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Book
Applications of Artificial Intelligence Techniques in Industry 4.0
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ISBN: 9811326401 9811326398 Year: 2019 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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This book is to presents and evaluates a way of modelling and optimizing nonlinear RFID Network Planning (RNP) problems using artificial intelligence techniques. It uses Artificial Neural Network models (ANN) to bind together the computational artificial intelligence algorithm with knowledge representation an efficient artificial intelligence paradigm to model and optimize RFID networks. This effort leads to proposing a novel artificial intelligence algorithm which has been named hybrid artificial intelligence optimization technique to perform optimization of RNP as a hard learning problem. This hybrid optimization technique consists of two different optimization phases. First phase is optimizing RNP by Redundant Antenna Elimination (RAE) algorithm and the second phase which completes RNP optimization process is Ring Probabilistic Logic Neural Networks (RPLNN). The hybrid paradigm is explored using a flexible manufacturing system (FMS) and the results are compared with well-known evolutionary optimization technique namely Genetic Algorithm (GA) to demonstrate the feasibility of the proposed architecture successfully.


Book
Emerging Trends in Mechatronics
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ISBN: 1789843200 1789843197 Year: 2020 Publisher: London : IntechOpen,

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Book
Emerging Trends in Mechatronics
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ISBN: 1839685050 Year: 2020 Publisher: [s.l.] : IntechOpen,

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Mechatronics is a multidisciplinary branch of engineering combining mechanical, electrical and electronics, control and automation, and computer engineering fields. The main research task of mechatronics is design, control, and optimization of advanced devices, products, and hybrid systems utilizing the concepts found in all these fields. The purpose of this special issue is to help better understand how mechatronics will impact on the practice and research of developing advanced techniques to model, control, and optimize complex systems. The special issue presents recent advances in mechatronics and related technologies. The selected topics give an overview of the state of the art and present new research results and prospects for the future development of the interdisciplinary field of mechatronic systems.


Book
Applied Complex Flow : Applications of Complex Flows and CFD
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ISBN: 9811977453 9811977461 Year: 2023 Publisher: Singapore Springer

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Control Engineering in Mechatronics
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ISBN: 9811677743 9811677751 Year: 2023 Publisher: Singapore Springer Singapore Pte. Limited

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Applications of Artificial Intelligence Techniques in Industry 4.0
Author:
ISBN: 9789811326400 Year: 2019 Publisher: Singapore Springer Singapore, Imprint: Springer

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Abstract

This book is to presents and evaluates a way of modelling and optimizing nonlinear RFID Network Planning (RNP) problems using artificial intelligence techniques. It uses Artificial Neural Network models (ANN) to bind together the computational artificial intelligence algorithm with knowledge representation an efficient artificial intelligence paradigm to model and optimize RFID networks. This effort leads to proposing a novel artificial intelligence algorithm which has been named hybrid artificial intelligence optimization technique to perform optimization of RNP as a hard learning problem. This hybrid optimization technique consists of two different optimization phases. First phase is optimizing RNP by Redundant Antenna Elimination (RAE) algorithm and the second phase which completes RNP optimization process is Ring Probabilistic Logic Neural Networks (RPLNN). The hybrid paradigm is explored using a flexible manufacturing system (FMS) and the results are compared with well-known evolutionary optimization technique namely Genetic Algorithm (GA) to demonstrate the feasibility of the proposed architecture successfully.


Multi
Applied Complex Flow : Applications of Complex Flows and CFD
Author:
ISBN: 9789811977466 9789811977459 9789811977473 9789811977480 Year: 2023 Publisher: Singapore Springer Nature

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This book presents improved numerical techniques and applied computer-aided simulations as a part of emerging trends in mechatronics in all areas related to complex fluids, with particular focus on using a combination of modeling, theory, and simulation to study systems that are complex due to the rheology of fluids (i.e., ceramic pastes, polymer solutions and melts, colloidal suspensions, emulsions, foams, micro-/nanofluids, etc.) and multiphysics phenomena in which the interactions of various effects (thermal, chemical, electric, magnetic, or mechanical) lead to complex dynamics. The areas of applications span materials processing, manufacturing, and biology.


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Control Engineering in Mechatronics
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ISBN: 9789811677755 9789811677748 9789811677762 9789811677779 Year: 2023 Publisher: Singapore Springer Nature

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This book provides an in-depth understanding of the fundamental scientific principles and technologies used in the design of modern computer-controlled machines and processes. It emphasizes the synergies in the design process and explores the challenges and opportunities for integrating diverse engineering disciplines. The book consists of six chapters that cover a wide range of topics related to mechatronics and control system engineering. Overall, the book is an excellent resource for professionals, engineers, researchers, and students who want to gain a comprehensive understanding of the trans-disciplinary field of mechatronics and control systems engineering.


Book
Computer-Based Analysis of the Stochastic Stability of Mechanical Structures Driven by White and Colored Noise
Authors: ---
ISBN: 9811362181 9811362173 Year: 2019 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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This book provides a concise introduction to the behavior of mechanical structures and testing their stochastic stability under the influence of noise. It explains the physical effects of noise and in particular the concept of Gaussian white noise. In closing, the book explains how to model the effects of noise on mechanical structures, and how to nullify / compensate for it by designing effective controllers.


Book
Applications of artificial intelligence in tunnelling and underground space technology
Authors: ---
ISBN: 9811610347 9811610339 Year: 2021 Publisher: Gateway East, Singapore : Springer,

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This book covers the tunnel boring machine (TBM) performance classifications, empirical models, statistical and intelligent-based techniques which have been applied and introduced by the researchers in this field. In addition, a critical review of the available TBM performance predictive models will be discussed in details. Then, this book introduces several predictive models i.e., statistical and intelligent techniques which are applicable, powerful and easy to implement, in estimating TBM performance parameters. The introduced models are accurate enough and they can be used for prediction of TBM performance in practice before designing TBMs. .

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