LEADER 04555nam 22006375 450 001 9910887812003321 005 20250808090300.0 010 $a9783031676857 010 $a3031676858 024 7 $a10.1007/978-3-031-67685-7 035 $a(MiAaPQ)EBC31686301 035 $a(Au-PeEL)EBL31686301 035 $a(CKB)36186073100041 035 $a(DE-He213)978-3-031-67685-7 035 $a(MiAaPQ)EBC31747762 035 $a(Au-PeEL)EBL31747762 035 $a(EXLCZ)9936186073100041 100 $a20240923d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aCyber-Physical Systems $eData Science, Modelling and Software Optimization /$fby Alla G. Kravets ; edited by Alexander A. Bolshakov 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (229 pages) 225 1 $aStudies in Systems, Decision and Control,$x2198-4190 ;$v554 311 08$a9783031676840 311 08$a303167684X 320 $aIncludes bibliographical references. 327 $a1.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. 330 $aThis book is devoted to new approaches to modeling and design of cyber-physical systems. Nowadays, cyber-physical systems become widely used in different domains. Scientific society suggests new approaches to engineering and optimization of cyber-physical systems, however, there are still open questions that need to be covered by research and development. It presents results and findings in the field of Data Science and digital twin engineering for cyber-physical systems. This book provides scientific, practical, and methodological approaches to modeling of complex processes for cyber-physical systems. The authors highlight essential results on software optimization in cyber-physical systems. The target audience of the book are practitioners, enterprise representatives, scientists, Ph.D., and master?s students who perform scientific research or applications of cyber-physical systems for various domains. 410 0$aStudies in Systems, Decision and Control,$x2198-4190 ;$v554 606 $aCooperating objects (Computer systems) 606 $aEngineering$xData processing 606 $aAutomation 606 $aCyber-Physical Systems 606 $aData Engineering 606 $aAutomation 615 0$aCooperating objects (Computer systems) 615 0$aEngineering$xData processing. 615 0$aAutomation. 615 14$aCyber-Physical Systems. 615 24$aData Engineering. 615 24$aAutomation. 676 $a006.22 702 $aKravets$b Alla G. 702 $aBolshakov$b Alexander A. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910887812003321 996 $aCyber-physical systems$91892898 997 $aUNINA