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This paper presents a novel operator-theoretic approach for optimal control of nonlinear stochastic systems within reproducing kernel Hilbert spaces. Our learning framework leverages data samples of system dynamics and stage cost functions,…

最优化与控制 · 数学 2025-04-28 Petar Bevanda , Nicolas Hoischen , Tobias Wittmann , Jan Brüdigam , Sandra Hirche , Boris Houska

In this paper, we consider a two-qubit system undergoing continuous-time measurements. In presence of multiple channels, we provide sufficient conditions on the continuous feedback control law ensuring almost sure exponential convergence to…

最优化与控制 · 数学 2019-03-19 Weichao Liang , Nina H. Amini , Paolo Mason

An adaptive controller is proposed and analyzed for the class of infinite-horizon optimal control problems in positive linear systems presented in (Ohlin et al., 2024b). This controller is derived from the solution of a "data-driven…

最优化与控制 · 数学 2025-04-22 Fethi Bencherki , Anders Rantzer

Robust tube-based model predictive control (MPC) methods address constraint satisfaction by leveraging an a priori determined tube controller in the prediction to tighten the constraints. This paper presents a system level tube-MPC (SLTMPC)…

系统与控制 · 电气工程与系统科学 2021-11-08 Jerome Sieber , Samir Bennani , Melanie N. Zeilinger

This paper deals with designing a robust fixed-order dynamic output feedback controller for uncertain fractional order linear time invariant (FO-LTI) systems by means of linear matrix inequalities (LMIs). Our purpose is to design a low…

最优化与控制 · 数学 2018-02-22 Pouya Badri , Mahdi Sojoodi

Saturations in control signal can challenge the stability proof of a feedback-linearization-based controller, even leading the system unstable [1]. Thus, several approaches are established to avoid reaching the saturation bound [2,3].…

系统与控制 · 电气工程与系统科学 2021-11-30 Zhe Shen , Yudong Ma , Takeshi Tsuchiya

This paper develops a multivariable current control strategy for inverter-based resources (IBRs) based on optimal control theory to enhance their dynamic performance and grid synchronization stability. The structure of the implemented…

系统与控制 · 电气工程与系统科学 2025-09-11 Hassan Yazdani , Ali Maleki , Saeed Lotfifard , Ali Saberi

As power systems evolve with the integration of renewable energy sources and the implementation of smart grid technologies, there is an increasing need for flexible and scalable modeling approaches capable of accurately capturing the…

系统与控制 · 电气工程与系统科学 2025-11-06 Amir Bahador Javadi , Philip Pong

This paper presents the design of a robust controller for a vehicle air suspension system using Quantitative Feedback Theory (QFT). This study is primarily focused on control of linearized active air suspension system. For the purpose of…

系统与控制 · 计算机科学 2017-10-31 Ali Shafiekhani , Seyed Mehdi Mirsadeghi , Keivan Torabi

In this article, we study the linear time-invariant state-feedback controller design problem for distributed systems. We follow the recently developed system level synthesis (SLS) approach and impose locality structure on the resulting…

系统与控制 · 电气工程与系统科学 2022-01-11 Emily Jensen , Bassam Bamieh

This paper investigates the robust stabilisation of a class of fractional-order non-linear systems via fixed-order dynamic output feedback controller in terms of linear matrix inequalities (LMIs). The systematic stabilisation algorithm…

最优化与控制 · 数学 2019-06-05 Elyar Zavary , Mahdi Sojoodi

This paper investigates real-time control strategies for dynamical systems that involve frictional contact interactions. Hybridness and underactuation are key characteristics of these systems that complicate the design of feedback…

机器人学 · 计算机科学 2016-11-28 Francois Robert Hogan , Alberto Rodriguez

The problem of PID type controller tuning has been addressed in this paper. In particular, a method of selection of PD settings based on the solution of linear-quadratic optimisation problem using the energy criterion has been investigated.…

系统与控制 · 电气工程与系统科学 2023-09-26 Krzysztof Laddach , Mateusz Czyżniewski , Rafał Łangowski

The paper [TF19] proposes a data-driven control technique for single-input single-output feedback linearizable systems with unknown control gain by relying on a persistency of excitation assumption. This note extends those results by…

系统与控制 · 电气工程与系统科学 2019-09-05 Paulo Tabuada , Lucas Fraile

The reliable and resilient operation of the smart grid necessitates a clear understanding of the intra-and-inter dependencies of its power and communication systems. This understanding can only be achieved by accurately depicting the…

网络与互联网体系结构 · 计算机科学 2020-08-03 Sohini Roy , Harish Chandrasekaran , Anamitra Pal , Arunabha Sen

In this paper we use optimization-based methods to design output-feedback controllers for a class of one-dimensional parabolic partial differential equations. The output may be distributed or point-measurements. The input may be distributed…

系统与控制 · 计算机科学 2014-08-25 Aditya Gahlawat , Matthew. M. Peet

The objective of this research is to enable safety-critical systems to simultaneously learn and execute optimal control policies in a safe manner to achieve complex autonomy. Learning optimal policies via trial and error, i.e., traditional…

系统与控制 · 电气工程与系统科学 2022-04-05 S M Nahid Mahmud , Moad Abudia , Scott A Nivison , Zachary I. Bell , Rushikesh Kamalapurkar

We investigate feedback control for infinite horizon optimal control problems for partial differential equations. The method is based on the coupling between Hamilton-Jacobi-Bellman (HJB) equations and model reduction techniques. It is…

最优化与控制 · 数学 2016-07-11 Alessandro Alla , Andreas Schmidt , Bernard Haasdonk

This work aims to raise awareness among engineering students from different disciplines on the importance of feedback control. The proposal consists in comparing the performance of different control strategies in a laboratory session,…

系统与控制 · 电气工程与系统科学 2025-01-28 Aldo Jonathan Munoz-Vazquez

We consider the problem of discounted optimal state-feedback regulation for general unknown deterministic discrete-time systems. It is well known that open-loop instability of systems, non-quadratic cost functions and complex nonlinear…

系统与控制 · 电气工程与系统科学 2020-03-31 Alexandros Tanzanakis , John Lygeros
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