acados—a modular open-source framework for fast embedded optimal control

R Verschueren, G Frison, D Kouzoupis, J Frey… - Mathematical …, 2022 - Springer
This paper presents the acados software package, a collection of solvers for fast embedded
optimization intended for fast embedded applications. Its interfaces to higher-level …

Continuous control set nonlinear model predictive control of reluctance synchronous machines

A Zanelli, J Kullick, HM Eldeeb, G Frison… - … on Control Systems …, 2021 - ieeexplore.ieee.org
In this article, we describe the design and implementation of a current controller for a
reluctance synchronous machine (RSM) based on continuous control set nonlinear model …

[HTML][HTML] Gauss–Newton Runge–Kutta integration for efficient discretization of optimal control problems with long horizons and least-squares costs

J Frey, K Baumgärtner, M Diehl - European Journal of Control, 2024 - Elsevier
This work proposes an efficient treatment of continuous-time optimal control problems with
long horizons and nonlinear least-squares costs. In particular, we present the Gauss …

Real-time nonlinear model predictive control for microgrid operation

A Nurkanović, A Mešanović, A Zanelli… - 2020 American …, 2020 - ieeexplore.ieee.org
We present a real-time feasible Nonlinear Model Predictive Control (NMPC) scheme to
control a microgrid described by a detailed Differential Algebraic Equation (DAE). Our …

Embedded real-time nonlinear model predictive control for the thermal torque derating of an electric vehicle

A Winkler, J Frey, T Fahrbach, G Frison, R Scheer… - IFAC-PapersOnLine, 2021 - Elsevier
This paper presents a real-time capable nonlinear model predictive control (NMPC) strategy
to effectively control the driving performance of an electric vehicle (EV) while optimizing …

Fast integrators with sensitivity propagation for use in CasADi

J Frey, J De Schutter, M Diehl - 2023 European Control …, 2023 - ieeexplore.ieee.org
Efficient integrators with sensitivity propagation are an essential ingredient for the numerical
solution of optimal control problems. This paper gives an overview on the acados …

Numerical Integration for Nonlinear Model Predictive Control of a Fuel Cell System

L Schmitt, D Abel - 2023 American Control Conference (ACC), 2023 - ieeexplore.ieee.org
A two-stage nonlinear model predictive controller for the task of power tracking with a fuel
cell system is presented. In the first stage, an economic optimization problem is solved for …

[PDF][PDF] acados–embedded optimal control

RVG Frison, DKJ Frey, NDA Zanelli… - arxiv preprint arxiv …, 2019 - academia.edu
This paper presents the acados software package, a collection of solvers for fast embedded
optimization intended for fast embedded applications. Its interfaces to higher-level …