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Book
Intelligent Condition Based Monitoring : For Turbines, Compressors, and Other Rotating Machines
Authors: ---
ISBN: 9811505128 981150511X Year: 2020 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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Abstract

This book discusses condition based monitoring of rotating machines using intelligent adaptive systems. The book employs computational intelligence and fuzzy control principles to deliver a module that can adaptively monitor and optimize machine health and performance. This book covers design and performance of such systems and provides case studies and data models for fault detection and diagnosis. The contents cover everything from optimal sensor positioning to fault diagnosis. The principles laid out in this book can be applied across rotating machinery such as turbines, compressors, and aircraft engines. The adaptive fault diagnostics systems presented can be used in multiple time and safety critical applications in domains such as aerospace, automotive, deep earth and deep water exploration, and energy. .


Digital
Intelligent Condition Based Monitoring : For Turbines, Compressors, and Other Rotating Machines
Authors: ---
ISBN: 9789811505126 Year: 2020 Publisher: Singapore Springer Singapore, Imprint: Springer

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Abstract

This book discusses condition based monitoring of rotating machines using intelligent adaptive systems. The book employs computational intelligence and fuzzy control principles to deliver a module that can adaptively monitor and optimize machine health and performance. This book covers design and performance of such systems and provides case studies and data models for fault detection and diagnosis. The contents cover everything from optimal sensor positioning to fault diagnosis. The principles laid out in this book can be applied across rotating machinery such as turbines, compressors, and aircraft engines. The adaptive fault diagnostics systems presented can be used in multiple time and safety critical applications in domains such as aerospace, automotive, deep earth and deep water exploration, and energy. .


Book
Artificial Intelligent Algorithms for Image Dehazing and Non-Uniform Illumination Enhancement
Authors: ---
ISBN: 9789819720118 Year: 2024 Publisher: Singapore : Springer Nature Singapore : Imprint: Springer,

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This book offers a detailed insight of artificial intelligence (AI) algorithms for image dehazing and non-uniform illumination enhancement. In this book, various image enhancement techniques under hazy and non-uniform illumination conditions are discussed. The book specifically provides a detail on how to approach image enhancement under different outdoor conditions using AI tools. The biggest benefit a reader would accrue is to get exposed to the various aspects one should take care of while working with digital images. The book also includes multiple inventions which were recently introduced by the authors for image enhancement and reviews the state of the art in respective subject matters.


Digital
Artificial Intelligent Algorithms for Image Dehazing and Non-Uniform Illumination Enhancement
Authors: ---
ISBN: 9789819720118 9789819720101 9789819720125 9789819720132 Year: 2024 Publisher: Singapore Springer Nature


Book
Computational Intelligence: Theories, Applications and Future Directions - Volume II : ICCI-2017
Authors: ---
ISBN: 9811311358 981131134X Year: 2019 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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This book presents selected proceedings of ICCI-2017, discussing theories, applications and future directions in the field of computational intelligence (CI). ICCI-2017 brought together international researchers presenting innovative work on self-adaptive systems and methods. This volume covers the current state of the field and explores new, open research directions. The book serves as a guide for readers working to develop and validate real-time problems and related applications using computational intelligence. It focuses on systems that deal with raw data intelligently, generate qualitative information that improves decision-making, and behave as smart systems, making it a valuable resource for researchers and professionals alike.


Book
Computational Intelligence: Theories, Applications and Future Directions - Volume I : ICCI-2017
Authors: ---
ISBN: 9811311323 9811311315 Year: 2019 Publisher: Singapore : Springer Singapore : Imprint: Springer,

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Abstract

This book presents selected proceedings of ICCI-2017, discussing theories, applications and future directions in the field of computational intelligence (CI). ICCI-2017 brought together international researchers presenting innovative work on self-adaptive systems and methods. This volume covers the current state of the field and explores new, open research directions. The book serves as a guide for readers working to develop and validate real-time problems and related applications using computational intelligence. It focuses on systems that deal with raw data intelligently, generate qualitative information that improves decision-making, and behave as smart systems, making it a valuable resource for researchers and professionals alike.


Book
Improving classifier generalization : real-time machine learning based applications
Authors: ---
ISBN: 9811950733 9811950725 Year: 2023 Publisher: Gateway East, Singapore : Springer,

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Multi
Improving Classifier Generalization : Real-Time Machine Learning based Applications
Authors: ---
ISBN: 9789811950735 9789811950728 9789811950742 9789811950759 Year: 2023 Publisher: Singapore Springer Nature

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This book elaborately discusses techniques commonly used to improve generalization performance in classification approaches. The contents highlight methods to improve classification performance in numerous case studies: ranging from datasets of UCI repository to predictive maintenance problems and cancer classification problems. The book specifically provides a detailed tutorial on how to approach time-series classification problems and discusses two real time case studies on condition monitoring. In addition to describing the various aspects a data scientist must consider before finalizing their approach to a classification problem and reviewing the state of the art for improving classification generalization performance, it also discusses in detail the authors own contributions to the field, including MVPC - a classifier with very low VC dimension, a graphical indices based framework for reliable predictive maintenance and a novel general-purpose membership functions for Fuzzy Support Vector Machine which provides state of the art performance with noisy datasets, and a novel scheme to introduce deep learning in Fuzzy Rule based classifiers (FRCs). This volume will serve as a useful reference for researchers and students working on machine learning, health monitoring, predictive maintenance, time-series analysis, gene-expression data classification. .


Book
Intelligent Condition Based Monitoring
Authors: --- ---
ISBN: 9789811505126 Year: 2020 Publisher: Singapore Springer Singapore :Imprint: Springer


Book
Computational Intelligence: Theories, Applications and Future Directions - Volume I
Authors: --- ---
ISBN: 9789811311321 Year: 2019 Publisher: Singapore Springer Singapore :Imprint: Springer

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