English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

Motivated by an energy efficient building application, we want to optimize aquadratic cost functional subject to the Boussinesq approximation of theNavier-Stokes equations and to bilateral state and control constraints. Sincethe computation of such an optimal solution is numerically costly, we design anefficient strategy to compute a sub-optimal (but applicationally acceptable)solution with significantly reduced computational effort. We employ an economicModel Predictive Control (MPC) strategy to obtain a feedback control. The MPCsub-problems are based on a linear-quadratic optimal control problem subjectedto mixed control and state constraints and a convection-diffusion equation,reduced with proper orthogonal decomposition. To solve each sub-problem, weapply a primal-dual active set strategy. The method can be fully parallelized,which enables the solution of large problems with real-world parameters.

Parallelized POD-based Suboptimal Economic Model Predictive Control of a State-Constrained Boussinesq approximation