Technological Transformation: A New Role For Human, Machines And Management: TT-2020

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