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Big data analytics in smart manufacturing, P Suresh et al.


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Цена: 14545.00р.
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При оформлении заказа до: 2025-07-28
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Автор: P Suresh et al.
Название:  Big data analytics in smart manufacturing
Перевод названия: Аналитика больших данных в умном производстве
ISBN: 9781032065519
Издательство: Taylor&Francis
Классификация:











ISBN-10: 1032065516
Обложка/Формат: Hardback
Страницы: 192
Вес: 0.52 кг.
Дата издания: 14.12.2022
Язык: English
Иллюстрации: 25 tables, black and white; 51 line drawings, black and white; 17 halftones, black and white; 68 illustrations, black and white; 25 tables, black and white; 51 line drawings, black and white; 17 halftones, black and white; 68 illustrations, black and
Размер: 261 x 185 x 19
Читательская аудитория: Tertiary education (us: college)
Подзаголовок: Principles and practices
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Поставляется из: Европейский союз
Описание: The ultra-secure and immutable ledgers, strong, consensus mechanisms, decentralization, and self-sovereign identity of AI and IoT technologies have tremendous potential to rebalance and improve machine learning algorithms. This book discusses the possibility of using AI, IoT and machine learning for the enhancement of healthcare systems.


3d printing of sensors, actuators, and antennas for low-cost product manufacturing

Автор: Rupinder Singh, Balwinder Singh Dhaliwal, Shyam Sundar Pattnaik
Название: 3d printing of sensors, actuators, and antennas for low-cost product manufacturing
ISBN: 1032046805 ISBN-13(EAN): 9781032046808
Издательство: Taylor&Francis
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Цена: 12248.00 р.
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Описание: This book discusses the 3D printing of sensors, actuators, and antennas and illustrates how manufacturers can create smart materials that can be effectively used to prepare low-cost products. The book also includes how to select the appropriate process for your manufacturing needs. 3D Printing of Sensors, Actuators, and Antennas for Low-Cost Product Manufacturing offers the most recent developments in 3D printing of sensors, actuators, and antennas for low-cost product manufacturing; the book highlights some of the commercially available low-cost 3D printing processes that have higher efficiency and accuracy. Fundamental principles and working methodologies are presented with a critical review of the past work involved and current trends with future predictions. It covers composite and polymeric materials widely used and specifically focuses on low-cost elements. Recent breakthroughs and advantages in product manufacturing when printing smart materials are also discussed. Manufacturing engineers, product designers, manufacturing industries, as well as graduate students, and research scholars will find this book very useful for their work and studies.

Foundations & principles of distributed manufacturing

Автор: Kuhnle, Hermann Bitsch, Gunter
Название: Foundations & principles of distributed manufacturing
ISBN: 3319180770 ISBN-13(EAN): 9783319180779
Издательство: Springer
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Цена: 15672.00 р.
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Описание: Introduction.- Description of the Working Field.- Theory Building Approach.- Process Models and Networks' Analysis.- Smart Manufacturing Units.- Networking Tools and Information Models.- Conclusions and Outlook.

Advances in Production Management Systems. Smart Manufacturing for Industry 4.0

Автор: Ilkyeong Moon; Gyu M. Lee; Jinwoo Park; Dimitris K
Название: Advances in Production Management Systems. Smart Manufacturing for Industry 4.0
ISBN: 3030076245 ISBN-13(EAN): 9783030076245
Издательство: Springer
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Цена: 18167.00 р.
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Описание: The two-volume set IFIP AICT 535 and 536 constitutes the refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2018, held in Seoul, South Korea, in August 2018.The 129 revised full papers presented were carefully reviewed and selected from 149 submissions. They are organized in the following topical sections: lean and green manufacturing; operations management in engineer-to-order manufacturing; product-service systems, customer-driven innovation and value co-creation; collaborative networks; smart production for mass customization; global supply chain management; knowledge based production planning and control; knowledge based engineering; intelligent diagnostics and maintenance solutions for smart manufacturing; service engineering based on smart manufacturing capabilities; smart city interoperability and cross-platform implementation; manufacturing performance management in smart factories; industry 4.0 - digital twin; industry 4.0 - smart factory; and industry 4.0 - collaborative cyber-physical production and human systems.

