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Semi Empirical Neural Network Modeling And Digital Twins Development


Semi Empirical Neural Network Modeling And Digital Twins Development
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Semi Empirical Neural Network Modeling And Digital Twins Development


Semi Empirical Neural Network Modeling And Digital Twins Development
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Author : Dmitriy Tarkhov
language : en
Publisher: Academic Press
Release Date : 2019-11-23

Semi Empirical Neural Network Modeling And Digital Twins Development written by Dmitriy Tarkhov and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-23 with Science categories.


Semi-empirical Neural Network Modeling presents a new approach on how to quickly construct an accurate, multilayered neural network solution of differential equations. Current neural network methods have significant disadvantages, including a lengthy learning process and single-layered neural networks built on the finite element method (FEM). The strength of the new method presented in this book is the automatic inclusion of task parameters in the final solution formula, which eliminates the need for repeated problem-solving. This is especially important for constructing individual models with unique features. The book illustrates key concepts through a large number of specific problems, both hypothetical models and practical interest. - Offers a new approach to neural networks using a unified simulation model at all stages of design and operation - Illustrates this new approach with numerous concrete examples throughout the book - Presents the methodology in separate and clearly-defined stages



Cyber Physical Systems And Control Ii


Cyber Physical Systems And Control Ii
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Author : Dmitry G. Arseniev
language : en
Publisher: Springer Nature
Release Date : 2023-01-20

Cyber Physical Systems And Control Ii written by Dmitry G. Arseniev and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-20 with Technology & Engineering categories.


The book contains selected research papers presented at the 2nd International Conference on Cyber-Physical Systems and Control (CPS&C’2021) which was held from 29 June to 2 July 2021 in St. Petersburg, Russia. The CPS&C’2021 Conference continues the series of international conferences that began in 2019 when the first International Conference on Cyber-Physical Systems and Control (CPS&C’2019) took place. Cyber-physical systems (CPSs) considered a modern and rapidly emerging generation of systems with integrated wide computational, information processing, and physical capabilities that can interact with humans through many new modalities and application areas of implementation. The book covers the latest advances, developments and achievements in new theories, algorithms, models, and applications of prospective problems associated with CPSs with an emphasis on control theory and related areas. The multidisciplinary fundamental scientific and engineering principles that underpin the integration of cyber and physical elements across all application areas are discussed in the book chapters. The materials of the book may be of interest to scientists and engineers working in the field of cyber-physical systems, systems analysis, control systems, computer technologies, and similar fields.



Advances In Neural Computation Machine Learning And Cognitive Research Viii


Advances In Neural Computation Machine Learning And Cognitive Research Viii
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Author : Boris Kryzhanovsky
language : en
Publisher: Springer Nature
Release Date :

Advances In Neural Computation Machine Learning And Cognitive Research Viii written by Boris Kryzhanovsky and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.




Modern Information Technology And It Education


Modern Information Technology And It Education
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Author : Vladimir Sukhomlin
language : en
Publisher: Springer Nature
Release Date : 2021-06-08

Modern Information Technology And It Education written by Vladimir Sukhomlin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-08 with Computers categories.


This book constitutes the refereed proceedings of the 12th International Conference on Modern Information Technology and IT Education, held in Moscow, Russia, in November 2017. The 30 papers presented were carefully reviewed and selected from 126 submissions. The papers are organized according to the following topics: IT-education: methodology, methodological support; e-learning and IT in education; educational resources and best practices of IT-education; research and development in the field of new IT and their applications; scientific software in education and science; school education in computer science and ICT; economic informatics.



The Digital Twin


The Digital Twin
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Author : Noel Crespi
language : en
Publisher: Springer Nature
Release Date : 2023-06-02

The Digital Twin written by Noel Crespi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-02 with Technology & Engineering categories.


The Digital Twin book is about harnessing the power of technology, business practices, and the digital infrastructure to make revolutionary improvements for the benefit of society. Ninety experts from around the world contributed to summarize four decades of digital advances and successes, and to define the Digital Twin’s potential for the decades ahead. The book describes how Digital Twins will play a key role in specific applications and across important sectors of the global economy, making it a must-read for executives, policymakers, technical leaders, researchers, and students alike. The book consists of thirty-eight chapters that cover Digital Twin concepts, supporting technologies, practices, and specific implementation strategies for various production and service sectors. Digital Twins are about creating faster, less expensive, and error-free manufacturing, products, processes, and services. This includes engineering of systems for energy, communications, construction, transportation, and food processing. It also covers solutions for making human existence better and more enjoyable through the life sciences, smart cities, and artistic creations. The Digital Twin’s functionality addresses the entire lifecycle of products and services. Importantly, the book describes the journey required for businesses and public organizations to embrace Digital Twins as part of their tool kit. The Digital Twin is the ideal starting point for teaching and research in all application domains.



Proceedings Of The International Conference On Intelligent Vision And Computing Icivc 2021


Proceedings Of The International Conference On Intelligent Vision And Computing Icivc 2021
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Author : Harish Sharma
language : en
Publisher: Springer Nature
Release Date : 2022-03-23

Proceedings Of The International Conference On Intelligent Vision And Computing Icivc 2021 written by Harish Sharma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-23 with Technology & Engineering categories.


This book gathers outstanding research papers presented at the International Conference on Intelligent Vision and Computing (ICIVC 2021), held online during October 03–04, 2021. ICIVC 2021 is organised by Sur University, Oman. The book presents novel contributions in intelligent vision and computing and serves as reference material for beginners and advanced research. The topics covered are intelligent systems, intelligent data analytics and computing, intelligent vision and applications collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal natural language processing.



