Advanced Modeling and Optimization of Manufacturing Processes (eBook)

International Research and Development
eBook Download: PDF
2010 | 2011
XI, 380 Seiten
Springer London (Verlag)
978-0-85729-015-1 (ISBN)

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Advanced Modeling and Optimization of Manufacturing Processes -  R. Venkata Rao
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Advanced Modeling and Optimization of Manufacturing Processes presents a comprehensive review of the latest international research and development trends in the modeling and optimization of manufacturing processes, with a focus on machining. It uses examples of various manufacturing processes to demonstrate advanced modeling and optimization techniques. Both basic and advanced concepts are presented for various manufacturing processes, mathematical models, traditional and non-traditional optimization techniques, and real case studies. The results of the application of the proposed methods are also covered and the book highlights the most useful modeling and optimization strategies for achieving best process performance. In addition to covering the advanced modeling, optimization and environmental aspects of machining processes, Advanced Modeling and Optimization of Manufacturing Processes also covers the latest technological advances, including rapid prototyping and tooling, micromachining, and nano-finishing. Advanced Modeling and Optimization of Manufacturing Processes is written for designers and manufacturing engineers who are responsible for the technical aspects of product realization, as it presents new models and optimization techniques to make their work easier, more efficient, and more effective. It is also a useful text for practitioners, researchers, and advanced students in mechanical, industrial, and manufacturing engineering.

Dr. R. Venkata Rao is a Professor in the Department of Mechanical Engineering, S.V. National Institute of Technology, Surat, India. His institute is directly under the financial and administrative control of the Government of India. He has 21 years of teaching and research experience. He was deputed by the Government of India to Asian Institute of Technology, Bangkok, Thailand as a visiting Professor in 2008 and 2010. He gained his B.Tech in 1988, M.Tech in 1991, and Ph.D. in 2002. Dr. Rao's research interests include: CAD/CAM, CIMS, advanced optimization techniques, and fuzzy multiple attribute decision making methods. He has published more than 250 research papers in national and international journals and conference proceedings and received national and international awards for best research work. He has been a reviewer to many national and international journals and on the editorial boards of few International journals.

 

He has already authored three books entitled 'Decision Making in the Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods' and 'Advanced Modeling and Optimization of Manufacturing Processes: International Research and development' and 'Mechanical Design Optimization Using Advanced Optimization Techniques' and all these books have been published by Springer Verlag, UK in 2007, 2011 and 2012 respectively.


Advanced Modeling and Optimization of Manufacturing Processes presents a comprehensive review of the latest international research and development trends in the modeling and optimization of manufacturing processes, with a focus on machining. It uses examples of various manufacturing processes to demonstrate advanced modeling and optimization techniques. Both basic and advanced concepts are presented for various manufacturing processes, mathematical models, traditional and non-traditional optimization techniques, and real case studies. The results of the application of the proposed methods are also covered and the book highlights the most useful modeling and optimization strategies for achieving best process performance. In addition to covering the advanced modeling, optimization and environmental aspects of machining processes, Advanced Modeling and Optimization of Manufacturing Processes also covers the latest technological advances, including rapid prototyping and tooling, micromachining, and nano-finishing. Advanced Modeling and Optimization of Manufacturing Processes is written for designers and manufacturing engineers who are responsible for the technical aspects of product realization, as it presents new models and optimization techniques to make their work easier, more efficient, and more effective. It is also a useful text for practitioners, researchers, and advanced students in mechanical, industrial, and manufacturing engineering.

Dr. R. Venkata Rao is a Professor in the Department of Mechanical Engineering, S.V. National Institute of Technology, Surat, India. His institute is directly under the financial and administrative control of the Government of India. He has 21 years of teaching and research experience. He was deputed by the Government of India to Asian Institute of Technology, Bangkok, Thailand as a visiting Professor in 2008 and 2010. He gained his B.Tech in 1988, M.Tech in 1991, and Ph.D. in 2002. Dr. Rao's research interests include: CAD/CAM, CIMS, advanced optimization techniques, and fuzzy multiple attribute decision making methods. He has published more than 250 research papers in national and international journals and conference proceedings and received national and international awards for best research work. He has been a reviewer to many national and international journals and on the editorial boards of few International journals. He has already authored three books entitled “Decision Making in the Manufacturing Environment Using Graph Theory and Fuzzy Multiple Attribute Decision Making Methods” and “Advanced Modeling and Optimization of Manufacturing Processes: International Research and development” and “Mechanical Design Optimization Using Advanced Optimization Techniques” and all these books have been published by Springer Verlag, UK in 2007, 2011 and 2012 respectively.

Preface 6
Contents 8
Overview 11
1.1 Manufacturing Processes 11
1.2 Need for Modeling and Optimization of Manufacturing Processes 12
1.3 Some Important Modeling and Optimization Techniques 14
References 61
Modeling and Optimization of Machining Processes 65
2.1 Introduction 65
2.2 Milling Process 67
2.3 Grinding Process 94
2.4 Turning Process 117
2.5 Drilling Process 135
2.6 Finishing Processes 157
References 170
Modeling and Optimization of Modern Machining Processes 186
3.1 Modern Machining Processes 186
3.2 AWJM Process 187
3.3 Ultrasonic Machining Process 201
3.4 Wire Electric Discharge Machining (WEDM) Process 212
3.5 ECM Process 231
3.6 LBM Process 249
3.7 Electro Chemical Discharge Machining: A Hybrid Machining Process 261
3.8 Micro-Milling Process 266
3.9 Micro-Drilling Process 274
References 282
Modeling and Optimization of Nano- finishing Processes 294
4.1 Introduction 294
4.2 Abrasive Flow Machining Process 295
4.3 Magnetic Abrasive Finishing Process 307
4.4 Magnetorheological Abrasive Flow Finishing Process 316
4.5 Electrolytic In-process Dressing Process 318
References 322
Modeling and Optimization of Rapid Prototyping Processes 326
5.1 Introduction 326
5.2 Modeling and Optimization 327
References 345
Environmental Aspects of Manufacturing Processes 348
6.1 Environmentally Conscious Manufacturing 348
6.2 Environment-friendly Machining 351
References 366
Meta-Heuristic Optimization Techniques: Sample Codes 370
A.1.1 ABC Code 370
A.1.2 PSO Code 375
A.1.3 SA Code 382
Index 387

Erscheint lt. Verlag 1.12.2010
Reihe/Serie Springer Series in Advanced Manufacturing
Zusatzinfo XI, 380 p.
Verlagsort London
Sprache englisch
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Mathematik / Informatik Mathematik Angewandte Mathematik
Technik Maschinenbau
Schlagworte CP7113 • Iterative Mathematical Search Techniques • Manufacturing Processes • Mathematical Modelling • meta-heuristics • Multi-Objective Optimization
ISBN-10 0-85729-015-0 / 0857290150
ISBN-13 978-0-85729-015-1 / 9780857290151
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