Production Planning and Control in Semiconductor Manufacturing

Автор: Chen
Название: Production Planning and Control in Semiconductor Manufacturing
ISBN: 3031140648 ISBN-13(EAN): 9783031140648
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book systematically analyzes the applicability of big data analytics and Industry 4.0 from the perspective of semiconductor manufacturing management. It reports in real examples and presents case studies as supporting evidence. In recent years, technologies of big data analytics and Industry 4.0 have been frequently applied to the management of semiconductor manufacturing. However, related research results are mostly scattered in various journal issues or conference proceedings, and there is an urgent need for a systematic integration of these results. In addition, many related discussions have placed too much emphasis on the theoretical framework of information systems rather than on the needs of semiconductor manufacturing management. This book addresses these issues.

Big Data, Mining, and Analytics

Автор: Kudyba, Stephan
Название: Big Data, Mining, and Analytics
ISBN: 0367378817 ISBN-13(EAN): 9780367378813
Издательство: Taylor&Francis
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Цена: 9033.00 р.
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Описание:

There is an ongoing data explosion transpiring that will make previous creations, collections, and storage of data look trivial. Big Data, Mining, and Analytics: Components of Strategic Decision Making ties together big data, data mining, and analytics to explain how readers can leverage them to extract valuable insights from their data. Facilitating a clear understanding of big data, it supplies authoritative insights from expert contributors into leveraging data resources, including big data, to improve decision making.

Illustrating basic approaches of business intelligence to the more complex methods of data and text mining, the book guides readers through the process of extracting valuable knowledge from the varieties of data currently being generated in the brick and mortar and internet environments. It considers the broad spectrum of analytics approaches for decision making, including dashboards, OLAP cubes, data mining, and text mining.

  • Includes a foreword by Thomas H. Davenport, Distinguished Professor, Babson College; Fellow, MIT Center for Digital Business; and Co-Founder, International Institute for Analytics
  • Introduces text mining and the transforming of unstructured data into useful information
  • Examines real time wireless medical data acquisition for today's healthcare and data mining challenges
  • Presents the contributions of big data experts from academia and industry, including SAS
  • Highlights the most exciting emerging technologies for big data

Filled with examples that illustrate the value of analytics throughout, the book outlines a conceptual framework for data modeling that can help you immediately improve your own analytics and decision-making processes. It also provides in-depth coverage of analyzing unstructured data with text mining methods.

Robotics in Smart Manufacturing

Автор: Pedro Neto; Ant?nio Paulo Moreira
Название: Robotics in Smart Manufacturing
ISBN: 3642392229 ISBN-13(EAN): 9783642392221
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The papers address issues such as robotic machining, off-line robot programming, robot calibration, new robotic hardware and software architectures, advanced robot teaching methods, intelligent warehouses, robot co-workers and application of robots in the textile industry.

Micromanufacturing Processes

Автор: V.K. Jain
Название: Micromanufacturing Processes
ISBN: 1138076422 ISBN-13(EAN): 9781138076426
Издательство: Taylor&Francis
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Цена: 9645.00 р.
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Описание:

Increased demand for and developments in micromanufacturing have created a need for a resource that covers both the science and technology of this rapidly growing area. With contributions from eminent professors and researchers actively engaged in teaching, research, and development, Micromanufacturing Processes details the basic principles, tools, techniques, and latest advances in micromanufacturing processes. It includes coverage of measurement techniques and research trends as well as a large number of cross-references, making it useful to the students and researchers alike.

