Fuzzy Modeling For Control (International Series In Intelligent Technologies)

$499.00 New Out of stock Publisher: Springer
SKU: DADAX0792381548
ISBN : 9780792381549
Availability: Out Of Stock

Price:
$499.00

Domestic Shipping: $3.99

Internation Shipping (Except United states): $16
Condition :

Shipping & Tax will be calculated at Checkout.
Estimated delivery time 7-14 days.
International delivery time 2 to 4 weeks.

Fuzzy Modeling for Control (International Series in Intelligent Technologies)

Fuzzy Modeling for Control (International Series in Intelligent Technologies)

Rule-based fuzzy modeling has been recognised as a powerful technique for the modeling of partly-known nonlinear systems. Fuzzy models can effectively integrate information from different sources, such as physical laws, empirical models, measurements and heuristics. Application areas of fuzzy models include prediction, decision support, system analysis, control design, etc. Fuzzy Modeling for Control addresses fuzzy modeling from the systems and control engineering points of view. It focuses on the selection of appropriate model structures, on the acquisition of dynamic fuzzy models from process measurements (fuzzy identification), and on the design of nonlinear controllers based on fuzzy models. To automatically generate fuzzy models from measurements, a comprehensive methodology is developed which employs fuzzy clustering techniques to partition the available data into subsets characterized by locally linear behaviour. The relationships between the presented identification method and linear regression are exploited, allowing for the combination of fuzzy logic techniques with standard system identification tools. Attention is paid to the trade-off between the accuracy and transparency of the obtained fuzzy models. Control design based on a fuzzy model of a nonlinear dynamic process is addressed, using the concepts of model-based predictive control and internal model control with an inverted fuzzy model. To this end, methods to exactly invert specific types of fuzzy models are presented. In the context of predictive control, branch-and-bound optimization is applied. The main features of the presented techniques are illustrated by means of simple examples. In addition, three real-world applications are described. Finally, software tools for building fuzzy models from measurements are available from the author.

Specification of Fuzzy Modeling for Control (International Series in Intelligent Technologies)

GENERAL
AuthorRobert Babuška
BindingHardcover
LanguageEnglish
Edition1998
ISBN-100792381548
ISBN-139780792381549
PublisherSpringer
Publication Year1998
DIMENSIONS
Height6.14 inch.
Length0.75 inch.
Width9.21 inch.
Weight1.44 pounds.

Write a review


Your Name:


Your Email:


Your Review:

Note: HTML is not translated!

Rating: Bad           Good

Enter the code in the box below: