Multidisciplinary optimization formulation for the optimization of multirate systems

Archive ouverte : Article de revue

Pierquin, Antoine | Brisset, Stephane | Henneron, Thomas

Edité par HAL CCSD ; Institute of Electrical and Electronics Engineers

International audience. Multidisciplinary optimization strategies are widely used in static case and can be extended to a problem with a time-domain model in order to reduce optimization time. The waveform relaxation method is a fixed-point approach applied to waveforms which allows the coupling of dynamic models. By using the individual discipline feasibility strategy, the coupling is transferred to the optimization problem and leads to a high decrease of the number of model evaluations compared to the multidisciplinary feasibility strategy. The drawback of this approach might be the increased number of optimization variables but it is coped through an efficient way to compute the derivatives of time-dependent variables.

Consulter en ligne

Suggestions

Du même auteur

Multirate coupling of controlled rectifier and non-linear finite element model based on Waveform Relaxation Method | Pierquin, Antoine

Multirate coupling of controlled rectifier and non-linear finite element mo...

Archive ouverte: Article de revue

Pierquin, Antoine | 2016-01-01

International audience. To study a multirate system, each subsystem can be solved by a dedicated sofware with respect to the physical problem and the time constant. Then, the problem is the coupling of the solutions...

Model Order Reduction of Magnetoquasistatic Problems Based on POD and Arnoldi-based Krylov Methods | Pierquin, Antoine

Model Order Reduction of Magnetoquasistatic Problems Based on POD and Arnol...

Archive ouverte: Article de revue

Pierquin, Antoine | 2015

International audience. The Proper Orthogonal Decomposition method and the Arnoldi-based Krylov projection method are investigated in order to reduce a finite element model of a quasistatic problem. Both methods are...

Optimisation process to solve multirate system | Pierquin, Antoine

Optimisation process to solve multirate system

Archive ouverte: Article de revue

Pierquin, Antoine | 2015-06-05

International audience. The modelling of a multirate system-composed of components with heterogeneous time constants-can be done using fixed-point method. This method allows a time-discretization of each subsystem w...

Du même sujet

Multirate coupling of controlled rectifier and non-linear finite element model based on Waveform Relaxation Method | Pierquin, Antoine

Multirate coupling of controlled rectifier and non-linear finite element mo...

Archive ouverte: Article de revue

Pierquin, Antoine | 2016-01-01

International audience. To study a multirate system, each subsystem can be solved by a dedicated sofware with respect to the physical problem and the time constant. Then, the problem is the coupling of the solutions...

Optimisation process to solve multirate system | Pierquin, Antoine

Optimisation process to solve multirate system

Archive ouverte: Article de revue

Pierquin, Antoine | 2015-06-05

International audience. The modelling of a multirate system-composed of components with heterogeneous time constants-can be done using fixed-point method. This method allows a time-discretization of each subsystem w...

Benefits of Waveform Relaxation Method and Output Space Mapping for the Optimization of Multirate Systems | Pierquin, Antoine

Benefits of Waveform Relaxation Method and Output Space Mapping for the Opt...

Archive ouverte: Article de revue

Pierquin, Antoine | 2014-02-01

International audience. We present an optimization problem that requires to model a multirate system, composed of subsystems with different time constants. We use waveform relaxation method in order to simulate such...

Chargement des enrichissements...