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20212026
most citedData-driven control and transfer learning using neural canonical control structures*

5 citations · 19 across the 6 of their papers we have counts for

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7 papers · 1 filter

math.OC2026

Adaptive Average Current-Mode Control of a Buck Converter Supplying Plasma Arc Loads

Lukas Ecker, Thomas Voglhuber-Brunnmaier

Reliable operation of plasma processes requires a power supply that can regulate and limit the arc current despite rapid changes of the electrical load. Gas-flow fluctuations, arc…

math.OC2026

Analytic Optimal Control for a Class of Driftless x-Flat Systems

Raphael Buchinger, Georg Hartl, Lukas Ecker +1

This paper studies optimal trajectory-tracking for driftless, x-flat nonlinear systems with three states and two inputs. The tracking problem is formulated in Bolza form with a qua…

math.OC2023★ 5 cited

Data-driven control and transfer learning using neural canonical control structures*

Lukas Ecker, Markus Schöberl

An indirect data-driven control and transfer learning approach based on a data-driven feedback linearization with neural canonical control structures is proposed. An artificial neu…

math.OC2022★ 3 cited

Data-driven observer design for an inertia wheel pendulum with static friction

L. Ecker, M. Schöberl

An indirect data-driven state observer design approach for the inertia wheel pendulum considering static friction of the actuated inertia disc is presented. The frictional forces o…

math.OC2022★ 5 cited

An approximation of the Bayesian state observer with Markov chain Monte Carlo propagation stage

Lukas Ecker, Kurt Schlacher

The state estimation problem for nonlinear systems with stochastic uncertainties can be formulated in the Bayesian framework, where the objective is to replace the state completely…

math.OC2022★ 4 cited

Observer Design for an Inertia Wheel Pendulum with Static Friction

L. Ecker, K. Schlacher, M. Schöberl

A state observer design for the inertia wheel pendulum considering static friction of the actuated inertia disc is presented. The frictional force is modeled by the Stribeck effect…

math.OC2021★ 2 cited

Energy-based Control and Observer Design for higher-order infinite-dimensional Port-Hamiltonian Systems

Tobias Malzer, Lukas Ecker, Markus Schöberl

In this paper, we present a control-design method based on the energy-Casimir method for infinite-dimensional, boundary-actuated port-Hamiltonian systems with two-dimensional spati…