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Soft Computing in Smart Manufacturing, 


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Название:  Soft Computing in Smart Manufacturing
ISBN: 9783110693171
Издательство: Walter de Gruyter
Классификация:



ISBN-10: 3110693178
Обложка/Формат: Hardback
Страницы: 291
Вес: 0.66 кг.
Дата издания: 06.12.2021
Серия: Advanced mechanical engineering
Язык: English
Иллюстрации: 25 tables, black and white; 108 illustrations, color; 25 illustrations, black and white; 25 tables, black and white; 108 illustrations, color; 25 illustrations, black and white
Размер: 24.41 x 16.99 x 1.75 cm
Читательская аудитория: Professional and scholarly
Подзаголовок: Solutions toward industry 5.0
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Поставляется из: Германии
Описание:

This book aims at addressing the challenges of contemporary manufacturing in Industry 4.0 environment and future manufacturing (aka Industry 5.0), by implementing soft computing as one of the major sub-fields of artificial intelligence. It contributes to development and application of the soft computing systems, including links to hardware, software and enterprise systems, in resolving modern manufacturing issues in complex, highly dynamic and globalized industrial circumstances. It embraces heterogeneous complementary aspects, such as control, monitoring and modeling of different manufacturing tasks, including intelligent robotic systems and processes, addressed by various machine learning and fuzzy techniques; modeling and parametric optimization of advanced conventional and non-conventional, eco-friendly manufacturing processes by using machine learning and evolutionary computing techniques; cybersecurity framework for Internet of Things-based systems addressing trustworthiness and resilience in machine-to-machine and human-machine collaboration; static and dynamic digital twins integration and synchronization in a smart factory environment; STEP-NC technology for a smart machine vision system, and integration of Open CNC with Service-Oriented Architecture for STEP-NC monitoring system in a smart manufacturing.

Areas of interest include but are not limited to applications of soft computing to address the following:

  • dynamic process/system modeling and simulation,
  • dynamic process/system parametric optimization,
  • dynamic planning and scheduling,
  • smart, predictive maintenance,
  • intelligent and autonomous systems,
  • improved machine cognition,
  • effective digital twins integration,
  • human-machine collaboration, robots, and cobots.




Soft Computing in Engineering Design and Manufacturing

Автор: Pravir K. Chawdhry; Rajkumar Roy; Raj K. Pant
Название: Soft Computing in Engineering Design and Manufacturing
ISBN: 3540762140 ISBN-13(EAN): 9783540762140
Издательство: Springer
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Цена: 15855.00 р.
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Описание: Soft Computing has emerged as an important approach towards achieving intelligent computational paradigms where key elements are learning from experience in the presence of uncertainties, fuzzy belief functioos, and *evolutioo of the computing strategies of the learning agent itself.

Soft Computing and Fractal Theory for Intelligent Manufacturing

Автор: Oscar Castillo; Patricia Melin
Название: Soft Computing and Fractal Theory for Intelligent Manufacturing
ISBN: 3662002965 ISBN-13(EAN): 9783662002964
Издательство: Springer
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Цена: 18294.00 р.
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Frontiers in Computing Technologies for Manufacturing Applications

Автор: Yoshiaki Shimizu; Zhang Zhong; Rafael Batres
Название: Frontiers in Computing Technologies for Manufacturing Applications
ISBN: 1849966869 ISBN-13(EAN): 9781849966863
Издательство: Springer
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Цена: 26711.00 р.
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Описание: In today`s competitive world, industries focus on shorter lead times, improved quality, reduced cost, improved productivity and better customer service.

Data Driven Smart Manufacturing Technologies and Applications

Автор: Li, Weidong, Liang, Yuchen, Wang, Sheng
Название: Data Driven Smart Manufacturing Technologies and Applications
ISBN: 3030668487 ISBN-13(EAN): 9783030668488
Издательство: Springer
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Цена: 21953.00 р.
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Описание: This book reports innovative deep learning and big data analytics technologies for smart manufacturing applications.

Lean Manufacturing.-  CRC Press, 2000. - Hardback, 248 p.

Автор: Feld, William M (Lean Manufacturing Consultant, Saint Peters, Missouri, USA)
Название: Lean Manufacturing.- CRC Press, 2000. - Hardback, 248 p.
ISBN: 157444297X ISBN-13(EAN): 9781574442977
Издательство: Taylor&Francis
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Цена: 12095.00 р.
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Описание: Offers insight into the appropriate use of assessment, analysis, design, and most importantly, deployment of a successful lean manufacturing program. Packed with practical advice and tips, this book covers the implementation of lean manufacturing. It includes the tools and techniques along with an understanding of how and why they work.

