Buch, Englisch, Band 554, 300 Seiten, Format (B × H): 155 mm x 235 mm
Data Science, Modelling and Software Optimization
Buch, Englisch, Band 554, 300 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Studies in Systems, Decision and Control
ISBN: 978-3-031-67684-0
Verlag: Springer
It presents results and findings in the field of Data Science and digital twin engineering for cyber-physical systems. This book provides scientific, practical, and methodological approaches to modeling of complex processes for cyber-physical systems. The authors highlight essential results on software optimization in cyber-physical systems.
The target audience of the book are practitioners, enterprise representatives, scientists, Ph.D., and master’s students who perform scientific research or applications of cyber-physical systems for various domains.
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken
- Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik
- Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Regelungstechnik
- Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
Weitere Infos & Material
1.Industrial Cyber-physical systems: control problems and solutions.A Bibliometric Analysis Approach.- 2.Methods and technologies for streaming primary processing and analysis of big data from multi-assortment production for predicting polymeric film quality.- 3.Patent array analysis using a combination of ClickHouse and HDFS.- 4.Using patient medical description to expand the feature space in the cyber-physical breast cancer identification system.- 5.A comparison of feature extraction models for images with multiple annotations.- 6.Development of a knowledge base for the assessment of the threats of a road accident during the operation of a driving car.- 7.Modeling the operation of a digital twin of a conveyor line.- 8.Simulation of Agricultural Unmanned Vehicle System during a Virtual Commissioning.- 9.A model of flexibility of administrative documents used in technologies for entry of documents into a computer.- 10.Mathematical modeling of electrolysis technology for hydrogen production and process control.- 11.Modeling of hydroelastic vibrations of the channel wall on a foundation with softening nonlinearity for predicting the wall response of the channel wall.- 12.Optimization of Heterogeneous Cargo Transportation Using UAVs with Different Priority Schemes for Delivery Tasks.- 13.Intelligent Distribution Electrical Grid Section Efficiency Analysis.- 14.The new method for automatic vectorization efficiency increasing.- 15.Efficient selection of stochastic parameters of parallel population algorithms and their impact on the quality of the solution.- 16.Genetic Quantum Algorithms with Binary Observation.