Multi-objective geometry optimization of a gas cyclone using triple-fidelity co-Kriging surrogate models

DOI10.1007/s10957-017-1114-3zbMath1380.49072OpenAlexW2612682155WikidataQ59612294 ScholiaQ59612294MaRDI QIDQ1682978

Prashant Singh, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene, Khairy Elsayed

Publication date: 6 December 2017

Published in: Journal of Optimization Theory and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10957-017-1114-3

zbMATH Keywords

computational fluid dynamics (CFD)gas cyclone separatormulti-fidelity datarecursive co-Krigingsparse Krigingsurrogate-based optimization (SBO)

Mathematics Subject Classification ID

Numerical methods based on nonlinear programming (49M37) Variational methods applied to problems in fluid mechanics (76M30) Variational principles of physics (49S05)

Related Items (5)

Bayesian optimization for the spanwise oscillation of a gliding flat plate ⋮ Extended co-Kriging interpolation method based on multi-fidelity data ⋮ A latent variable approach for non-hierarchical multi-fidelity adaptive sampling ⋮ A novel combination co-kriging model based on Gaussian random process ⋮ Optimal observer design of state delay systems

Uses Software

• DACE
• EGO
• SMS-EMOA
• SUMO
• ooDACE

Cites Work

• Unnamed Item
• Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization
• Bistability analysis of an apoptosis model in the presence of nitric oxide
• SMS-EMOA: multiobjective selection based on dominated hypervolume
• Efficient global optimization of expensive black-box functions
• Shape optimization of a cyclone separator using multi-objective surrogate-based optimization
• The effect of cyclone vortex finder dimensions on the flow pattern and performance using LES
• Bayesian Calibration of Computer Models
• RECURSIVE CO-KRIGING MODEL FOR DESIGN OF COMPUTER EXPERIMENTS WITH MULTIPLE LEVELS OF FIDELITY
• Antenna Design by Simulation-Driven Optimization

This page was built for publication: Multi-objective geometry optimization of a gas cyclone using triple-fidelity co-Kriging surrogate models