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Step Nc Enabled Cyber Physical Machine Tool
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Book Synopsis STEP-NC Enabled Cyber-Physical Machine Tool by : Tsubasa Kubota
Download or read book STEP-NC Enabled Cyber-Physical Machine Tool written by Tsubasa Kubota and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid emergence of Industry 4.0, there has been a significant shift towards digitization in the manufacturing industry by utilizing various Information and Communication Technologies (ICT). ICT has made significant improvements within the last decade, achieving faster communication between entities in a large-scale network. This increases the significance of data that is flowing through the manufacturing environment. Computer Numerically Controlled (CNC) machines are the key tool in modern manufacturing with its capability to machine parts to high accuracy. Machine Tool 4.0 is one of the main concepts introduced in Industry 4.0. ACyber-Physical Machine Tool (CPMT) is a concept that is a part of Machine Tool 4.0 that aims to reflect both physical real-time and static machining data in a CNC machine by creating a Digital Twin (DT) in the digital domain. The data reflected in the DT will be stored and analyzed for anomaly detection, machining parameter optimization, and knowledgebase creation. GMcodes are the current de facto standard used to program CNC machine tools for operation. However, GM codes are effectively a series of commands that only dictate the machine motion and lack any other machining information. Standard for the Exchange of Product data compliant Numerical Control (STEP-NC) is an alternative standard to GM codes that contains richer machining information. The use of STEP-NC enables the establishment of a machining knowledge base for optimal machining parameter selection. Many companies and organizations are currently dependent on outsourcing their manufacturing to external suppliers. Each supplier will be at a different skill level with different systems that cannot be controlled that may lead to quality assurance issues across each supplier. The skill level of a manufacturing factory is heavily dependent on human senses and skills that operate any machine tool, including CNC machines. It takes a considerable amount of time for an individual to gain sufficient experience in order to operate a machine tool according to its physical conditions effectively. The skills and experience of an individual cannot be inherited onto other individuals; therefore, it is difficult to maintain a consistent skill level within a single factory. A CPMT framework is developed upon a self-established machining knowledgebase to integrate advanced intelligence into the CNC machine to achieve a "Smart" CNC machine. A "Smart" CNC machine provides a sustainable solution to the manufacturing field by its autonomous self-learning and decision-making capabilities to perform optimization and anomaly detection tasks. Unlike the "Dumb" classical CNC machines, the "Smart" CNC machines will be aware of precisely what is being machined by the use of STEP-NC along with its self conditions through its DT.
Book Synopsis Enabling Industry 4.0 through Advances in Manufacturing and Materials by : Amiril Sahab Abdul Sani
Download or read book Enabling Industry 4.0 through Advances in Manufacturing and Materials written by Amiril Sahab Abdul Sani and published by Springer Nature. This book was released on 2022-08-25 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents part of the proceedings of the Manufacturing and Materials track of the iM3F 2021 conference held in Malaysia. This collection of articles deliberates on the key challenges and trends related to manufacturing as well as materials engineering and technology in setting the stage for the world in embracing the Fourth Industrial Revolution. It presents recent findings with regard to manufacturing and materials that are pertinent toward the realizations and ultimately the embodiment of Industry 4.0, with contributions from both industry and academia.
Download or read book Twin-Control written by Mikel Armendia and published by Springer. This book was released on 2019-01-05 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book summarizes the results of the European research project “Twin-model based virtual manufacturing for machine tool-process simulation and control” (Twin-Control). The first part reviews the applications of ICTs in machine tools and manufacturing, from a scientific and industrial point of view, and introduces the Twin-Control approach, while Part 2 discusses the development of a digital twin of machine tools. The third part addresses the monitoring and data management infrastructure of machines and manufacturing processes and numerous applications of energy monitoring. Part 4 then highlights various features developed in the project by combining the developments covered in Parts 3 and 4 to control the manufacturing processes applying the so-called CPSs. Lastly, Part 5 presents a complete validation of Twin-Control features in two key industrial sectors: aerospace and automotive. The book offers a representative overview of the latest trends in the manufacturing industry, with a focus on machine tools.
