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 Food Security and Risk Reduction in Bangladesh by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Opera House Acoustics Based on Subjective Preference Theory by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Environmental Change and the Social Response in the Amur River Basin by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Advanced Structural Wind Engineering by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Androgenetic Alopecia by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Modern Classical Economics and Reality by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Recovery from the Indian Ocean Tsunami by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Clinical Biomechanics and Related Research by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Chimpanzee Behavior in the Wild by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Acetic Acid Bacteria by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Vertebrate Photoreceptors by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Sugar Chains by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Serviceology for Services by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Operative Treatment of Pelvic Tumors by Kohei Ohtsu, Hui Peng, Genshiro Kitagawa
Cover of the book Cardiac-Vascular Remodeling and Functional Interaction 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