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Timm Faulwasser

Cette personne a quitté l’EPFL

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Publications associées (38)

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Modifier Adaptation for Real-Time Optimization -- Methods and Applications

Dominique Bonvin, Grégory François, Timm Faulwasser, Alejandro Gabriel Marchetti

This paper presents an overview of the recent developments of modifier-adaptationschemes for real-time optimization of uncertain processes. These schemes have the ability to reach plant optimality upon convergence despite the presence of structural plant-m ...

MDPI2016

Nonlinear Model Predictive Control for Constrained Output Path Following

Timm Faulwasser

We consider the tracking of geometric paths in output spaces of nonlinear systems subject to input and state constraints without pre-specified timing requirements. Such problems are commonly referred to as constrained output path-following problems. Specif ...

Institute of Electrical and Electronics Engineers2016

Real-Time Optimization Based on Adaptation of Surrogate Models

Dominique Bonvin, Timm Faulwasser, Alejandro Gabriel Marchetti, Martand Singhal

Recently, different real-time optimization (RTO) schemes that guarantee feasibility of all RTO iterates and monotonic convergence to the optimal plant operating point have been proposed. However, simulations reveal that these schemes converge very slowly t ...

Elsevier Science Bv2016

Turnpike and dissipativity properties in dynamic real-time optimization and economic MPC

Dominique Bonvin, Colin Neil Jones, Timm Faulwasser, Milan Korda

We investigate the turnpike and dissipativity properties of continuous-time optimal control problems. These properties play a key role in the analysis and design of schemes for dynamic real-time optimization and economic model predictive control. We show i ...

2014

Improved Directional Derivatives for Modifier-Adaptation Schemes

Dominique Bonvin, Timm Faulwasser, Alejandro Gabriel Marchetti, Martand Singhal

The modifier-adaptation methodology enables real-time optimization (RTO) of plant operation in the presence of considerable plant-model mismatch. It requires the estimation of plant gradients. Obtaining these gradients is expensive as it involves potential ...

2017

Implementation of Nonlinear Model Predictive Path-Following Control for an Industrial Robot

Timm Faulwasser

Many robotic applications, such as milling, gluing, or high precision measurements, require the precise following of a predefined geometric path. We investigate the real-time feasible implementation of model predictive path-following control for an industr ...

Institute of Electrical and Electronics Engineers2017

Ansätze zur modellprädiktiven Regelung der longitudinalen Strahldynamik in Synchrotronen

Timm Faulwasser

Die Stabilisierung der longitudinalen Strahldynamik in Hadronensynchrotronen ist ein anspruchsvolles Regelungsproblem, da die erforderlichen Abtastzeiten des Regelkreises imBereich von wenigen Mikrosekunden bis hin zu einigen Hundert Nanosekunden liegen. I ...

Walter De Gruyter Gmbh2015

Predictive Path Following of Mobile Robots without Stabilizing Terminal Constraints

Timm Faulwasser

2017

Optimal Load Sharing of Parallel Compressors via Modifier Adaptation

Dominique Bonvin, Timm Faulwasser, Alejandro Gabriel Marchetti, Predrag Milosavljevic

2016

On the Effect of Enforcing Stability in Model Predictive Control for Gust Load Alleviation

Timm Faulwasser

2015

On the Design of Economic NMPC Based on Approximate Turnpike Properties

Dominique Bonvin, Timm Faulwasser

We discuss the design of sampled-data economic nonlinear model predictive control schemes for continuous-time systems based on turnpike properties. In a recent paper we have shown that an exact turnpike property allows establishing finite-time convergence ...

2015

Maximum grid disconnection time of a small scale neighbourhood electricity network

Timm Faulwasser

2016

Path-following funnel control for rigid-link revolute-joint robotic systems

Timm Faulwasser

In this paper we investigate the application of funnel control to unconstrained path-following problems. While funnel control is a high-gain based time-varying feedback strategy applicable to minimum-phase systems with known relative degree, path following ...

2014

Timm Faulwasser

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Modifier Adaptation for Real-Time Optimization -- Methods and Applications

Nonlinear Model Predictive Control for Constrained Output Path Following

Real-Time Optimization Based on Adaptation of Surrogate Models

Turnpike and dissipativity properties in dynamic real-time optimization and economic MPC

Improved Directional Derivatives for Modifier-Adaptation Schemes

Implementation of Nonlinear Model Predictive Path-Following Control for an Industrial Robot

Ansätze zur modellprädiktiven Regelung der longitudinalen Strahldynamik in Synchrotronen

Predictive Path Following of Mobile Robots without Stabilizing Terminal Constraints

Optimal Load Sharing of Parallel Compressors via Modifier Adaptation

On the Effect of Enforcing Stability in Model Predictive Control for Gust Load Alleviation

On the Design of Economic NMPC Based on Approximate Turnpike Properties

Maximum grid disconnection time of a small scale neighbourhood electricity network

Path-following funnel control for rigid-link revolute-joint robotic systems

Distributed AC Optimal Power Flow Using ALADIN

Hierarchical distributed ADMM for predictive control with applications in power networks

Incipient Actuator Fault Handling in Nonlinear Model Predictive Control

On Solving Probabilistic Load Flow for Radial Systems using Polynomial Chaos

Model Predictive Path-Following Control for Airborne Wind Energy Systems