Manufacturing inventory and supply analysis

Автор: Sharma, Sanjay
Название: Manufacturing inventory and supply analysis
ISBN: 1032081708 ISBN-13(EAN): 9781032081700
Издательство: Taylor&Francis
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Цена: 13626.00 р.
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Описание: This reference text discusses models and analyzes cases that are useful for material requirements planning (MRP), just-in-time (JIT) environments and supply chain environments, as well as traditional production-inventory systems.It covers important concepts, including production-inventory systems, optimal purchase quantity, optimal production quantity, instantaneous procurement, multiple input items, sensitivity analysis, multiproduct manufacturing, determination of optimum cycle time, fractional backlogging, and incorporating input item procurement and flexibility in the production rate.Aimed at senior undergraduate and graduate students, and professionals in the field of industrial engineering, production engineering and manufacturing science, this text:Provides detailed models/analysis pertaining to various cases which are useful for material requirements planning and supply chain environmentsElaborates manufacturing rate flexibility, demand variation and production rate variationDiscusses the multi-item manufacturing environment and presents models with backorders, as well as fractional backloggingAnalyzes flexible production rates, along with upward and downward variations

Quantitative Analysis and Optimal Control of Energy Efficiency in Discrete Manufacturing System

Автор: Yan Wang; Cheng-Lin Liu; Zhi-Cheng Ji
Название: Quantitative Analysis and Optimal Control of Energy Efficiency in Discrete Manufacturing System
ISBN: 9811544611 ISBN-13(EAN): 9789811544613
Издательство: Springer
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Цена: 18294.00 р.
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Описание: In order to analyze and optimize energy efficiency for discrete manufacturing systems, it uses real-time access to energy consumption information and models of the energy consumption, and constructs an energy efficiency quantitative index system.

Smart Manufacturing Innovation And Transformation

Автор: Luo
Название: Smart Manufacturing Innovation And Transformation
ISBN: 1466658363 ISBN-13(EAN): 9781466658363
Издательство: Mare Nostrum (Eurospan)
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Цена: 32848.00 р.
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Описание: Fast advances in information technology have led to a smarter world vision with ubiquitous interconnection and intelligence.Smart Manufacturing Innovation and Transformation: Interconnection and Intelligence covers both theoretical perspectives and practical approaches to smart manufacturing research and development triggered by ubiquitous interconnection and intelligence. This reference work discusses the transformation of manufacturing, the latest developments in smart manufacturing innovation, current and emerging technology opportunities, and market imperatives that enable manufacturing innovation and transformation, useful tools for readers in industry, academia, and government.

Integrating ERP, CRM, Supply Chain Management, and Smart Materials

Автор: Chorafas
Название: Integrating ERP, CRM, Supply Chain Management, and Smart Materials
ISBN: 0849310768 ISBN-13(EAN): 9780849310768
Издательство: Taylor&Francis
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Цена: 16078.00 р.
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Описание: Focuses on how to create business opportunities and reap savings by restructuring and updating ERP and CRM software as it integrates supply chain management and delivers various killer applications.

Smart Devices and Machines for Advanced Manufacturing

Автор: Lihui Wang; Fengfeng Xi
Название: Smart Devices and Machines for Advanced Manufacturing
ISBN: 1848001460 ISBN-13(EAN): 9781848001466
Издательство: Springer
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Цена: 22797.00 р.
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Описание: This book presents a collection of quality chapters on the state-of-the-art of research efforts in the area of smart devices and novel machine design, as well as their practical applications to enable advanced manufacturing. The first section presents a broad-based review of several key areas of research in smart devices and machines.

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: 6097.00 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.

Integrated Reconfigurable Manufacturing Systems and Smart Value Chain

Автор: Abdi
Название: Integrated Reconfigurable Manufacturing Systems and Smart Value Chain
ISBN: 331976845X ISBN-13(EAN): 9783319768458
Издательство: Springer
Рейтинг:
Цена: 24392.00 р.
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Описание:

The book develops manufacturing concepts and applications beyond physical production and towards a wider manufacturing value chain incorporating external stakeholders that include suppliers of raw materials and parts, customers, collaborating manufacturing companies, manufacturing service providers, and environmental organisations. The focal point of the value chain remains as a manufacturing system and its operations whiles flows of parts/materials and information and services across the supply/value chain tiers are taken into account. The book emphasises on the two innovative paradigms of Reconfigurable Manufacturing Systems (RMS) and the 4th industrial revolution (Industry 4.0) along with their incorporated development. RMS, as a relatively new paradigm, has been introduced to meet the requirements of ‘the factories of the future’, which is aimed by Industry 4.0, though introducing greater responsiveness and customised flexibility into production systems, in which changes in product volumes and types occur regularly. Manufacturing responsiveness can be achieved by RMS through reconfiguring the production facilities according to changing demands of products and new market conditions. The book addresses challenges of mass-customisation and dynamic changes in the supply-chain environment by focusing on developing new techniques related to integrability, scalability and re-configurability at a system level and manufacturing readiness in terms of financial and technical feasibility of RMS. It demonstrate the expected impacts of an RMS design on operational performance and its supply/value chain in the current/future manufacturing environment facing dynamic changes in the internal/external circumstances. In order to establish a circular economy through the RMS value chain, an integrated data-based reconfiguration link is introduced to incorporate information sharing amongst the value chain stakeholders and facilitate grouping products into families with allocation of the product families to the corresponding system configurations with optimal product-process allocation. Decision support systems such as multi criteria decision making tools are developed and applied for the selection of product families and optimising product-process configuration. The proposed models are illustrated through real case studies in applicable manufacturing firms.

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