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Industrial optimal design using adjoint CFD

Deliverables

Training 5: Paraview programming

Programming in ParaView, delivered by associate partner Kitware

Training 2: Computational Geometry

Computational Geometry, CAD systems, mesh morphing, return to CAD.

Training 3: transferable skills I

Transferable and complementary skills I: communication, project management, presentation and paper writing skills, outreach.

Training 9: parametrisation

Parametrisation in shape optimisation, topology to shape transition, return to CAD

Training 1: Introduction to Adjoint Optimisation

Training workshop 1: Introduction to adjoint optimisation (Final About Flow Conference)

Training 6: Industrial application

Industrial application in turbo-machinery, automotive and general industrial design.

Servers online

D8.1 (M6): Web-server and file-server online

Final conference

Final conference

Training 10: High Performance Computing

High Performance Computing

Mid-term workshop

Mid-term workshop with outside participation.

Training 7: AD

Automatic Differentiation, in conjunction with Euro AD workshop,

Training 4: adjoint solvers

Adjoint solvers: continuous vs discrete, recent advances and remaining challenges, applications beyond optimisation

Draft Periodic report

Draft Periodic Report (for the purpose of the mid-term review meeting) – due date month 24

TN-based SQP for constraint handling

Report on truncated Newton-based SQP algorithms for handling constraints (ESR 8),

Progress Report

Progress Report

Final version of IODA-API standard

Final version of specification of IODA API plugin standard.

Plugin API

Draft specification of IODA API plugin standard.

Report on industrial test cases

Industrial test cases report (ESR 5)

Differentiated, reduced OCCT

AD software component in reduced-kernel OCCT, source code (ESR 9)

Differentiated OCCT with extended kernel

D4.6 (M18): Differentiated OCCT with extended kernel, application to industrial problem, (ESR 2+ 12)

Differentiated reduced OCCT

D4.2 (M12): Demonstration of differentiated reduced OCCT, (ESR2)

Improved differentiation of OCCT

Adapted differentiated version of Open Cascade for improved efficiency, (ESR 12)

Parametric engine for OCCT

Parametric engine addressing shape optimisation, Source code (ESR 9)

Differentiated OCCT into workflow

Integration of differentiated OCCT into workflows, demonstration on RRD robustness cases, (ESR3, ESR12)

Training 8: transferable skills II

Transferable and complementary skills II: thesis writing skills, career planning and job search, outreach.

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Publications

Optimization of the LS89 Axial Turbine Profile Using a CAD and Adjoint Based Approach †

Author(s): Ismael Sanchez Torreguitart, Tom Verstraete, Lasse Mueller
Published in: International Journal of Turbomachinery, Propulsion and Power, Issue 3/3, 2018, Page(s) 20, ISSN 2504-186X
DOI: 10.3390/ijtpp3030020

Transition from Adjoint Level Set Topology to Shape Optimization for 2D Fluid Mechanics

Author(s): Koch, J.R.L.; Papoutsis-Kiachagias, E.M.; Giannakoglou, K.C.
Published in: Journal of Computers and Fluids, Issue 1, 2017, Page(s) 123-138, ISSN 0045-7930
DOI: 10.5281/zenodo.582625

NURBS-based and parametric-based shape optimization with differentiated CAD kernel

Author(s): Orest Mykhaskiv, Mladen Banović, Salvatore Auriemma, Pavanakumar Mohanamuraly, Andrea Walther, Herve Legrand, Jens-Dominik Müller
Published in: Computer-Aided Design and Applications, Issue 15/6, 2018, Page(s) 916-926, ISSN 1686-4360
DOI: 10.1080/16864360.2018.1462881

Wing-body junction optimisation with CAD-based parametrisation including a moving intersection

Author(s): Shenren Xu, Sebastian Timme, Orest Mykhaskiv, Jens-Dominik Müller
Published in: Aerospace Science and Technology, Issue 68, 2017, Page(s) 543-551, ISSN 1270-9638
DOI: 10.1016/j.ast.2017.06.014

Enhancing CAD-based shape optimisation by automatically updating the CAD model’s parameterisation

Author(s): Dheeraj Agarwal, Trevor T. Robinson, Cecil G. Armstrong, Christos Kapellos
Published in: Structural and Multidisciplinary Optimization, 2018, Page(s) 1-16, ISSN 1615-147X
DOI: 10.1007/s00158-018-2152-7

A two–step radial basis function-based CFD mesh displacement tool

Author(s): Flavio Gagliardi, Kyriakos C. Giannakoglou
Published in: Advances in Engineering Software, Issue 128, 2019, Page(s) 86-97, ISSN 0965-9978
DOI: 10.1016/j.advengsoft.2018.11.011

