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Frontiers in Statistical Quality Control 9
  • Language: en
  • Pages: 367

Frontiers in Statistical Quality Control 9

The twenty-three papers in this volume are carefully selected, reviewed and revised for this volume, and are divided into two parts: Part 1: "On-line Control" with subchapters 1.1 "Control Charts" and 1.2 "Surveillance Sampling and Sampling Plans" and Part 2:"Off-line Control".

Interpretability for Industry 4.0 : Statistical and Machine Learning Approaches
  • Language: en
  • Pages: 130

Interpretability for Industry 4.0 : Statistical and Machine Learning Approaches

This volume provides readers with a compact, stimulating and multifaceted introduction to interpretability, a key issue for developing insightful statistical and machine learning approaches as well as for communicating modelling results in business and industry. Different views in the context of Industry 4.0 are offered in connection with the concepts of explainability of machine learning tools, generalizability of model outputs and sensitivity analysis. Moreover, the book explores the integration of Artificial Intelligence and robust analysis of variance for big data mining and monitoring in Additive Manufacturing, and sheds new light on interpretability via random forests and flexible generalized additive models together with related software resources and real-world examples.

Data-Driven Modeling for Additive Manufacturing of Metals
  • Language: en
  • Pages: 79

Data-Driven Modeling for Additive Manufacturing of Metals

Additive manufacturing (AM) is the process in which a three-dimensional object is built by adding subsequent layers of materials. AM enables novel material compositions and shapes, often without the need for specialized tooling. This technology has the potential to revolutionize how mechanical parts are created, tested, and certified. However, successful real-time AM design requires the integration of complex systems and often necessitates expertise across domains. Simulation-based design approaches, such as those applied in engineering product design and material design, have the potential to improve AM predictive modeling capabilities, particularly when combined with existing knowledge of ...

Bayesian Process Monitoring, Control and Optimization
  • Language: en
  • Pages: 350

Bayesian Process Monitoring, Control and Optimization

  • Type: Book
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  • Published: 2006-11-10
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  • Publisher: CRC Press

Although there are many Bayesian statistical books that focus on biostatistics and economics, there are few that address the problems faced by engineers. Bayesian Process Monitoring, Control and Optimization resolves this need, showing you how to oversee, adjust, and optimize industrial processes. Bridging the gap between application and dev

Geometric Tolerances
  • Language: en
  • Pages: 346

Geometric Tolerances

Geometric tolerances are changing the way we design and manufacture industrial products. Geometric Tolerances covers their impact on the world of design and production, highlighting new perspectives, possibilities, current issues and future challenges. The topics covered are designed to be relevant to readers from a variety of backgrounds, ranging from product designers and manufacturers to quality inspection engineers and quality engineers involved in statistical process monitoring. Areas included are: • selection of appropriate geometric tolerances and how they stack up in assembled products; • inspection of parts subjected to geometric tolerancing from the macro to the micro and sub-micro scales; and • enhancement of efficiency and efficacy of quality monitoring. Geometric Tolerances provides the reader with the most recent scientific research in the field, as well as with a significant amount of real-life industrial case studies, delivering a multidisciplinary, synoptic view of one of the hottest and most strategic topics in industrial production.

Italian Manufacturing Association Conference
  • Language: en
  • Pages: 514

Italian Manufacturing Association Conference

The book presents new advances in the field of manufacturing technologies. It focuses on the design and engineering of manufacturing processes; additive manufacturing and reverse engineering; assembly, disassembly and circular processes; system simulation, optimization and digital manufacturing; and materials processing technology. Keywords: Human Robot, Short Term Production Planning, Thermoplastic Composite Components, Compostable Materials, Diffusion Bonding, Superplastic Forming, Hardening Technologies, Physical Simulation Tests, Numerical Model, Dissimilar Material Welding, Additive Manufacturing, Laser Powder Bed Fusion, Fused Deposition Modeling, Laser Sintering, Fused Filament Fabrication, Manufacturing System Laser Welding, Wind Blades, Bandsaw Machine, PVC Tubes, Submerged Arc Welding, Multi-Layered Coatings, Cryogenics, Metal Piercing, Picosecond Laser Processing, Carbon Nanotube; Fiber Reinforced Composites, Tools With Complex Geometry. Carbon/Epoxy Composite, Rheological Additives, PP/flax Fibers, Human Well-being, Extruded Rods & Pipes, Laser Welding, E-mobility, WAAM Process, Glass Fiber.

The Age of Science-Tech Universities
  • Language: en
  • Pages: 164

The Age of Science-Tech Universities

  • Type: Book
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  • Published: 2021-12-28
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  • Publisher: Routledge

Analysing past and ongoing trends that have shaped the landscape of universities worldwide, this book explores the possible paths for the future of universities along three main dimensions characterizing key strategic choices: knowledge creation and dissemination, relationships within society and governance mechanisms. By sharing reflections and offering directions on the changing role of technical universities, especially in Europe, this book considers the change and disruption that are causing universities to reconsider their role. This book: provides an up-to-date picture of the role of technical universities in the European context critically discusses the strengths and weaknesses of tec...

Selected Topics in Manufacturing
  • Language: en
  • Pages: 339

Selected Topics in Manufacturing

This book presents selected contributions covering various scientific and technological areas by AITeM (Italian Manufacturing Association). The first part, "AITeM Young Researcher Award 2023," written by young AITeM associates, reflects the multifaceted nature of manufacturing research. It explores emerging technologies and interdisciplinary connections to go beyond product fabrication, developing a complex value creation ecosystem for high-value-added global competition. Topics include additive manufacturing, materials processing technology, assembly, disassembly, circular economy, manufacturing systems design and management, quality engineering, production metrology, process and system sim...

Advances in Artificial Intelligence in Manufacturing
  • Language: en
  • Pages: 207

Advances in Artificial Intelligence in Manufacturing

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Statistical Analysis of Profile Monitoring
  • Language: en
  • Pages: 298

Statistical Analysis of Profile Monitoring

A one-of-a-kind presentation of the major achievements in statistical profile monitoring methods Statistical profile monitoring is an area of statistical quality control that is growing in significance for researchers and practitioners, specifically because of its range of applicability across various service and manufacturing settings. Comprised of contributions from renowned academicians and practitioners in the field, Statistical Analysis of Profile Monitoring presents the latest state-of-the-art research on the use of control charts to monitor process and product quality profiles. The book presents comprehensive coverage of profile monitoring definitions, techniques, models, and applicat...