Book Synopsis Advances in Micro and Nano Manufacturing and Surface Engineering by : Bijoy Bhattacharyya
Download or read book Advances in Micro and Nano Manufacturing and Surface Engineering written by Bijoy Bhattacharyya and published by Springer Nature. This book was released on 2022-09-12 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select proceedings of the 8th International and 29th All India Manufacturing Technology, Design, and Research Conference (AIMTDR 2021). It discusses the latest advances in miniature manufacturing, machining of miniature components, surface engineering, nanomaterials, nanotechnology, industry 4.0, optimization techniques, micro-electric discharge machining, electrochemical micro-machining, thin films, optimization of micro-machining process parameters, machining of nano-composites, characterization using atomic force microscopy, micro tool fabrications, characterization of nano-composites, surface roughness analysis, tribological performance of surface coated materials, and sustainability in manufacturing. The contents of this book are useful for students, researchers, and as well as industry professionals working in the various areas of mechanical engineering.
Book Synopsis Smart Machining Systems by : Kunpeng Zhu
Download or read book Smart Machining Systems written by Kunpeng Zhu and published by Springer Nature. This book was released on 2021-11-23 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the tools to enhance the precision, automation and intelligence of modern CNC machining systems. Based on a detailed description of the technical foundations of the machining monitoring system, it develops the general idea of design and implementation of smart machining monitoring systems, focusing on the tool condition monitoring system. The book is structured in two parts. Part I discusses the fundamentals of machining systems, including modeling of machining processes, mathematical basics of condition monitoring and the framework of TCM from a machine learning perspective. Part II is then focused on the applications of these theories. It explains sensory signal processing and feature extraction, as well as the cyber-physical system of the smart machining system. Its utilisation of numerous illustrations and diagrams explain the ideas presented in a clear way, making this book a valuable reference for researchers, graduate students and engineers alike.
Book Synopsis Recurrent Neural Networks for Short-Term Load Forecasting by : Filippo Maria Bianchi
Download or read book Recurrent Neural Networks for Short-Term Load Forecasting written by Filippo Maria Bianchi and published by Springer. This book was released on 2017-11-09 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key component in forecasting demand and consumption of resources in a supply network is an accurate prediction of real-valued time series. Indeed, both service interruptions and resource waste can be reduced with the implementation of an effective forecasting system. Significant research has thus been devoted to the design and development of methodologies for short term load forecasting over the past decades. A class of mathematical models, called Recurrent Neural Networks, are nowadays gaining renewed interest among researchers and they are replacing many practical implementations of the forecasting systems, previously based on static methods. Despite the undeniable expressive power of these architectures, their recurrent nature complicates their understanding and poses challenges in the training procedures. Recently, new important families of recurrent architectures have emerged and their applicability in the context of load forecasting has not been investigated completely yet. This work performs a comparative study on the problem of Short-Term Load Forecast, by using different classes of state-of-the-art Recurrent Neural Networks. The authors test the reviewed models first on controlled synthetic tasks and then on different real datasets, covering important practical cases of study. The text also provides a general overview of the most important architectures and defines guidelines for configuring the recurrent networks to predict real-valued time series.
Book Synopsis Cloud-Based Cyber-Physical Systems in Manufacturing by : Lihui Wang
Download or read book Cloud-Based Cyber-Physical Systems in Manufacturing written by Lihui Wang and published by Springer. This book was released on 2017-11-16 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents state-of-the-art research, challenges and solutions in the area of cloud-based cyber-physical systems (CPS) used in manufacturing. It provides a comprehensive review of the literature and an in-depth treatment of novel methodologies, algorithms and systems in the area of architecture design, cyber security, process planning, monitoring and control. The book features detailed descriptions of how to derive solutions in a cloud environment where physical machines can be supported by cyber decision systems when engaged in real operations. It presents a range of novel ideas and is characterized by a balanced approach in terms of scope vs. depth and theory vs. applications. It also takes into account the need to present intellectual challenges while appealing to a broad readership, including academic researchers, practicing engineers and managers, and graduate students. Dedicated to the topic of cloud-based CPS and its practical applications in manufacturing, this book benefits readers from all manufacturing sectors, from system design to lifecycle engineering and from process planning to machine control. It also helps readers to understand the present challenges and future research directions towards factories of the future, helping them to position themselves strategically for career development.
