Bluff Body Flow Control Using a Genetic Algorithm Optimization
Övrigt konferensbidrag, 2019
points:
• ML techniques applied to flow control show impressive
and sometimes surprising results concerning actuation
strategies
• A very weak actuation applied at the front rounded cor-
ner of the body is able to strongly influence the body
wake
and sets the starting point for the following future steps:
• The backtracking of the evolution results finding pat-
terns to explain the flow physics brought by the actuation
• The application of the GA to a 3D geometry
• The application of a linear genetic programming (LGP)
to generate a higher degree of freedom actuation signal
Författare
Guglielmo Minelli
Chalmers, Mekanik och maritima vetenskaper, Strömningslära
Tianyun Dong
Central South University
Bernd R. Noack
Sinisa Krajnovic
Chalmers, Mekanik och maritima vetenskaper, Strömningslära
Bad Herrenalb, Germany,
Artificiell intelligence och strömningskontroll: en automatisering av anpassad fordonsaerodynamik
Chalmers, 2018-11-01 -- 2018-12-31.
Styrkeområden
Transport
Ämneskategorier
Beräkningsmatematik
Strömningsmekanik och akustik
Reglerteknik