Machine Learning for Cyber Physical Systems, Pardasani, R.T. Pardasani, P.
Автор: J?rgen Beyerer; Christian K?hnert; Oliver Niggeman Название: Machine Learning for Cyber Physical Systems ISBN: 3662584840 ISBN-13(EAN): 9783662584842 Издательство: Springer Рейтинг: Цена: 6097.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This Open Access proceedings presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Karlsruhe, October 23-24, 2018. Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments.
Автор: J?rgen Beyerer; Alexander Maier; Oliver Niggemann Название: Machine Learning for Cyber Physical Systems ISBN: 3662590832 ISBN-13(EAN): 9783662590836 Издательство: Springer Рейтинг: Цена: 6097.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The work presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Lemgo, October 25th-26th, 2017. Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments.
Автор: Easwaran Balamurugan, Hiran Kamal Kant, Krishnan Sangeetha Название: Real-Time Applications of Machine Learning in Cyber-Physical Systems ISBN: 179989309X ISBN-13(EAN): 9781799893097 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 23199.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Technological advancements of recent decades have reshaped the way people socialize, work, learn, and ultimately live. The use of cyber-physical systems (CPS) specifically have helped people lead their lives with greater control and freedom. CPS domains have great societal significance, providing crucial assistance in industries ranging from security to healthcare. At the same time, machine learning (ML) algorithms are known for being substantially efficient, high performing, and have become a real standard due to greater accessibility, and now more than ever, multidisciplinary applications of ML for CPS have become a necessity to help uncover constructive solutions for real-world problems. Real-Time Applications of Machine Learning in Cyber-Physical Systems provides a relevant theoretical framework and the most recent empirical findings on various real-time applications of machine learning in cyber-physical systems. Covering topics like intrusion detection systems, predictive maintenance, and seizure prediction, this book is an essential resource for researchers, machine learning professionals, independent researchers, scholars, scientists, libraries, and academicians.
Описание: This book presents recent advances towards the goal of enabling efficient implementation of machine learning models on resource-constrained systems, covering different application domains. The focus is on presenting interesting and new use cases of applying machine learning to innovative application domains, exploring the efficient hardware design of efficient machine learning accelerators, memory optimization techniques, illustrating model compression and neural architecture search techniques for energy-efficient and fast execution on resource-constrained hardware platforms, and understanding hardware-software codesign techniques for achieving even greater energy, reliability, and performance benefits.
Описание: This book creates a new research field as it bridges the technical skills gap between microfluidic systems and molecular biology protocols but viewed from the perspective of an electronic/systems engineer.
Автор: Rawat Название: Vehicular Cyber Physical Systems ISBN: 331944493X ISBN-13(EAN): 9783319444932 Издательство: Springer Рейтинг: Цена: 14635.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This book provides probabilistic, deterministic and geolocation-aware approaches for adaptive connectivity, robust security and privacy-aware communications for vehicular cyber physical systems (CPS). It presents mathematical models and numerical results obtained from experiments and simulations, and a trade-off between connectivity, security and privacy for vehicular communications.
Connectivity between vehicles is crucial for vehicular CPS. Intelligent vehicular CPS provides not only road safety and traffic efficiency by exchanging information among vehicles, but also offers infotainment services to passengers using a variety of wireless technologies to forward the traffic/trajectory information with Vehicle-to-Vehicle (V2V), vehicular ad hoc network (VANET), and Vehicle-to-Roadside-to-Vehicle (V2R2V) communications.
The book covers how to ensure that the message received from other vehicles is secure and trustworthy, rather than malicious. Further, it reveals how to make sure that the privacy of participants is not revealed while validating the received message. Researchers and professionals working with vehicular networks, smart systems, cyber physical systems, and mobile privacy will find this book valuable.
Автор: Alla G. Kravets; Alexander A. Bolshakov; Maxim V. Название: Cyber-Physical Systems: Advances in Design & Modelling ISBN: 3030325784 ISBN-13(EAN): 9783030325787 Издательство: Springer Рейтинг: Цена: 12196.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents new findings on cyber-physical systems design and modelling approaches based on AI and data-driven techniques, identifying the key industrial challenges and the main features of design and modelling processes.
Описание: A detailed introduction to the foundational concepts of cyber-physical systems, along with key operational and design principles, system performance analysis, and interdisciplinary applications. Ideal for researchers and graduate students in electrical engineering and computer science, as well as for practitioners in a range of industries.
Автор: Kravets Alla G., Bolshakov Alexander A., Shcherbakov Maxim V. Название: Cyber-Physical Systems: Industry 4.0 Challenges ISBN: 3030326500 ISBN-13(EAN): 9783030326500 Издательство: Springer Цена: 12196.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
IoT for Industrial Cyber-Physical Systems.- Efficient Computational Procedure for the Alternance Method of Optimizing the Temperature Regimes of Structures of Autonomous Objects.- Cyber-Physical Systems Intelligent Control.- On systemological approach to intelligent decision-making support in industrial cyber-physical systems.- Industrial Cybersecurity.- The system for operational monitoring and analytics of industry cyber-physical systems security in fuel and energy domains based on anomaly detection and prediction methods.- Engineering Education for Cyber-Physical Systems Development.- Building an knowledge base of a company based on the analysis of employee's behavior.
Описание: This book focuses on new methods, architectures, and applications for the management of Cyber Physical Objects (CPOs) in the context of the Internet of Things (IoT). It covers a wide range of topics related to CPOs, such as resource management, hardware platforms, communication and control, and control and estimation over networks.
Автор: Karimipour Hadis, Srikantha Pirathayini, Farag Hany Название: Security of Cyber-Physical Systems: Vulnerability and Impact ISBN: 3030455432 ISBN-13(EAN): 9783030455439 Издательство: Springer Цена: 20733.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents a comprehensive overview of security issues in Cyber Physical Systems (CPSs), by analyzing the issues and vulnerabilities in CPSs and examining state of the art security measures.
Автор: Li Yan Название: Cyber-Physical Microgrids ISBN: 3030807231 ISBN-13(EAN): 9783030807238 Издательство: Springer Рейтинг: Цена: 7927.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This textbook provides students with an overview of cyber-physical microgrid networks and an in-depth introduction to photovoltaics, batteries, flywheel, supercapacitor, micro-turbines, wind generation, power-electronic interfaces, modeling and stability analysis of microgrids, and cyber-communication networks and security.
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