Cyber-Physical Systems: Advances in Design & Modelling

AvAlla G. Kravets,Alexander A. Bolshakov

Häftad, Engelska, 2020

Del 259 i serien Studies in Systems, Decision and Control

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2020-12-05
Mått:155 x 235 x 20 mm
Vikt:546 g
Format:Häftad
Språk:Engelska
Serie:Studies in Systems, Decision and Control
Antal sidor:347
Förlag:Springer Nature Switzerland AG
ISBN:9783030325817

Utforska kategorier

Innehållsförteckning

Cyber-Physical Systems Design.- Flow analysis and its applications for equipment design.- Cyber-physical control system of hardware-software complex of anthropomorphous robot: Architecture and models.- Method of the exoskeleton assembly synthesis on the base of anthropometric characteristics analysis.- Using special text points in the recognition of documents.- Software for extraction of Cyber-Physical system inventions' structural elements from Russian patents.- Conceptual Approach to Designing Efficient Cyber-Physical Systems in The Presence of Uncertainty.- About preparation of the analytical platform for creation of a cyber-physical system of industrial mixture of loose components.- Development of an automated system for monitoring and diagnostics a guided robotic vehicle.- About formation of elements of a cyber-physical system for efficient throttling of fluid in an axial valve.- A Study of a trajectory synthesis method for a cyclic changeable target in an environment with periodic dynamics of properties.- Cyber-Physical Systems Modeling.- Intellectualization methods of population algorithms of global optimization.- Development of models and algorithms for intellectual support of life cycle of chemical production equipment.- Simulation of the Multialternativity Attribute in the Processes of Adaptive Evolution.- Regularization Methods for the Stable Identification of Probabilistic Characteristics of Stochastic Structures.- Outlier Detection in Predictive Analytics for Energy Equipment.- Ontology-based model of user activity data for cyber-physical systems.- Selection of components of a composite material under fuzzy information conditions.- Big Data Analysis in Film Production.- Algorithm for calculating the reliability of chemical-engineering systems using the logical-and-probabilistic method in MATLAB.- Cyber-Physical Systems And Digital Twins.- Assessment of the State of Production System Components for Digital Twins Technology.- Proactive and predictive maintenance of cyber-physical systems.- Conceptual Approach to Building a Digital Twin of the Production System.- Deep Neural Networks application in models with complex technological objects.- Intelligent Technologies in the Diagnostics using Object’s Visual Images.- Modeling cyber-physical system object in state space (on the example of paver).- Accelerometer Data-Based Cyber-Physical System For Training Intensity Estimation.- Assembly and service robotic space module. Mathematical model of the reduced system.