Monitoring Diagnosis And Control For Manufacturing Processes Via Artificial Neural Networks

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Monitoring Diagnosis And Control For Manufacturing Processes Via Artificial Neural Networks

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Author : Edward James Ko
language : en
Publisher:
Release Date : 1990

Monitoring Diagnosis And Control For Manufacturing Processes Via Artificial Neural Networks written by Edward James Ko and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with categories.

Unsupervised Process Monitoring And Fault Diagnosis With Machine Learning Methods

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Author : Chris Aldrich
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-06-15

Unsupervised Process Monitoring And Fault Diagnosis With Machine Learning Methods written by Chris Aldrich and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-15 with Computers categories.

This unique text/reference describes in detail the latest advances in unsupervised process monitoring and fault diagnosis with machine learning methods. Abundant case studies throughout the text demonstrate the efficacy of each method in real-world settings. The broad coverage examines such cutting-edge topics as the use of information theory to enhance unsupervised learning in tree-based methods, the extension of kernel methods to multiple kernel learning for feature extraction from data, and the incremental training of multilayer perceptrons to construct deep architectures for enhanced data projections. Topics and features: discusses machine learning frameworks based on artificial neural networks, statistical learning theory and kernel-based methods, and tree-based methods; examines the application of machine learning to steady state and dynamic operations, with a focus on unsupervised learning; describes the use of spectral methods in process fault diagnosis.

Information Technology For Balanced Manufacturing Systems

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Author : Weiming Shen
language : en
Publisher: Springer
Release Date : 2007-03-07

Information Technology For Balanced Manufacturing Systems written by Weiming Shen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-07 with Technology & Engineering categories.

BASYS conferences were initially organized to promote the development of balanced automation systems. The first BASYS conference was successfully launched in Victoria, Brazil, in 1995. BASYS'06 is the 7th edition in this series. This book comprises three invited keynote papers and forty-nine regular papers accepted for presentation at the conference. All together, these papers will make significant contributions to the literature of Intelligent Technology for Balanced Manufacturing Systems.

Advances In Manufacturing

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Author : Spyros G. Tzafestas
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Advances In Manufacturing written by Spyros G. Tzafestas and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.

Modern manufacturing systems involve many processes and operations at various hierarchical levels of decision, control and execution. New applications for systems are arising from the synergy of machines, tools, robots and computers with management and information technologies. Novel systems are designed and put into operation to manufacture old and new high-quality products with speed, accuracy and economy. This book contains over thirty papers that examine state-of-the-art and how-to-do issues, as well as new solutions. Topics covered include: Process planning/scheduling and machine-cell design Process monitoring, inspection, diagnosis and maintenance Forecasting, optimization and control Design and control of robotic automated crane systems Applications: including laser material processing, stereolithography systems, alimentary pasta processes and automated/robotic road construction and maintenance. The book explores key elements and critical factors, presents new results and tools that are applicable to real situations.

Multi Sensor Integration Using Neural Networks For Predicting Quality Characteristics Of End Milled Parts Effects Of Training Parameters And Learning Rules

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Author : Olawale Adetona
language : en
Publisher:
Release Date : 1994

Multi Sensor Integration Using Neural Networks For Predicting Quality Characteristics Of End Milled Parts Effects Of Training Parameters And Learning Rules written by Olawale Adetona and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.

Design And Implementation Of Intelligent Manufacturing Systems

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Author : Mohammed Jamshidi
language : en
Publisher: Pearson Education
Release Date : 1995-05-24

Design And Implementation Of Intelligent Manufacturing Systems written by Mohammed Jamshidi and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-05-24 with Technology & Engineering categories.

The introduction of artificial intelligence, neural networks, and fuzzy logic into industry has given a new perspective to manufacturing processes in the U.S. and abroad. To help readers keep pace, this book addresses topics of intelligent manufacturing from a variety of theoretical, empirical, design, and implementation perspectives.

Intelligent Modeling Diagnosis And Control Of Manufacturing Processes

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Author : Bei-Tseng Bill Chu
language : en
Publisher: World Scientific Publishing Company Incorporated
Release Date : 1992

Intelligent Modeling Diagnosis And Control Of Manufacturing Processes written by Bei-Tseng Bill Chu and has been published by World Scientific Publishing Company Incorporated this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Technology & Engineering categories.

1. Manufacturing diagnosis and control: a task-specific approach / W.F. Punch III, A.K. Goel and J. Sticklen -- 2. The theory and application of diagnostic and control expert system based on plant model / J. Suzuki and M. Iwamasa -- 3. Integrated problem solving for the diagnosis of interacting process malfunctions / J.K. McDowell and J.F. Davis -- 4. A neural network model for diagnostic problem solving / Y. Peng and J.A. Reggia -- 5. Process control system for VLSI fabrication / E. Sachs [und weitere] -- 6. Development and application of equipment-specific process models for semiconductor manufacturing / K.-K. Lin and C. Spanos -- 7. Continuous equipment diagnosis using evidence integration - an LPCVD application / N.H. Chang, and C. Spanos -- 8. Equipment/instrument diagnosis with continuous and discrete causal relationships / B.-T.B. Chu -- 9. Intelligent control of semiconductor manufacturing processes / S.-S. Chen -- 10. A machine learning approach to diagnosis and control with applications in semiconductor manufacturing / K.B. Irani [und weitere]

Artificial Neural Networks For Intelligent Manufacturing

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Author : C.H. Dagli
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Artificial Neural Networks For Intelligent Manufacturing written by C.H. Dagli and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.

The quest for building systems that can function automatically has attracted a lot of attention over the centuries and created continuous research activities. As users of these systems we have never been satisfied, and demand more from the artifacts that are designed and manufactured. The current trend is to build autonomous systems that can adapt to changes in their environment. While there is a lot to be done before we reach this point, it is not possible to separate manufacturing systems from this trend. The desire to achieve fully automated manufacturing systems is here to stay. Manufacturing systems of the twenty-first century will demand more flexibility in product design, process planning, scheduling and process control. This may well be achieved through integrated software and hardware archi tectures that generate current decisions based on information collected from manufacturing systems environment, and execute these decisions by converting them into signals transferred through communication network. Manufacturing technology has not yet reached this state. However, the urge for achieving this goal is transferred into the term 'Intelligent Systems' that we started to use more in late 1980s. Knowledge-based systems, our first efforts in this endeavor, were not sufficient to generate the 'Intelligence' required - our quest still continues. Artificial neural network technology is becoming an integral part of intelligent manufacturing systems and will have a profound impact on the design of autonomous engineering systems over the next few years.

Transport Phenomena In Food Processing First International Conference Proceedings

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Author : Selcuk Guceri
language : en
Publisher: CRC Press
Release Date : 1992-11-30

Transport Phenomena In Food Processing First International Conference Proceedings written by Selcuk Guceri and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-11-30 with Technology & Engineering categories.

Monitoring And Control Of Machining Processes Using Neural Networks

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Author : Gi Sang Choi
language : en
Publisher:
Release Date : 1990

Monitoring And Control Of Machining Processes Using Neural Networks written by Gi Sang Choi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with categories.