Thorsten Wuest's Books

Introduction to Advanced Manufacturing

By: Ramy Harik,Thorsten Wuest

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Introduction to Advanced Manufacturing

By: Ramy Harik,Thorsten Wuest

Introduction to Advanced Manufacturing was written by two experienced and passionate engineers whose mission is to make the subject of advanced manufacturing easy to understand and a practical solution to everyday problems. Harik, Ph.D. and Wuest, Ph.D., professors who have taught the subject for decades, combined their expertise to develop both an applied manual and a theoretical reference that addresses many different needs. Introduction to Advanced Manufacturing covers the following topics in detail: • Composites Manufacturing • Smart Manufacturing • Additive Manufacturing • Computer Aided Manufacturing • Polymers Manufacturing • Assembly Processes • Manufacturing Quality Control and Productivity • Subtractive Manufacturing • Deformative Manufacturing Introduction to Advanced Manufacturing offers a new, refreshing way of studying how things are made in the digital age. With academics and industry professionals in mind, Introduction to Advanced Manufacturing paves the ground for those interested in the new opportunities of Industry 4.0.

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Page Count

220

Publisher

SAE International

Published Date

ISBN 10

0768090962

ISBN 13

9780768090963

Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

By: Thorsten Wuest

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Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

By: Thorsten Wuest

The book reports on a novel approach for holistically identifying the relevant state drivers of complex, multi-stage manufacturing systems. This approach is able to utilize complex, diverse and high-dimensional data sets, which often occur in manufacturing applications, and to integrate the important process intra- and interrelations. The approach has been evaluated using three scenarios from different manufacturing domains (aviation, chemical and semiconductor). The results, which are reported in detail in this book, confirmed that it is possible to incorporate implicit process intra- and interrelations on both a process and programme level by applying SVM-based feature ranking. In practice, this method can be used to identify the most important process parameters and state characteristics, the so-called state drivers, of a manufacturing system. Given the increasing availability of data and information, this selection support can be directly utilized in, e.g., quality monitoring and advanced process control. Importantly, the method is neither limited to specific products, manufacturing processes or systems, nor by specific quality concepts.

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Page Count

284

Publisher

Springer

Published Date

ISBN 10

3319176110

ISBN 13

9783319176116

Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

By: Thorsten Wuest

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Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

By: Thorsten Wuest

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

284

Publisher

Springer

Published Date

ISBN 10

3319176110

ISBN 13

9783319176116

Book's by Thorsten Wuest

Introduction to Advanced Manufacturing

Introduction to Advanced Manufacturing

Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

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