Technological Transformation: A New Role For Human, Machines And Management: TT-2020 (Lecture Notes in Networks and Systems Book 157)

This proceedings book contains 21 articles that arouse the greatest interest among experts from academia, industry and scientific experts in the area of the structural transformation of industrial and economic systems on a new technological base. V Scientific International Conference «Technological Transformation: A New Role for Human, Machines and Management (TT-2020)» was held on 16–18 September 2020 in St. Petersburg at the Peter the Great St. Petersburg Polytechnic University. The conference aimed to discuss the results of system studies on the key drivers and consequences of wide digitalization in various sectors of the economy and industry, as well as in the service sector. Topics were presented: New industrial base, Virtual engineering, Diffusion of technology, Digital infrastructure, Supercomputers, Cyberphysical interface and Informatics of cognitive processes, Convergence, harmonization and integration of artificial and natural intelligence, Changing social and economic landscape and new management systems, Digital technologies in logistics, Cyberphysical systems and artificial intelligence. Preface Contents Mathematical Methods for Implementing Homeostatic Control in Digital Production Systems Abstract 1 Introduction 2 Materials and Methods 2.1 Fractal Methods for Security Assessment of Digital Manufacturing 3 Results 4 Discussion Acknowledgment References Bioinspired Intrusion Detection in ITC Infrastructures Abstract 1 Introduction 2 Methods 2.1 A Generalized Model for Intrusion Detection 2.2 Global and Local Alignments 2.3 Smith-Waterman Algorithm 2.4 Needleman-Wunsch Algorithm 3 Results 3.1 Detection of Polymorphic Intrusions 3.2 Anomaly Detection 3.3 The Experimental Study 4 Discussion 5 Conclusion Acknowledgments References Algorithm for Optimizing Urban Routes in Traffic Congestion Abstract 1 Introduction 2 Materials and Methods 3 Results 4 Discussion 5 Conclusions References The Impact of Digitalization on a Production Structures and Management in Industrial Enterprises and Complexes Abstract 1 Introduction 2 Materials and Methods 3 Results 4 Discussion 5 Conclusions References Uncertainty Decision Making Model: The Evolution of Artificial Intelligence and Staff Reduction Abstract 1 Introduction 2 Milestones of AI Development and Its Integration into Economic Processes 3 Decision-Making Model in Conditions of Uncertainty When Replacing Employees with Intelligent Systems 4 Conclusion Acknowledgements References Smart Containers Technology Evaluation in an Enterprise Architecture Context (Business Case for Container Liner Shipping Industry) Abstract 1 Introduction 2 Methods 3 Results 4 Discussion and Conclusions Acknowledgement References The Application of Machine Learning to One-Dimensional Problems of Mechanics of a Solid Deformable Body Abstract 1 Introduction 1.1 The Choice of Types of Algorithms 1.2 The Choice of Algorithms 1.3 Input Data Generation 2 Results Validation 2.1 Restoration of Bending Moment 2.2 Restoration of Deflections 3 Conclusions Acknowledgment References Evaluation Algorithm of Probabilistic Transformation of a Random Variable Abstract 1 Introduction 2 Algorithm 3 Application Area 4 Conclusion Acknowledgements References Digital Twin of Continuously Variable Transmission for Predictive Modeling of Dynamics and Performance Optimization Abstract 1 Introduction 2 Materials and Methods 2.1 The Design of Chain CVT 2.2 Mathematical Modeling of Continuously Variable Transmission 2.3 Numerical Methods for Solving the Problem of Continuously Variable Transmission Dynamics 2.4 Software Package for Predictive Modeling of CVT Dynamics 3 Results and Discussion 4 Conclusions Acknowledgments References Experience-Driven, Method-Agnostic Algorithm for Controlling Numerical Integration of ODE Systems Abstract 1 Introduction 2 Materials and Methods 2.1 Controlling Step Size 2.2 Controlling Discrete Parameter of Method 3 Results and Discussion 4 Conclusions Acknowledgments References Functional Visualization of the Results of Predictive Modeling in the Tasks of Aerodynamics Abstract 1 Introduction 2 Materials and Methods 2.1 Requirements to Format 2.2 Format Description 2.3 Procedure of Resampling Original Data Files 2.4 Auxiliary Techniques 2.5 Octree Structure Formation 2.6 Completion Defining Fields at Octree Leaves 2.7 General Approach of Fields Evaluation in Non-leaves Blocks 3 Results 4 Discussion 5 Conclusions Acknowledgments References Digitalization in Logistics for Organizing an Automated Delivery Zone. Russian Post Case Abstract 1 Introduction 2 Methods and Literature Review 3 Results 3.1 Issues and Challenges of the Current Situation of FSUE Russian Post 3.2 Algorithm for the Automated Issuing Technology Implementation 4 Conclusion Acknowledgments References Algorithm for Evaluating the Promotions Effectiveness Based on Time Series Analysis Abstract 1 Introduction 2 Mathematical Models Promotions 3 Systematic Component Modeling of Time Series 4 Promotion Efficiency Algorithm 5 Practical Approach of Application 6 Conclusion Acknowledgements References Analysis of Technological Innovations in Supply Chain Management and Their Application in Modern Companies Abstract 1 Introduction 2 Methodology 3 Results 4 Conclusion Acknowledgement References Digital Platforms for the Logistics Sector of the Russian Federation Abstract 1 Introduction 2 Materials and Methods 3 Results 4 Discussion 5 Conclusion Acknowledgement References Digital Logistics Transformation: Implementing the Internet of Things (IoT) Abstract 1 Introduction 2 Existing Literature 3 Materials and Methods 4 Results 5 Conclusion References The Challenges of the Logistics Industry in the Era of Digital Transformation Abstract 1 Introduction 2 Materials and Methods 3 Results 4 Conclusion Acknowledgment References Optimal Production Manufacturing Based on Intelligent Control System Abstract 1 Introduction 2 Problem Statement 3 Method Notation 3.1 Kripke Structure 3.2 Process Identification 3.3 Neural Network Regression 3.4 Pareto Front 4 Experimental Results 4.1 Kripke Structure 4.2 Process Identification 4.3 Neural Network Regression 4.4 Pareto Front 5 Conclusion References Intelligent Cyber Physical Systems for Industrial Oil Refinery Abstract 1 Introduction 1.1 Composite of Genetic Algorithm and BP Neural Network 1.2 The Main Content of the Algorithm 1.3 Composite of Genetic Algorithm and BP Neural Network 1.4 Practical Application 2 Conclusion References Modal Logic of Digital Transformation: Relentless Pace to “Exo-Intellectual” Platform Abstract 1 Introduction 2 Materials and Method 3 Results 4 Discussion 5 Conclusions Acknowledgment References Technology Predictions for Arctic Hydrocarbon Development: Digitalization Potential Abstract 1 Introduction 2 Materials and Methods 3 Results 4 Discussion 5 Conclusion Expression of Gratitude References Author Index