Model predictive control techniques for hybrid systems

EF Camacho, DR Ramírez, D Limón… - Annual reviews in …, 2010 - Elsevier
This paper describes the main issues encountered when applying model predictive control
to hybrid processes. Hybrid model predictive control (HMPC) is a research field non-fully …

Temporal logic control of discrete-time piecewise affine systems

B Yordanov, J Tumova, I Cerna… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
We present a computational framework for automatic synthesis of a feedback control
strategy for a discrete-time piecewise affine (PWA) system from a specification given as a …

Piecewise affine system identification of a hydraulic wind power transfer system

M Vaezi, A Izadian - IEEE Transactions on Control Systems …, 2015 - ieeexplore.ieee.org
Hydraulic wind power transfer systems exhibit a highly nonlinear dynamic influenced by
system actuator hysteresis and disturbances from wind speed and load torque. This paper …

Guaranteed Reach-Avoid for Black-Box Systems through Narrow Gaps via Neural Network Reachability

LK Chung, W Jung, S Pullabhotla, P Shinde… - arXiv preprint arXiv …, 2024 - arxiv.org
In the classical reach-avoid problem, autonomous mobile robots are tasked to reach a goal
while avoiding obstacles. However, it is difficult to provide guarantees on the robot's …

Data-based identification and control of nonlinear systems via piecewise affine approximation

CY Lai, C Xiang, TH Lee - IEEE transactions on neural …, 2011 - ieeexplore.ieee.org
The piecewise affine (PWA) model represents an attractive model structure for
approximating nonlinear systems. In this paper, a procedure for obtaining the PWA …

Goal-Reaching Trajectory Design Near Danger with Piecewise Affine Reach-avoid Computation

LK Chung, W Jung, C Kong, S Kousik - arXiv preprint arXiv:2402.15604, 2024 - arxiv.org
Autonomous mobile robots must maintain safety, but should not sacrifice performance,
leading to the classical reach-avoid problem. This paper seeks to compute trajectory plans …

Identification and control of nonlinear systems via piecewise affine approximation

CY Lai, C Xiang, TH Lee - 49th IEEE Conference on Decision …, 2010 - ieeexplore.ieee.org
Piecewise affine model represents an attractive model structure for approximating nonlinear
systems. In this paper, a procedure for obtaining the piecewise affine ARX models of …

Control of a hydraulic wind power transfer system under disturbances

M Vaezi, A Izadian - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
Hydraulic wind power transfer systems deliver the captured energy by the blades to the
generators differently and through an intermediate medium ie hydraulic fluid. This paper …

Model predictive control for uncertain PWA systems based on robust observer

O Yahya, Z Lassoued, K Abderrahim - Iranian Journal of Science and …, 2022 - Springer
In this paper, a new robust model predictive control (RMPC) is proposed for uncertain
nonlinear systems. The nonlinear behavior is described by uncertain piecewise affine …

[PDF][PDF] Identification and control of nonlinear systems using multiple models

LAIC YIN - 2011 - core.ac.uk
Most of the systems in our real life are inherently nonlinear. One simple way to control a
nonlinear plant over a large operating region is by utilizing the “divide and conquer” …