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The prediction-based nonlinear reference governor (PRG) is an add-on algorithm to enforce constraints on pre-stabilized nonlinear systems by modifying, whenever necessary, the reference signal. The implementation of PRG carries a heavy…

Systems and Control · Electrical Eng. & Systems 2025-08-05 Mostafaali Ayubirad , Hamid R. Ossareh

This paper presents a computationally efficient solution for constraint management of multi-input and multi-output (MIMO) systems. The solution, referred to as the Decoupled Reference Governor (DRG), maintains the highly-attractive…

Systems and Control · Electrical Eng. & Systems 2020-12-04 Yudan Liu , Joycer Osorio , Hamid R. Ossareh

Reference governors are add-on schemes that are used to modify trajectories to prevent controlled dynamical systems from violating constraints and so are playing an increasingly important role in aerospace, robotic, and other engineering…

Systems and Control · Electrical Eng. & Systems 2023-03-27 Rick Schieni , Chengwei Zhao , Michael Malisoff , Laurent Burlion

For safe vision-based control applications, perception-related constraints have to be satisfied in addition to other state constraints. In this paper, we deal with the problem where a multirotor equipped with a camera needs to maintain the…

Robotics · Computer Science 2023-08-11 Dabin Kim , Matthias Pezzutto , Luca Schenato , H. Jin Kim

In this paper, we consider the problem of constraint management in Linear Periodic (LP) systems using Reference Governors (RG). First, we present the periodic-invariant maximal output admissible sets for LP systems. We extend the earlier…

Optimization and Control · Mathematics 2018-04-26 Hamid R. Ossareh

In this paper, a control scheme is developed based on an input constrained Model Predictive Controller (MPC) and the idea of modifying the reference command to enforce constraints, usual of Reference Governors (RG). The proposed scheme,…

Systems and Control · Electrical Eng. & Systems 2022-10-21 Miguel Castroviejo Fernandez , Jordan Leung , Ilya Kolmanovsky

The controller state and reference governor (CSRG) is an add-on scheme for nominal closed-loop systems with dynamic controllers which supervises the controller internal state and the reference input to the closed-loop system to enforce…

Systems and Control · Electrical Eng. & Systems 2020-10-06 Nan Li , Anouck Girard , Ilya Kolmanovsky

This paper presents a fault-tolerant control scheme for constrained linear systems. First, a new variant of the Reference Governor (RG) called At Once Reference Governor (AORG) is introduced. The AORG is distinguished from the conventional…

Optimization and Control · Mathematics 2021-07-20 Mehdi Hosseinzadeh , Ilya Kolmanovsky , Sanjoy Baruah , Bruno Sinopoli

Constraint management is a central challenge in modern control systems. A solution is the Reference Governor (RG), which is an add-on strategy to pre-stabilized feedback control systems to enforce state and input constraints by shaping the…

Systems and Control · Electrical Eng. & Systems 2025-10-10 Hamid R. Ossareh , William Shayne , Samuel Chevalier

This paper proposes a hierarchical decentralized reference governor for constrained cascade systems. The reference governor (RG) approach is reformulated in terms of receding horizon strategy such that a locally receding horizon…

Optimization and Control · Mathematics 2020-12-21 Shahram Aghaei , Abolghasem Daeichian , Vicenç Puig

The applications of reference governors to systems with unmeasured set-bounded disturbances can lead to conservative solutions. This conservatism can be reduced by estimating the disturbance from output measurements and canceling it in the…

Systems and Control · Electrical Eng. & Systems 2024-01-05 Miguel Castroviejo-Fernandez , Huayi Li , Andrés Cotorruelo , Emanuele Garone , Ilya Kolmanovsky

The multi-timestep command governor (MCG) is an add-on algorithm that enforces constraints by modifying, at each timestep, the reference command to a pre-stabilized control system. The MCG can be interpreted as a Model-Predictive Control…

Systems and Control · Electrical Eng. & Systems 2025-10-16 Mostafaali Ayubirad , Hamid R. Ossareh

This paper presents an adaptive reference governor (RG) framework for a linear system with matched nonlinear uncertainties that can depend on both time and states, subject to both state and input constraints. The proposed framework…

Systems and Control · Electrical Eng. & Systems 2022-08-08 Pan Zhao , Ilya Kolmanovsky , Naira Hovakimyan

This paper introduces an explicit reference governor approach for controlling time delay linear systems subject to state and input constraints. The proposed framework relies on suitable invariant sets that can be built using both…

Systems and Control · Computer Science 2017-12-25 Marco M. Nicotra , Tam Nguyen , Emanuele Garone , Ilya V. Kolmanovsky

This paper proposes a learning reference governor (LRG) approach to enforce state and control constraints in systems for which an accurate model is unavailable, and this approach enables the reference governor to gradually improve command…

Systems and Control · Electrical Eng. & Systems 2021-09-10 Kaiwen Liu , Nan Li , Ilya Kolmanovsky , Denise Rizzo , Anouck Girard

This article develops a control method for linear time-invariant systems subject to time-varying and a priori unknown cost functions, that satisfies state and input constraints, and is robust to exogenous disturbances. To this end, we…

Systems and Control · Electrical Eng. & Systems 2026-02-02 Marko Nonhoff , Mohammad Taher Al Torshan , Matthias A. Müller

Prescriptive process monitoring methods seek to optimize the performance of business processes by triggering interventions at runtime, thereby increasing the probability of positive case outcomes. These interventions are triggered according…

Artificial Intelligence · Computer Science 2025-05-20 Mahmoud Shoush , Marlon Dumas

This paper presents a novel reference governor scheme for overshoot mitigation in tracking control systems. Our proposed scheme, referred to as the Reference Governor with Dynamic Constraint (RG-DC), recasts the overshoot mitigation problem…

Systems and Control · Electrical Eng. & Systems 2020-06-25 C. Freiheit , D. M. Anand , H. R. Ossareh

Reference and command governors are add-on schemes that augment nominal closed-loop systems with the capability to enforce state and control constraints. They do this by monitoring and modifying, when necessary, the reference command.…

Optimization and Control · Mathematics 2021-11-22 Emanuele Garone , Ilya Kolmanovsky

Retrieval-Augmented Generation (RAG) has emerged as a reliable external knowledge augmentation technique to mitigate hallucination issues and parameterized knowledge limitations in Large Language Models (LLMs). Existing adaptive RAG (ARAG)…

Computation and Language · Computer Science 2025-04-08 Qingfei Zhao , Ruobing Wang , Yukuo Cen , Daren Zha , Shicheng Tan , Jie Tang
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