of …, 2014 - asmedigitalcollection.asme.org
This work proposes an automated strategy for the preliminary design of turbomachinery,
based on the application of a throughflow code and of a highly flexible and efficient …

A two-dimensional Navier—Stokes inverse solver for compressor and turbine blade design

A Demeulenaere, O Léonard… - Proceedings of the …, 1997 - journals.sagepub.com
A two-dimensional viscous inverse method for the design of compressor and turbine blades
is presented. It iteratively modifies an initial geometry until a prescribed pressure distribution …

Aerodynamic inverse design for viscous flow in turbomachinery blading

K Daneshkhah, W Ghaly - Journal of propulsion and power, 2007 - arc.aiaa.org
AERODYNAMIC analysis of the flow in the blade row passages of modern gas turbine
engines is routinely performed using computational fluid dynamics (CFD). However …

Advanced aerodynamic optimization system for turbomachinery

B Chen, X Yuan - 2008 - asmedigitalcollection.asme.org
To further improve the efficiency of turbomachinery, an advanced aerodynamic optimization
system has been developed for the turbomachinery blade optimization design. The system …

Robust adjoint-based shape optimization of supersonic turbomachinery cascades

M Pini, G Persico, V Dossena - … Expo: Power for …, 2014 - asmedigitalcollection.asme.org
An adjoint-based shape optimization approach for supersonic turbine cascade is proposed.
The algorithm is based on a discrete adjoint method, state-of-the-art parametrization …