scholarly journals Neural Identification for Control

2021 ◽  
Vol 6 (3) ◽  
pp. 4648-4655
Author(s):  
Priyabrata Saha ◽  
Magnus Egerstedt ◽  
Saibal Mukhopadhyay
2019 ◽  
Vol 22 (5) ◽  
pp. 1378-1394 ◽  
Author(s):  
Isabela Birs ◽  
Cristina Muresan ◽  
Dana Copot ◽  
Ioan Nascu ◽  
Clara Ionescu

Abstract This paper proposes a framework for modelling velocity profiles and suspended objects in non-Newtonian fluid environment. A setup is proposed to allow mimicking blood properties and arterial to venous dynamic flow changes. Navier-Stokes relations are employed followed by fractional constitutive equations for velocity profiles and flow. The theoretical analysis is performed under assumptions of steady and pulsatile flow conditions, with incompressible properties. The fractional derivative model for velocity and friction drag effect upon a suspended object are determined. Experimental data from such an object is then recorded in real-time and identification of a fractional order model performed. The model is determined from step input changes during pulsatile flow for velocity in the direction of the flow. Further on, this model can be employed for controller design purposes for velocity and position in pulsatile non-Newtonian fluid flow.


Author(s):  
Priyatham Sanjeeva Reddy Ramidi ◽  
Nikolaos I. Xiros ◽  
Stavros Lalizas ◽  
Anastasios Papavasileiou ◽  
Vasileios Douvris ◽  
...  

In this work, a bow thruster is proposed to be used onboard small and medium-size watercraft, like motor yachts, fishing boats, patrol boats, ocean exploration vessels etc. with conventional or unconventional hull designs including displacement hull, planing hull, catamarans, SWATHs, SES, and so on. As oftentimes the case, a magnetic coupling is employed. Specifically, magnetic coupling is used to transfer torque from a brushless motor’s stator to its rotor through a magnetic field rather than a physical mechanical connection. Such magnetic coupling is very convenient for liquid pumps and as, in our case, propeller systems, since a static, physical barrier can be placed between the stationary and rotating part of the system to separate the fluid from the electrically supplied stator operating in air. Therefore, magnetic couplings preclude the use of shaft seals, which eventually wear out and fail from the sliding of two surfaces against each other. In this work, a system identification process of a rim driven bow thruster is implemented employing data series obtained by tests on a prototype scale model. System Identification leads to a black-box model of the system. The model derived can be extrapolated by grey-box modeling techniques for further design improvements. A control system for the proposed thruster is developed and validated through both computer and hardware-in-the-loop simulation, after its implementation onboard a broadly used industrial Programmable Logic Controller (PLC). The mathematical model of the bow thruster mechanism is developed and the performance is analysed by using Matlab/Simulink.


2008 ◽  
Vol 51 (2) ◽  
pp. 271-281 ◽  
Author(s):  
Perfecto Reguera Acevedo ◽  
Juan JosÉ Fuertes Martinez ◽  
Manuel Dominguez Gonzalez ◽  
Roberto Garcia Valencia

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