Book Synopsis Soft Computing in Smart Manufacturing by : Tatjana Sibalija
Download or read book Soft Computing in Smart Manufacturing written by Tatjana Sibalija and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-12-06 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Smart Engineering Management by : Carolina Machado
Download or read book Smart Engineering Management written by Carolina Machado and published by Springer Nature. This book was released on with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis 9th WCEAM Research Papers by : Joe Amadi-Echendu
Download or read book 9th WCEAM Research Papers written by Joe Amadi-Echendu and published by Springer. This book was released on 2015-03-18 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering asset management encompasses all types of engineered assets including built environment, infrastructure, plant, equipment, hardware systems and components. Following the release of ISO 5500x set of standards, the 9th WCEAM addresses the hugely important issue of what constitutes the body of knowledge in Engineering Asset Management. Topics discussed by Congress delegates are grouped into a number of tracks including strategies for investment and divestment of assets, operations and maintenance of assets, assessments of assets condition, risk and vulnerability, technologies and systems for management of asset, standards, education, training and certification. These proceedings include a sample of the wide range of topics presented during the 9th World Congress on Engineering Asset Management in Pretoria South Africa 28 – 31 October, 2014 and complements other emerging publications and standards that embrace the wide ranging issues concerning the management of engineered physical assets.
Book Synopsis Digital Twin Driven Smart Manufacturing by : Fei Tao
Download or read book Digital Twin Driven Smart Manufacturing written by Fei Tao and published by Academic Press. This book was released on 2019-02-07 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Twin Driven Smart Manufacturing examines the background, latest research, and application models for digital twin technology, and shows how it can be central to a smart manufacturing process. The interest in digital twin in manufacturing is driven by a need for excellent product reliability, and an overall trend towards intelligent, and connected manufacturing systems. This book provides an ideal entry point to this subject for readers in industry and academia, as it answers the questions: (a) What is a digital twin? (b) How to construct a digital twin? (c) How to use a digital twin to improve manufacturing efficiency? (d) What are the essential activities in the implementation of a digital twin? (e) What are the most important obstacles to overcome for the successful deployment of a digital twin? (f) What are the relations between digital twin and New Technologies? (g) How to combine digital twin with the New Technologies to achieve high efficiency and smartness in manufacturing? This book focuses on these problems as it aims to help readers make the best use of digital twin technology towards smart manufacturing. Analyzes the differences, synergies and possibilities for integration between digital twin technology and other technologies, such as big data, service and Internet of Things Discuss new requirements for a traditional three-dimension digital twin and proposes a methodology for a five-dimension version Investigates new models for optimized manufacturing, prognostics and health management, and cyber-physical fusion based on the digital twin
Book Synopsis Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology by : Dimitris Mourtzis
Download or read book Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology written by Dimitris Mourtzis and published by Elsevier. This book was released on 2021-11-10 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and Operation of Production Networks for Mass Personalization in the Era of Cloud Technology draws on the latest industry advances to provide everything needed for the effective implementation of this powerful tool. Shorter product lifecycles have increased pressure on manufacturers through the increasing variety and complexity of production, challenging their workforce to remain competitive and profitable. This has led to innovation in production network methodologies, which together with opportunities provided by new digital technologies has fed a rapid evolution of production engineering that has opened new solutions to the challenges of mass personalization and market uncertainty. In addition to the latest developments in cloud technology, reference is made to key enabling technologies, including artificial intelligence, the digital twin, big data analytics, and the internet of things (IoT) to help users integrate the cloud approach with a fully digitalized production system. Presents diverse cases that show how cloud-based technologies can be used in different ways as part of the standard operation of global production networks Provides detailed reviews of new technologies like the digital twin, big data analytics, and blockchain to provide context on the role of cloud technologies in a fully digitalized system Explores future trends for cloud technology and production engineering
Book Synopsis Engineering Asset Management 2011 by : Jay Lee
Download or read book Engineering Asset Management 2011 written by Jay Lee and published by Springer Science & Business Media. This book was released on 2013-07-30 with total page 691 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text represents state-of-the-art trends and developments in the emerging field of engineering asset management as presented at the Sixth World Congress on Engineering Asset Management (WCEAM) held in Cincinnati, OH, USA from October 3-5, 2011 The Proceedings of the WCEAM 2011 is an excellent reference for practitioners, researchers and students in the multidisciplinary field of asset management, covering topics such as: Asset condition monitoring and intelligent maintenance; Asset data warehousing, data mining and fusion; Asset performance and level-of-service models; Design and lifecycle integrity of physical assets; Deterioration and preservation models for assets; Education and training in asset management; Engineering standards in asset management; Fault diagnosis and prognostics; Financial analysis methods for physical assets; Human dimensions in integrated asset management; Information quality management; Information systems and knowledge management; Intelligent maintenance; Intelligent sensors and devices; Maintenance strategies in asset management; Optimization decisions in asset management; Prognostics & Health Management; Risk management in asset management; Strategic asset management; and Sustainability in asset management.