The Elgar Companion To Energy And Sustainability


The Elgar Companion To Energy And Sustainability
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Author : Catalina Spataru
language : en
Publisher: Edward Elgar Publishing
Release Date : 2024-11-08

The Elgar Companion To Energy And Sustainability written by Catalina Spataru and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-08 with Business & Economics categories.


This Companion provides a comprehensive interdisciplinary review of the future of energy, sustainability and societal well-being. It explores energyÕs connection to the Sustainable Development Goals (SDGs) using a variety of perspectives from business sustainability, disruptive technologies, law, health and finance.



Bioconvergence Revolution


Bioconvergence Revolution
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Author : Nina Siragusa
language : en
Publisher: Springer Nature
Release Date : 2024-08-28

Bioconvergence Revolution written by Nina Siragusa and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-28 with Science categories.


This book offers a comprehensive overview of how to utilize the bioconvergence revolution to substantially enhance research productivity. It carefully addresses critical issues such as ethical dilemmas, collaborative dynamics, funding, and operational efficiency, complete with concrete examples of how to overcome these challenges. Historically, the natural world has served as a profound source of inspiration for technological innovation. The natural materials, structures, and processes found in organisms have facilitated numerous scientific advancements. Presently, the integration of nature with scientific research is intensified through convergence. The book explores this convergence as a multidisciplinary approach that leverages the synergies among digital technologies, material sciences, and biotechnology, aiming to significantly accelerate and broaden the scope of scientific breakthroughs. This volume provides a scholarly account of the emerging opportunities catalyzed by bioconvergence, emphasizing the necessity for rigorous ethical frameworks and standards as biotechnologies and digital tools converge to explore new frontiers. It delves into the challenges of financing scientific advancement and articulates how funding underpins multidisciplinary research efforts. Featuring Israel as a leader in this revolutionary field, the book meticulously outlines the Israeli ecosystem as a paradigm of innovation in bioconvergence. This work possesses a broad interdisciplinary appeal, making it an essential resource for researchers in both industry and academia, as well as for scholars and funding bodies dedicated to the advancement of science.



Industry 4 1


Industry 4 1
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Author : Fan-Tien Cheng
language : en
Publisher: John Wiley & Sons
Release Date : 2021-10-26

Industry 4 1 written by Fan-Tien Cheng and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-26 with Technology & Engineering categories.


Industry 4.1 Intelligent Manufacturing with Zero Defects Discover the future of manufacturing with this comprehensive introduction to Industry 4.0 technologies from a celebrated expert in the field Industry 4.1: Intelligent Manufacturing with Zero Defects delivers an in-depth exploration of the functions of intelligent manufacturing and its applications and implementations through the Intelligent Factory Automation (iFA) System Platform. The book’s distinguished editor offers readers a broad range of resources that educate and enlighten on topics as diverse as the Internet of Things, edge computing, cloud computing, and cyber-physical systems. You’ll learn about three different advanced prediction technologies: Automatic Virtual Metrology (AVM), Intelligent Yield Management (IYM), and Intelligent Predictive Maintenance (IPM). Different use cases in a variety of manufacturing industries are covered, including both high-tech and traditional areas. In addition to providing a broad view of intelligent manufacturing and covering fundamental technologies like sensors, communication standards, and container technologies, the book offers access to experimental data through the IEEE DataPort. Finally, it shows readers how to build an intelligent manufacturing platform called an Advanced Manufacturing Cloud of Things (AMCoT). Readers will also learn from: An introduction to the evolution of automation and development strategy of intelligent manufacturing A comprehensive discussion of foundational concepts in sensors, communication standards, and container technologies An exploration of the applications of the Internet of Things, edge computing, and cloud computing The Intelligent Factory Automation (iFA) System Platform and its applications and implementations A variety of use cases of intelligent manufacturing, from industries like flat-panel, semiconductor, solar cell, automotive, aerospace, chemical, and blow molding machine Perfect for researchers, engineers, scientists, professionals, and students who are interested in the ongoing evolution of Industry 4.0 and beyond, Industry 4.1: Intelligent Manufacturing with Zero Defects will also win a place in the library of laypersons interested in intelligent manufacturing applications and concepts. Completely unique, this book shows readers how Industry 4.0 technologies can be applied to achieve the goal of Zero Defects for all product



Prediction Techniques For Renewable Energy Generation And Load Demand Forecasting


Prediction Techniques For Renewable Energy Generation And Load Demand Forecasting
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Author : Anuradha Tomar
language : en
Publisher: Springer Nature
Release Date : 2023-01-20

Prediction Techniques For Renewable Energy Generation And Load Demand Forecasting written by Anuradha Tomar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-20 with Technology & Engineering categories.


This book provides an introduction to forecasting methods for renewable energy sources integrated with existing grid. It consists of two sections; the first one is on the generation side forecasting methods, while the second section deals with the different ways of load forecasting. It broadly includes artificial intelligence, machine learning, hybrid techniques and other state-of-the-art techniques for renewable energy and load predictions. The book reflects the state of the art in distributed generation system and future microgrids and covers theory, algorithms, simulations and case studies. It offers invaluable insights through this valuable resource to students and researchers working in the fields of renewable energy, integration of renewable energy with existing grid and electrical distribution network.