MIMO Nonlinear Process Control Using Neuro-Fuzzy System - Nguyen Quoc Dinh
-35% koodilla BOOKS
Toimitus 12-18 arkipäivässä
30 päivän palautusoikeus
This study applied ANNs and NFS in modeling and control of a real MIMO industrial nonlinear process. Actually, this work presented a comparative study using ANNs and CoActive Neuro-Fuzzy Inference System (CANFIS) in modeling a quite complicated MIMO nonlinear temperature process of roller kiln used in ceramic tile manufacturing line. By this study, we proved that CANFIS is better suited for modeling this te ... Täydellinen kuvaus
Saatat myös pitää
TOP
INCOSE Systems Engineering Handbook
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
If Anyone Builds It, Everyone Dies: The Case Against Superintelligent AI
Eliezer Yudkowsky, Nate Soares
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Open Circuits: The Inner Beauty of Electronic Components
Eric Schlaepfer, Windell Oskay
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Get started with MicroPython on Raspberry Pi Pico: The Official Raspberry Pi Pico Guide
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
We Are Not Machines: The Fight for the Future of Work
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Foundations of Flavor: The Noma Guide to Fermentation: Including Step-By-Step Information on Making and Cooking with: Koji, Kombuchas, Shoyus, Misos, Vinegars, Garums, Lacto-Ferments and black Fruits Vegetables
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Nucleo Boards Programming with the STM32CubeIDE: Hands-on in more than 50 projects
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
Steven L. Brunton, J. Nathan Kutz
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Black Holes: The Key to Understanding the Universe
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Practical Electronics for Inventors
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Flowers For Algernon: A Modern Literary Classic
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Human Compatible: Artificial Intelligence and the Problem of Control
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
How To Read Water: Clues & Patterns from Puddles to the Sea
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Make: Electronics: Learning by Discovery: A hands-on primer for the new electronics enthusiast
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Mastering the Arduino Uno R4: Programming and Projects for the Minima and WiFi
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
The Idea Factory: Bell Labs and the Great Age of American Innovation
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Fundamentals of Aerodynamics ISE
Christopher Cadou, John D. Anderson
-35% koodilla BOOKS
Toimittajalla varastossa
TOP
Foundation Design and Construction
-35% koodilla BOOKS
Toimittajalla varastossa
Kuvaus
This study applied ANNs and NFS in modeling and control of a real MIMO industrial nonlinear process. Actually, this work presented a comparative study using ANNs and CoActive Neuro-Fuzzy Inference System (CANFIS) in modeling a quite complicated MIMO nonlinear temperature process of roller kiln used in ceramic tile manufacturing line. By this study, we proved that CANFIS is better suited for modeling this temperature process, therefore, CANFIS model was used to represent the studied plant in control phase of this study. In next step, an ANNs controller has been designed to control the above-mentioned temperature process using a feedback control diagram. The designed controller¿s performance is then tested by a Visual C++ project and the resulting numerical data showed that this controller can work accurately and reliably even when the roller kiln setpoint temperature set changes. The defects occurring in finished ceramic tiles that partially or fully involve performance of kiln temperature process will be minimized if the CANFIS modeling and ANNs controller is used.
Lisätietoja
| Kirjoittaja | Nguyen Quoc Dinh |
|---|---|
| Julkaisija | LAP LAMBERT Academic Publishing |
| Julkaisuvuosi | 2022 |
| Kannen tyyppi | Pehmeäkantinen |
| EAN | 9786202670081 |