Data-informed inverse design by product usage information: a review, framework and outlook

L Hou, RJ Jiao - Journal of Intelligent Manufacturing, 2020 - Springer
A significant body of knowledge exists on inverse problems and extensive research has
been conducted on data-driven design in the past decade. This paper provides a …

Application of the 3D inverse design method in reversible pump turbines and Francis turbines

G Zanetti, M Siviero, G Cavazzini, A Santolin - Water, 2023 - mdpi.com
The increasingly stringent requirements in terms of flexibility and efficiency for hydraulic
turbines pose new challenges for designers. Although computational fluid dynamics has …

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 …

High specific speed Francis turbine for small hydro purposes-Design methodology based on solving the inverse problem in fluid mechanics and the cavitation test …

Z Krzemianowski, J Steller - Renewable Energy, 2021 - Elsevier
The paper is a result of a research and development project aimed at developing a series of
types of high specific speed (90< n sQ< 100) Francis turbines. The inverse flow analysis …

Three-dimensional design and optimization of a transonic rotor in axial flow compressors

H Okui, T Verstraete… - Journal of …, 2013 - asmedigitalcollection.asme.org
This paper presents a 3-D optimization of a moderately loaded transonic compressor rotor
by means of a multiobjective optimization system. The latter makes use of a differential …

Inverse design and optimization of a return channel for a multistage centrifugal compressor

A Veress, R Van den Braembussche - J. Fluids Eng., 2004 - asmedigitalcollection.asme.org
The design and optimization of a multistage radial compressor vaneless diffuser, cross-over
and return channel is presented. An analytical design procedure for 3D blades with …

A general alternate loading technique and its applications in the inverse designs of centrifugal and mixed-flow pump impellers

CY Wang, FJ Wang, DS An, ZF Yao, RF Xiao… - Science China …, 2021 - Springer
For the inverse designs of centrifugal and mixed-flow pump impellers, clarifying the
generation process of secondary flows and putting forward corresponding suppression …

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 …

A modified Johnson–Cook constitutive model and its application to high speed machining of 7050-T7451 aluminum alloy

B Wang, Z Liu, Q Song, Y Wan… - Journal of …, 2019 - asmedigitalcollection.asme.org
Constitutive model is the most commonly used method to describe the material deformation
behavior during machining process. This paper aims to investigate the material dynamic …

[HTML][HTML] Collaborative design method for multi-impeller turbomachinery based on variable sectional-area distribution

Z Ke, W Wei, M Guo, B Chen, C Liu, Q Yan - Alexandria Engineering …, 2024 - Elsevier
By establishing the characterization model of variable sectional area distributions, a
cascade design method of torque converter based on variable sectional area distribution is …