The adjoint method for automotive optimisation using a sphericity based morpher

Author(s): Pavlos Alexias, Chris Kapellos and Eugene de Villiers
Published in: NAFEMS Adjoint CFD Seminar, 2016
DOI: 10.5281/zenodo.1421720

Linking Parametric CAD with Adjoint Surface Sensitivities

Author(s): Vasilopoulos I., Agarwal D., Meyer M., Robinson T.T., Armstrong C.G.,
Published in: VII European Congress on Computational Methods and Applied Sciences, Issue Annual, 2016
DOI: 10.5281/zenodo.321873

Towards Multidisciplinary Adjoint Optimization of Turbomachinery Components

Author(s): Schwalbach, Marc; Verstraete, Tom
Published in: VII European Congress on Computational Methods in Applied Sciences and Engineering, Issue Annual, 2016
DOI: 10.5281/zenodo.322871

CAD based parameterization and constraints for Adjoint optimization

Author(s): Damigos, Marios, deVilliers, Eugene; Geremia, Paolo
Published in: VII European Congress on Computational Methods in Applied Sciences and Engineering, Issue annual, 2016
DOI: 10.5281/zenodo.322869

Automatic Differentiation of a CAD system applied in an Adjoint CFD Method

Author(s): Banovic, Mladen; Mykhaskiv, Orest; Auriemma, Salvatore; Walther, Andrea; Jens-Dominik Müller; Legrand, Hervé
Published in: AD 2016 7th International Conference on Algorithmic Differentiation, Issue Annual, 2016
DOI: 10.5281/zenodo.322879

Transition from 2D Continuous Adjoint Level Set Topology to Shape Optimization

Author(s): J.R.L.Koch, E.M.Papoutsis-Kiachagias, K.C.Giannakoglou
Published in: VII European Congress on Computational Methods in Applied Sciences and Engineering, Issue Annual, 2016
DOI: 10.5281/zenodo.322909

Aerodynamic optimization using Adjoint methods and parametric CAD models

Author(s): P. Hewitt S. Marques T. Robinson D. Agarwal
Published in: VII European Congress on Computational Methos in Applied Sciences and Engineering, Issue Annual, 2016
DOI: 10.5281/zenodo.2659089

Optimisation of a U-bend using a CAD-based adjoint method with differentiated CAD kernel

Author(s): Salvatore Auriemma Mladen Banovic Orest Mykhaskiv Herve Legrand Jens-Dominik Mueller Tom Verstraete Andrea Walther
Published in: VII European Congress on Computational Methods in Applied Sciences and Engineering, Issue Bi-annual, 2016
DOI: 10.5281/zenodo.1421284

Aerodynamic Optimization of the TurboLab Stator: A Comparative Study between Conventional and Adjoint-based Approaches

Author(s): Ilias Vasilopoulos Peter Flassig Marcus Meyer Kyra Reiche
Published in: International Conference on Numerical Optimisation Methods for Engineering Design, Issue Bi-annual, 2016
DOI: 10.5281/zenodo.321663

SHAPE OPTIMIZATION OF TURBOMACHINERY ROWS USING A PARAMETRIC BLADE MODELLER AND THE CONTINUOUS ADJOINT METHOD RUNNING ON GPUS

Author(s): K. T. Tsiakas F. Gagliardi S. Trompoukis K. C. Giannakoglou
Published in: VII European Congress on Computational Methods in Applied Sciences and Engineering, Issue Annual, 2016
DOI: 10.5281/zenodo.343886

Parametric CAD model based shape optimization using adjoint functions

Author(s): Dheeraj Agarwal Christos Kapellos Trevor T. Robinson Cecil. G. Armstrong
Published in: International Conference on Numerical Optimisation Methods for Engineering Design, Issue Annual, 2016
DOI: 10.5281/zenodo.343894

A CONTINUOUS ADJOINT APPROACH FOR VEHICLE INTERIOR NOISE REDUCTION

Author(s): Christos Kapellos Michael Hartmann
Published in: ECCOMAS, Issue Annual, 2016
DOI: 10.5281/zenodo.343911

Applications of differentiated CAD kernel in gradient-based aerodynamic shape optimisation

Author(s): Salvatore Auriemma
Published in: 2018 Joint Propulsion Conference, 2018
DOI: 10.2514/6.2018-4828

CAD Kernel and Grid Generation Algorithmic Differentiation for Turbomachinery Adjoint Optimization

Author(s): Torreguitart, Ismael Sanchez; Verstraete, Tom; Mueller, Lasse
Published in: European Congress on Computational Methods in Applied Sciences and Engineering, Issue 2, 2016
DOI: 10.5281/zenodo.322903

Designing low-emission aero engines using adjoint methods

Author(s): D.Agarwal I. Vasilopoulos T.T. Robinson M. Meyer C.G. Armstrong
Published in: 4th UK-Japan Engineering Education League workshop, Issue Annual, 2016
DOI: 10.5281/zenodo.343898