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We consider nonlinear model predictive control (MPC) schemes without stabilizing terminal conditions, where the model used in the optimization step is generated based on input-output data only. We establish exponential stability for…

最优化与控制 · 数学 2026-05-27 Lea Bold , Irene Schimperna , Karl Worthmann , Johannes Köhler

In this paper, the problem of non-fragile finite-time stabilization for linear discrete mean-field stochastic systems is studied. The uncertain characteristics in control parameters are assumed to be random satisfying the Bernoulli…

最优化与控制 · 数学 2023-01-24 Tianliang Zhang , Feiqi Deng , Peng Shi

Stability theory plays a crucial role in feedback control. However, adaptive control theory requires advanced and specialized stability notions that are not frequently used in standard feedback control theory. The present document is a set…

最优化与控制 · 数学 2024-10-23 Iasson Karafyllis , Miroslav Krstic

This paper presents the analysis of the stability properties of PID controllers for dynamical systems with multiple state delays, focusing on the mathematical characterization of the potential sensitivity of stability with respect to…

最优化与控制 · 数学 2020-09-08 Pieter Appeltans , Silviu-Iulian Niculescu , Wim Michiels

The stability of solutions to evolution equations with respect to small stochastic perturbations is considered. The stability of a stochastic dynamical system is characterized by the local stability index. The limit of this index with…

凝聚态物理 · 物理学 2009-11-07 V. I. Yukalov

Many recent data-driven control approaches for linear time-invariant systems are based on finite-horizon prediction of output trajectories using input-output data matrices. When applied recursively, this predictor forms a dynamic system…

系统与控制 · 电气工程与系统科学 2025-12-02 Joowon Lee , Nam Hoon Jo , Hyungbo Shim , Florian Dörfler , Jinsung Kim

Stability is a basic requirement when studying the behavior of dynamical systems. However, stabilizing dynamical systems via reinforcement learning is challenging because only little data can be collected over short time horizons before…

最优化与控制 · 数学 2024-11-01 Steffen W. R. Werner , Benjamin Peherstorfer

Power distribution systems are becoming much more active with increased penetration of distributed energy resources. Because of the intermittent nature of these resources, the stability of distribution systems under large disturbances and…

系统与控制 · 电气工程与系统科学 2022-05-25 Wenqi Cui , Baosen Zhang

Recent developments in data-driven control have revived interest in the behavioral approach to systems theory, where systems are defined as sets of trajectories rather than being described by a specific model or representation. However,…

最优化与控制 · 数学 2026-04-08 L. P. Wieringa , A. Padoan , F. Dorfler , J. Eising

This paper shows that a necessary and sufficient condition for the small-signal stability of an inverter-integrated power system can be expressed in terms of semidefinite matrix inequalities determined only by the synchronous reactance of…

系统与控制 · 电气工程与系统科学 2025-03-27 Taku Nishino , Yoshiyuki Onishi , Takayuki Ishizaki

This article proposes an approach to design output-feedback controllers for unknown continuous-time linear time-invariant systems using only input-output data from a single experiment. To address the lack of state and derivative…

系统与控制 · 电气工程与系统科学 2025-05-29 Alessandro Bosso , Marco Borghesi , Andrea Iannelli , Giuseppe Notarstefano , Andrew R. Teel

This work studies the inverse optimality of input-to-state stabilizing controllers with input-output stability guarantees for nonlinear homogeneous systems. We formulate a new inverse optimal control problem, where the cost functional…

系统与控制 · 电气工程与系统科学 2025-11-20 Kaixin Lu , Ziliang Lyu , Haoyong Yu

This paper develops a neural network based control framework that ensures system safety and input-to-state stability (ISS) for general nonlinear switched systems with unknown dynamics. Leveraging the concept of dwell time, we derive…

系统与控制 · 电气工程与系统科学 2026-01-22 Bhabani Shankar Dey , Ahan Basu , Pushpak Jagtap

Predictor-based stabilization results are provided for nonlinear systems with input delays and a compact absorbing set. The control scheme consists of an inter-sample predictor, a global observer, an approximate predictor, and a nominal…

最优化与控制 · 数学 2013-06-17 Iasson Karafyllis , Miroslav Krstic , Tarek Ahmed-Ali , Francoise Lamnabhi-Lagarrigue

This paper revisits a classical challenge in the design of stabilizing controllers for nonlinear systems with a norm-bounded input constraint. By extending Lin-Sontag's universal formula and introducing a generic (state-dependent) scaling…

系统与控制 · 电气工程与系统科学 2026-04-22 Ming Li , Zhiyong Sun , Siep Weiland

The stability problem of a class of nonlinear switched systems defined on compact sets with state-dependent switching is considered. Instead of the Caratheodory solutions, the general Filippov solutions are studied. This encapsulates…

最优化与控制 · 数学 2017-07-31 Mohamadreza Ahmadi , Hamed Mojallali , Rafael Wisniewski

The paper is concerned with asymptotic stability properties of linear switched systems. Under the hypothesis that all the subsystems share a non strict quadratic Lyapunov function, we provide a large class of switching signals for which a…

最优化与控制 · 数学 2012-10-09 Moussa Balde , Philippe Jouan

Incremental stability properties are considered for certain systems of forced, nonlinear differential equations with a particular positivity structure. An incremental stability estimate is derived for pairs of input/state/output…

系统与控制 · 电气工程与系统科学 2024-02-07 Violaine Piengeon , Chris Guiver

Relaxed conditions are given for stability of a feedback system consisting of an exponentially stable multi-input multi-output nonlinear plant and an integral controller. Roughly speaking, it is shown that if the composition of the plant…

最优化与控制 · 数学 2020-08-24 John W. Simpson-Porco

This paper focuses on the mathematical approaches to the analysis of stability that is a crucial step in the design of dynamical systems. Three methods are presented, namely, absolutely integrable impulse response, Fourier integral, and…

系统与控制 · 电气工程与系统科学 2020-01-06 Kamyar Modjtahedzadeh
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