The book outlines the challenges faced not only in micromanufacturing but also in meso- and nanomanufacturing, exploring topics such as micromachining, micro welding, microforming, micromolding, nanofinishing and micro-/nano-metrology. It includes examples that demonstrate the capabilities of fabricating micro- / nano-products and micro- / nano-features on the macro and micro products. The text also discusses nanofinishing techniques giving surface finish in the domain of sub-nano level, micro welding techniques, namely, laser beam micro welding, electron beam micro welding, micro / nano patterning in large quantities, and micro / nano metrology principles and equipments. It goes on to describe devices such as nano spring, micro mixer, micro cantilever, to name just a few.

Unique in its level of coverage, the book highlights new challenges in manufacturing and covers several different types of micromanufacturing processes, such as micromachining, microforming, microcasting, microjoining, nanofinishing, and micrometrology. The level of details, extensive references, figures, and diagrams make the book a reference that will become the standard for this field.

Guide to Industrial Analytics: Solving Data Science Problems for Manufacturing and the Internet of Things

Автор: Hill Richard, Berry Stuart
Название: Guide to Industrial Analytics: Solving Data Science Problems for Manufacturing and the Internet of Things
ISBN: 3030791033 ISBN-13(EAN): 9783030791032
Издательство: Springer
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Цена: 7685.00 р.
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Описание:

1. Introduction to Industrial Analytics.- 2. Measuring Performance.- 3. Modelling and Simulating Systems.- 4. Optimising Systems.- 5. Production Control and Scheduling.- 6. Simulating Demand Forecasts.- 7. Investigating Time Series Data.- 8. Determining the Minimum Information for Effective Control.- 9. Constructing Machine Learning Models for Prediction.- 10. Exploring Model Accuracy.- 11. Building a Business Case for Sensing Technology Adoption.- 12. Improving Throughput by Utilising Sensor Data.- 13. Constructing a Digital Factory Model to Optimise Production.- 14. Examining a Digital Supply Chain.- 15. Probability Essentials.- 16. Building Simulations with Spreadsheets.- 17. Using Python to Construct Manufacturing Models.- 18. Predictive Analytics with KNIME.- 19. Using R to Evaluate Data.- 20. Example Case Study Data.

Integrating Deep Learning Algorithms to Overcome Challenges in Big Data Analytics

Автор: Sujatha R., Aarthy S. L., Vettriselvan R.
Название: Integrating Deep Learning Algorithms to Overcome Challenges in Big Data Analytics
ISBN: 0367466635 ISBN-13(EAN): 9780367466633
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: Data science revolves around two giants, which are big data analytics and deep learning. It is becoming challenging to handle and retrieve useful information due to how fast data is expanding. This book presents the technologies and tools to simplify and streamline the formation of big data along with deep learning systems.

Business intelligence and analytics in small and medium enterprises

Название: Business intelligence and analytics in small and medium enterprises
ISBN: 0367173883 ISBN-13(EAN): 9780367173883
Издательство: Taylor&Francis
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Цена: 25265.00 р.
Наличие на складе: Поставка под заказ.

Описание: The use of new technologies in business intelligence and analytics is critical for managers to have a set of tools for better decision-making on business decisions. This book addresses several dimensions of BI&A in favor of SMEs. This book includes research related to new trends in the SME arena.

Harnessing the Power of Analytics

Автор: Halawi Leila, Clarke Amal, George Kelly
Название: Harnessing the Power of Analytics
ISBN: 3030897117 ISBN-13(EAN): 9783030897116
Издательство: Springer
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Цена: 9083.00 р.
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Описание: This text highlights the difference between analytics and data science, using predictive analytic techniques to analyze different historical data, including aviation data and concrete data, interpreting the predictive models, and highlighting the steps to deploy the models and the steps ahead.

Business Intelligence and Analytics in Small and Medium Enterprises

Автор: Melo, Pedro Novo
Название: Business Intelligence and Analytics in Small and Medium Enterprises
ISBN: 1032176318 ISBN-13(EAN): 9781032176314
Издательство: Taylor&Francis
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Цена: 7501.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.


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