Design and implementation of a neuro-adaptive backstepping controller for buck converter fed PMDC-motor
Sign Up to like & getrecommendations! Published in 2017 at "Control Engineering Practice"
DOI: 10.1016/j.conengprac.2016.10.002
Abstract: Abstract A neuro-adaptive backstepping control (NABSC) method using single-layer Chebyshev polynomial based neural network is proposed for the angular velocity tracking in buck converter fed permanent magnet dc (PMDC)-motor. Owing to their universal approximation property,… read more here.
Keywords: pmdc motor; buck converter; control; neuro adaptive ... See more keywords
Neuro-adaptive tracking control of a hypersonic flight vehicle with uncertainties using reinforcement synthesis
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.01.031
Abstract: Abstract In this paper, the neuro-adaptive optimal nonlinear control approach and algorithm are proposed for the tracking control of an air-breathing hypersonic aircraft considering uncertainties. Based on the reinforcement learning mechanism, the neuro-adaptive control agent… read more here.
Keywords: control; neuro adaptive; tracking control; air breathing ... See more keywords
Neuro-Adaptive Distributed Control With Prescribed Performance for the Synchronization of Unknown Nonlinear Networked Systems
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2017.2702705
Abstract: This paper proposes a neuro-adaptive distributive cooperative tracking control with prescribed performance function (PPF) for highly nonlinear multiagent systems. PPF allows error tracking from a predefined large set to be trapped into a predefined small… read more here.
Keywords: systems neuro; neuro adaptive; control prescribed; prescribed performance ... See more keywords
A Decentralized Neuro-Adaptive Control Scheme to Suppress Chaotic/Hyperchaotic Dynamics of Smart Valves Network
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Computational and Nonlinear Dynamics"
DOI: 10.1115/1.4039627
Abstract: In this effort, we utilize a decentralized neuro-adaptive scheme in extinguishing both the chaotic and hyperchaotic dynamics of the so-called “Smart Valves” network. In particular, a network of two dynamically interconnected bidirectional solenoid actuated butterfly… read more here.
Keywords: chaotic hyperchaotic; hyperchaotic dynamics; network; neuro adaptive ... See more keywords