Time Series Modeling for Analysis and Control is popular PDF and ePub book, written by Kohei Ohtsu in 2015-03-19, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Time Series Modeling for Analysis and Control can be Read Online from any device for your convenience.
Time Series Modeling for Analysis and Control Book PDF Summary
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.
Detail Book of Time Series Modeling for Analysis and Control PDF
- Author : Kohei Ohtsu
- Release : 19 March 2015
- Publisher : Springer
- ISBN : 9784431553038
- Genre : Mathematics
- Total Page : 127 pages
- Language : English
- PDF File Size : 9,7 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Time Series Modeling for Analysis and Control by Kohei Ohtsu, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.