Book Synopsis Cloud-Based Design and Manufacturing (CBDM) by : Dirk Schaefer
Download or read book Cloud-Based Design and Manufacturing (CBDM) written by Dirk Schaefer and published by Springer. This book was released on 2014-06-16 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book introduces the reader to game-changing ways of building and utilizing Internet-based services related to design and manufacture activities through the cloud. In a broader sense, CBDM refers to a new product realization model that enables collective open innovation and rapid product development with minimum costs through social networking and negotiation platforms between service providers and consumers. It is a type of parallel and distributed system consisting of a collection of inter-connected physical and virtualized service pools of design and manufacturing resources as well as intelligent search capabilities for design and manufacturing solutions. Practicing engineers and decision makers will learn how to strategically position their product development operations for success in a globalized interconnected world.
Book Synopsis Advanced Manufacturing and Automation V by : K. Wang
Download or read book Advanced Manufacturing and Automation V written by K. Wang and published by WIT Press. This book was released on 2016-02-03 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Manufacturing and Automation V contains the proceedings of the 5th International Workshop of Advanced Manufacturing and Automation (IWAMA 2015). This meeting continues the success of this important international workshop series and disseminates the works of academic and industrial experts, from around the world, in the areas of advanced manufacturing and automation. The disciplines of manufacturing and automation have attained paramount importance and are vital factors for the maintenance and improvement of the economy of a nation and the quality of life. Manufacturing and automation are advancing at a rapid pace and new technologies are constantly emerging in the fields. The challenges faced by today’s engineers are forcing them to keep on top of the emerging trends through continuous research and development. The papers comprising these proceedings cover various topics including: Robotics and automation; Computational intelligence; Design and optimization; Product life-cycle management; Integration of CAD/CAPP/CAM/CIMS; Advanced manufacturing systems; Manufacturing operations management; Knowledge-based manufacturing; Manufacturing quality control and management; Sustainable production; Diagnosis and prognosis of machines; Lean and agile manufacturing; Virtual and grid manufacturing; Resource and asset management; Logistics and supply chain management; RFID applications; Predictive maintenance; Reliability and maintainability in manufacturing; Project management; Renewable energy development; Environment protection; Intelligent detection.
Book Synopsis Management Information Systems by : Kenneth C. Laudon
Download or read book Management Information Systems written by Kenneth C. Laudon and published by Pearson Educación. This book was released on 2004 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Management Information Systems provides comprehensive and integrative coverage of essential new technologies, information system applications, and their impact on business models and managerial decision-making in an exciting and interactive manner. The twelfth edition focuses on the major changes that have been made in information technology over the past two years, and includes new opening, closing, and Interactive Session cases.
Book Synopsis Advanced Design and Manufacturing Based on STEP by : Xun Xu
Download or read book Advanced Design and Manufacturing Based on STEP written by Xun Xu and published by Springer Science & Business Media. This book was released on 2009-09-29 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and manufacturing is the essential element in any product development lifecycle. Industry vendors and users have been seeking a common language to be used for the entire product development lifecycle that can describe design, manufacturing and other data pertaining to the product. Many solutions were proposed, the most successful being the Stadndard for Exchange of Product model (STEP). STEP provides a mechanism that is capable of describing product data, independent from any particular system. The nature of this description makes it suitable not only for neutral file exchange, but also as a basis for implementing, sharing and archiving product databases. ISO 10303-AP203 is the first and perhaps the most successful AP developed to exchange design data between different CAD systems. Going from geometric data (as in AP203) to features (as in AP224) represents an important step towards having the right type of data in a STEP-based CAD/CAM system. Of particular significance is the publication of STEP-NC, as an extension of STEP to NC, utilising feature-based concepts for CNC machining purposes. The aim of this book is to provide a snapshot of the recent research outcomes and implementation cases in the field of design and manufacturing where STEP is used as the primary data representation protocol. The 20 chapters are contributed by authors from most of the top research teams in the world. These research teams are based in national research institutes, industries as well as universities.
