Litcius/Paper detail

A flexible mixed-optimization with H∞ control for coupled twin rotor MIMO system based on the method of inequality (MOI)- An experimental study

Nadir Abbas, Xiaodong Liu, Jamshed Iqbal

2024PLoS ONE11 citationsDOIOpen Access PDF

Abstract

This article introduces a cutting-edge H∞ model-based control method for uncertain Multi Input Multi Output (MIMO) systems, specifically focusing on UAVs, through a flexible mixed-optimization framework using the Method of Inequality (MOI). The proposed approach adaptively addresses crucial challenges such as unmodeled dynamics, noise interference, and parameter variations. Central to the design is a two-step controller development process. The first step involves Nonlinear Dynamic Inversion (NDI) and system decoupling for simplification, while the second step integrates H∞ control with MOI for optimal response tuning. This strategy is distinguished by its adaptability and focus on balancing robust stability and performance, effectively managing the intricate cross-coupling dynamics in UAV systems. The effectiveness of the proposed approach is validated through simulations conducted in MATLAB/Simulink environment. Results demonstrated the efficiency of the proposed robust control approach as evidenced by reduced steady-state error, diminished overshoot, and faster system response times, thus significantly outperforming traditional control methods.

Topics & Concepts

Control theory (sociology)Computer scienceMIMODecoupling (probability)Overshoot (microwave communication)MATLABNonlinear systemControl engineeringRobust controlController (irrigation)Control systemEngineeringControl (management)TelecommunicationsPhysicsBiologyAgronomyChannel (broadcasting)Quantum mechanicsArtificial intelligenceElectrical engineeringComputer networkOperating systemAdaptive Control of Nonlinear SystemsAdaptive Dynamic Programming ControlAdvanced Control Systems Design
A flexible mixed-optimization with H∞ control for coupled twin rotor MIMO system based on the method of inequality (MOI)- An experimental study | Litcius