Time Series Modeling for Analysis and Control

Advanced Autopilot and Monitoring Systems

Nonfiction, Science & Nature, Mathematics, Statistics, Computers, Application Software
Cover of the book Time Series Modeling for Analysis and Control by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa, Springer Japan
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Kohei Ohtsu, Hui Peng, Genshiro Kitagawa ISBN: 9784431553038
Publisher: Springer Japan Publication: March 19, 2015
Imprint: Springer Language: English
Author: Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
ISBN: 9784431553038
Publisher: Springer Japan
Publication: March 19, 2015
Imprint: Springer
Language: English

This book presents multivariate time series methods for the analysis and optimal control of feedback systems. Although ships’ autopilot systems are considered through the entire book, the methods set forth in this book can be applied to many other complicated, large, or noisy feedback control systems for which it is difficult to derive a model of the entire system based on theory in that subject area. The basic models used in this method are the multivariate autoregressive model with exogenous variables (ARX) model and the radial bases function net-type coefficients ARX model. The noise contribution analysis can then be performed through the estimated autoregressive (AR) model and various types of autopilot systems can be designed through the state–space representation of the models. The marine autopilot systems addressed in this book include optimal controllers for course-keeping motion, rolling reduction controllers with rudder motion, engine governor controllers, noise adaptive autopilots, route-tracking controllers by direct steering, and the reference course-setting approach. The methods presented here are exemplified with real data analysis and experiments on real ships. This book is highly recommended to readers who are interested in designing optimal or adaptive controllers not only of ships but also of any other complicated systems under noisy disturbance conditions.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book presents multivariate time series methods for the analysis and optimal control of feedback systems. Although ships’ autopilot systems are considered through the entire book, the methods set forth in this book can be applied to many other complicated, large, or noisy feedback control systems for which it is difficult to derive a model of the entire system based on theory in that subject area. The basic models used in this method are the multivariate autoregressive model with exogenous variables (ARX) model and the radial bases function net-type coefficients ARX model. The noise contribution analysis can then be performed through the estimated autoregressive (AR) model and various types of autopilot systems can be designed through the state–space representation of the models. The marine autopilot systems addressed in this book include optimal controllers for course-keeping motion, rolling reduction controllers with rudder motion, engine governor controllers, noise adaptive autopilots, route-tracking controllers by direct steering, and the reference course-setting approach. The methods presented here are exemplified with real data analysis and experiments on real ships. This book is highly recommended to readers who are interested in designing optimal or adaptive controllers not only of ships but also of any other complicated systems under noisy disturbance conditions.

More books from Springer Japan

Cover of the book Computed Radiography by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Color Atlas of Surgical Anatomy for Esophageal Cancer by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Principia Designae - Pre-Design, Design, and Post-Design by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Rigorous Time Slicing Approach to Feynman Path Integrals by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Behavioral Decision Theory by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Molecular Pathology of Gastroenterological Cancer by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book π-Stacked Polymers and Molecules by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Gastric Anisakiasis in Japan by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Service Systems Science by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Atlas of Brain Tumors by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Longitudinal Double-Spin Asymmetry of Electrons from Heavy Flavor Decays in Polarized p + p Collisions at √s = 200 GeV by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Urban Mining Systems by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Kawasaki Disease by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book A Mathematical Approach to Research Problems of Science and Technology by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Analysis and Control of Complex Dynamical Systems by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy