Описание: This thesis provides a systematic and integral answer to an open problem concerning the universality of dynamic fuzzy controllers. It presents a number of novel ideas and approaches to various issues including universal function approximation, universal fuzzy models, universal fuzzy stabilization controllers, and universal fuzzy integral sliding mode controllers. The proposed control design criteria can be conveniently verified using the MATLAB toolbox. Moreover, the thesis provides a new, easy-to-use form of fuzzy variable structure control. Emphasis is given to the point that, in the context of deterministic/stochastic systems in general, the authors are in fact discussing non-affine nonlinear systems using a class of generalized T-S fuzzy models, which offer considerable potential in a wide range of applications.
Neural networks are getting smaller. Much smaller. The OK Google team, for example, has run machine learning models that are just 14 kilobytes in size--small enough to work on the digital signal processor in an Android phone. With this practical book, you'll learn about TensorFlow Lite for Microcontrollers, a miniscule machine learning library that allows you to run machine learning algorithms on tiny hardware.
Authors Pete Warden and Daniel Situnayake explain how you can train models that are small enough to fit into any environment, including small embedded devices that can run for a year or more on a single coin cell battery. Ideal for software and hardware developers who want to build embedded devices using machine learning, this guide shows you how to create a TinyML project step-by-step. No machine learning or microcontroller experience is necessary.
Learn practical machine learning applications on embedded devices, including simple uses such as speech recognition and gesture detection
Train models such as speech, accelerometer, and image recognition, you can deploy on Arduino and other embedded platforms
Understand how to work with Arduino and ultralow-power microcontrollers
Use techniques for optimizing latency, energy usage, and model and binary size
Автор: Juan M. Mart?n-S?nchez; Jos? Rodellar Название: ADEX Optimized Adaptive Controllers and Systems ISBN: 3319097938 ISBN-13(EAN): 9783319097930 Издательство: Springer Рейтинг: Цена: 22203.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: ADEX Optimized Adaptive Controllers and Systems
Автор: Alexandre Seuret; Hitay ?zbay; Catherine Bonnet; H Название: Low-Complexity Controllers for Time-Delay Systems ISBN: 3319349880 ISBN-13(EAN): 9783319349886 Издательство: Springer Рейтинг: Цена: 15672.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume in the newly established series Advances in Delays and Dynamics (ADD@S) provides a collection of recent results on the design and analysis of Low Complexity Controllers for Time Delay Systems.
Автор: Alexandre Seuret; Hitay ?zbay; Catherine Bonnet; H Название: Low-Complexity Controllers for Time-Delay Systems ISBN: 3319055755 ISBN-13(EAN): 9783319055756 Издательство: Springer Рейтинг: Цена: 19591.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume in the newly established series Advances in Delays and Dynamics (ADD@S) provides a collection of recent results on the design and analysis of Low Complexity Controllers for Time Delay Systems.
Описание: The operation of process plants involves a large number of event-driven activities, such as the start-up and shut-down of the plant, the execution of emergency procedures and equipment interlocking. Despite the extent to which these control systems are used in practice, limited theoretical frameworks exist to support their analysis and design.
Автор: Juan M. Mart?n-S?nchez; Jos? Rodellar Название: ADEX Optimized Adaptive Controllers and Systems ISBN: 3319357913 ISBN-13(EAN): 9783319357911 Издательство: Springer Рейтинг: Цена: 18284.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Introduction and Fundamentals of Optimized Adaptive Controllers and Systems.- Introduction to Optimized Adaptive Controllers and Systems.- Scenarios, Notation and Stability Conditions.- Exercises for Part I.- Design of the Driver Block: Basic and Extended Predictive Control Strategies.- Basic Strategy of Predictive Control.- Extended Strategy of Predictive Control.- Exercises for Part II.- Design of the Adaptation Mechanism: Synthesis of the Adaptive System.- Analysis and Synthesis of the Adaptive System in the Real Case.- Exercises for Part III.- Stability Theory of Adaptive Predictive Control.- Stability Theory.- Exercises for Part IV.- Benchmark Applications of Predictive, Adaptive Predictive, and Optimized Adaptive Control.- Multivariable Control of a Distillation Column.- Control of a Bleach Plant in a Pulp Factory.- Technological realization of ADEX Optimized Adaptive Control Systems.- A Software Platform for Adaptive Predictive Expert Control Applications.- Application of ADEX COP v.1 to the Biological Process of a Wastewater Treatment Plant.- ADEX Optimized Adaptive Control System for the Sulfur Recovery Process at Pemex Cadereyta Refinery.- ADEX Optimized Adaptive Control System for Superheated Steam Temperature in a Coal-Fired Power Plant.- Appendices: Some Basic Concepts of System Analysis; Other Predictive Models and Performance Indices; Input/Output Properties of Stable Linear Processes; ADEX COP Manuals.
Описание: This book presents a detailed study on fractional-order, set-point, weighted PID control strategies and the development of curve-fitting-based approximation techniques for fractional-order parameters.
Автор: Rosario Toscano Название: Structured Controllers for Uncertain Systems ISBN: 1447159152 ISBN-13(EAN): 9781447159155 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book shows how to overcome system limitations imposed by lack of computing power or structure intrinsic to a controller. It offers detailed examples throughout, to aid readers in familiarizing themselves with the concepts presented.
Автор: Rosario Toscano Название: Structured Controllers for Uncertain Systems ISBN: 1447151879 ISBN-13(EAN): 9781447151876 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book shows how to overcome system limitations imposed by lack of computing power or structure intrinsic to a controller. It offers detailed examples throughout, to aid readers in familiarizing themselves with the concepts presented.
Автор: Kishore Bingi; Rosdiazli Ibrahim; Mohd Noh Karsiti Название: Fractional-order Systems and PID Controllers ISBN: 3030339335 ISBN-13(EAN): 9783030339333 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents a detailed study on fractional-order, set-point, weighted PID control strategies and the development of curve-fitting-based approximation techniques for fractional-order parameters.
Автор: Leticia Cervantes; Oscar Castillo Название: Hierarchical Type-2 Fuzzy Aggregation of Fuzzy Controllers ISBN: 3319266705 ISBN-13(EAN): 9783319266701 Издательство: Springer Рейтинг: Цена: 10480.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Whenfuzzy logic is used it make it easy to performed the simulations, these fuzzysystems help to model the behavior of a real systems, using the fuzzysystems fuzzy rules are generated and with this can generate the behavior ofany variable depending on the inputs and linguistic value.
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