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We present a conic sector theorem for linear parameter varying (LPV) systems in which the traditional definition of conicity is violated for certain values of the parameter. We show that such LPV systems can be defined to be conic in an…

系统与控制 · 计算机科学 2018-02-27 S Sivaranjani , James Richard Forbes , Peter Seiler , Vijay Gupta

This paper investigates an output tracking problem for the vapor compression cycle in automotive Air Conditioning (A/C) systems using Linear Parameter Varying (LPV) techniques. Stemming from a recently developed first-principle A/C model,…

系统与控制 · 计算机科学 2019-11-05 Xu Zhang

This paper presents a robust control synthesis and analysis framework for nonlinear systems with uncertain initial conditions. First, a deep learning-based lifting approach is proposed to approximate nonlinear dynamical systems with linear…

系统与控制 · 电气工程与系统科学 2026-01-06 Sourav Sinha , Mazen Farhood

The framework of linear parameter-varying (LPV) systems has shown to be a powerful tool for the design of controllers for complex nonlinear systems using linear tools. In this work, we derive novel methods that allow to synthesize LPV…

系统与控制 · 电气工程与系统科学 2025-07-01 Chris Verhoek , Roland Tóth , Hossam S. Abbas

This paper presents a robust controller using a Linear Parameter Varying (LPV) model of the lane-keeping system with parameter reduction. Both varying vehicle speed and roll motion on a curved road influence the lateral vehicle model…

系统与控制 · 电气工程与系统科学 2021-05-05 Ying Shuai Quan , Jin Sung Kim , Chung Choo Chung

In this paper, we consider a control synthesis problem for a class of polynomial dynamical systems subject to bounded disturbances and with input constraints. More precisely, we aim at synthesizing at the same time a controller and an…

最优化与控制 · 数学 2011-07-11 Mohamed Amin Ben Sassi , Antoine Girard

Real-time measurements of the scheduling parameter of linear parameter-varying (LPV) systems enables the synthesis of robust control invariant (RCI) sets and parameter dependent controllers inducing invariance. We present a method to…

系统与控制 · 电气工程与系统科学 2024-09-06 Sampath Kumar Mulagaleti , Manas Mejari , Alberto Bemporad

In this paper, we propose a novel dynamic state-feedback controller for polytopic linear parameter-varying (LPV) systems with constant input matrix. The controller employs a projected gradient flow method to continuously improve its control…

系统与控制 · 电气工程与系统科学 2025-05-29 Armin Gießler , Felix Strehle , Jochen Illerhaus , Sören Hohmann

We develop an indirect-adaptive model predictive control algorithm for uncertain linear systems subject to constraints. The system is modeled as a polytopic linear parameter varying system where the convex combination vector is constant but…

系统与控制 · 计算机科学 2015-09-25 Stefano Di Cairano

Unlike for Linear Time-Invariant (LTI) systems, for nonlinear systems, there exists no general framework for systematic convex controller design which incorporates performance shaping. The Linear Parameter-Varying (LPV) framework sought to…

系统与控制 · 电气工程与系统科学 2022-02-09 Patrick J. W. Koelewijn , Roland Tóth , Siep Weiland

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

The Linear Parameter-Varying (LPV) framework has been introduced with the intention to provide stability and performance guarantees for analysis and controller synthesis for Nonlinear (NL) systems via convex methods. By extending results of…

系统与控制 · 电气工程与系统科学 2023-03-08 Patrick J. W. Koelewijn , Roland Tóth , Henk Nijmeijer , Siep Weiland

We present a data-driven method to synthesize robust control invariant (RCI) sets for linear parameter-varying (LPV) systems subject to unknown but bounded disturbances. A finite-length data set consisting of state, input, and scheduling…

系统与控制 · 电气工程与系统科学 2023-09-14 Manas Mejari , Sampath Kumar Mulagaleti , Alberto Bemporad

In this paper, we propose a model reduction technique for linear parameter varying (LPV) systems based on available tools for fixed-structure controller synthesis. We start by transforming a model reduction problem into an equivalent…

系统与控制 · 电气工程与系统科学 2024-03-22 Lennart Heeren , Adwait Datar , Antonio Mendez Gonzalez , Herbert Werner

This paper proposes a novel hybrid control framework for switched linear parameter-varying (LPV) systems under hysteresis switching logic. By introducing a controller state-reset mechanism, the hybrid LPV synthesis problem is reformulated…

系统与控制 · 电气工程与系统科学 2026-02-24 Fen Wu

In this paper we deal with distributed optimal control for nonlinear dynamical systems over graph, that is large-scale systems in which the dynamics of each subsystem depends on neighboring states only. Starting from a previous work in…

最优化与控制 · 数学 2020-01-29 Sara Spedicato , Sarnavi Mahesh , Giuseppe Notarstefano

The synthesis of adaptive gain-scheduling controller is discussed for continuous-time linear models characterized by polytopic uncertainties. The proposed approach computes the control law assuming the parameters as uncertain and adaptively…

系统与控制 · 电气工程与系统科学 2025-06-17 Ariany C. Oliveira , Victor C. S. Campos , Leonardo. A. Mozelli

Linear parameter-varying (LPV) systems with uncertainty in time-varying delays are subject to performance degradation and instability. In this line, we investigate the stability of such systems invoking an input-output stability approach.…

系统与控制 · 电气工程与系统科学 2020-04-10 Shahin Tasoujian , Saeed Salavati , Karolos Grigoriadis , Matthew Franchek

A controller synthesis method for state- and input-constrained nonlinear systems is presented that seeks continuous piecewise affine (CPA) Lyapunov-like functions and controllers simultaneously. Non-convex optimization problems are…

系统与控制 · 电气工程与系统科学 2022-03-08 Reza Lavaei , Leila Bridgeman

In controlling systems with large operating envelopes, it is often necessary to adjust the desired dynamics according to operating conditions. This paper presents a robust adaptive control architecture for linear parameter-varying (LPV)…

系统与控制 · 电气工程与系统科学 2024-07-31 Pan Zhao , Steven Snyder , Naira Hovakimyana , Chengyu Cao
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