Towards data-driven control of multiphase flows

M. Banks, P. Sashittal, D. J. Bodony

Research output: Contribution to conferencePaperpeer-review

Abstract

There are a number of engineering applications where the governing system of interest is of very high dimension or not known entirely. However it is quite possible to access some physical data for such systems. Complex multiphase flows belong to this class of systems. To design control strategies for such systems it is useful to develop a data-driven control method of reduced dimension. We apply novel data-driven model reduction and optimal control methods to two multiphase flows: an isolated drop in an extensional flow and the primary atomization of a liquid jet. Perspectives on applying the data-driven methods to primary atomization in an experiment will also be given.

Original languageEnglish (US)
StatePublished - 2020
Event14th International Conference on Liquid Atomization and Spray Systems, ICLASS 2018 - Chicago, United States
Duration: Jul 22 2018Jul 26 2018

Conference

Conference14th International Conference on Liquid Atomization and Spray Systems, ICLASS 2018
CountryUnited States
CityChicago
Period7/22/187/26/18

ASJC Scopus subject areas

  • Surfaces, Coatings and Films

Fingerprint Dive into the research topics of 'Towards data-driven control of multiphase flows'. Together they form a unique fingerprint.

Cite this