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Topics in Intelligent Engineering and Informatics Ser.: Dual-Control-Design : TP/TS Fuzzy Model Transformation Based Control Optimisation and Design by Péter Baranyi (2023, Hardcover)

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About this product

Product Identifiers

PublisherSpringer International Publishing A&G

ISBN-103031445740

ISBN-139783031445743

eBay Product ID (ePID)14062504574

Product Key Features

Number of PagesXxi, 249 Pages

Publication NameDual-Control-Design : Tp/TS Fuzzy Model Transformation Based Control Optimisation and Design

LanguageEnglish

Publication Year2023

SubjectEngineering (General), Intelligence (Ai) & Semantics, General, Electrical

TypeTextbook

AuthorPéter Baranyi

Subject AreaMathematics, Computers, Technology & Engineering

SeriesTopics in Intelligent Engineering and Informatics Ser.

FormatHardcover

Dimensions

Item Weight20.3 Oz

Item Length9.3 in

Item Width6.1 in

Additional Product Features

Dewey Edition23

Series Volume Number17

Number of Volumes1 vol.

IllustratedYes

Dewey Decimal629.83120151313

Table Of ContentKey Messages of the Book.- Outline of the Book.- Notations and Basic Concepts.- Discretization via Random and Rectangular Grids Leading to Bi-Linear Approximations.- TP Grid Structure of Functions.- TP Model Transformation.- TS Fuzzy Model Transformation.

SynopsisThe TP and TS Fuzzy model transformation based control design has revolutionized the field of control design by introducing a highly effective approach. Through the TP model transformation, it has become evident that the design of controllers and observers, as well as the effectiveness of applied LMIs, are greatly influenced by the shape of the antecedent Fuzzy sets and the number and location of the consequent systems. Furthermore, the TP model transformation has revealed that the sensitivity of controller and observer design differs in nature. This implies that the overseer and controller design require different TS Fuzzy model representations of the system at hand. This book offers a comprehensive exploration of this phenomenon. The book introduces several new theoretical advancements in the TP or TS Fuzzy model transformation based control design framework. It presents a complete framework for TP and TS Fuzzy model transformation and offers various tools based on this approach to enhance control design effectiveness. The book introduces novel theoretical concepts, such as interpolation between alternative TS Fuzzy model representations, which leads to a new optimization framework. It also explores methods to achieve further complexity reduction beyond rank minimization. Additionally, the book addresses the execution of TS Fuzzy model transformation for large-sized problems and demonstrates how to reinforce various properties of antecedent Fuzzy sets through manipulation. Practical hints and guidance for control design is provided throughout the book, with examples illustrating the application of novel solutions. Matlab codes are also included to facilitate the implementation of the proposed methods., Focuses on the Tensor Product (TP) model transformation that is capable of constructing and manipulating polytopic representations of given quasi Linear Parameter Varying (qLPV) models Summarizes the state-of-the-art results of a new control system design direction Presents theoretical and practical aspects

LC Classification NumberQ342