Igor Ilin
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View article: Application of causal inference and machine learning methods for automated interpretation of medical data
Application of causal inference and machine learning methods for automated interpretation of medical data Open
In the context of rapid advancements in machine learning and causal inference methodologies, their integration into medical research is of paramount importance. Implementing appropriate methods in the medical domain facilitates robust asse…
View article: Digitalization as a Factor for Development of the Target Arctic Subspaces
Digitalization as a Factor for Development of the Target Arctic Subspaces Open
The Arctic zone of the Russian Federation is a rich, attractive, but hard-to-reach region. The authors of the article believe that the current level of development of digital and data technologies can make a constructive contribution to ov…
View article: Development of method to calculate the distribution of the magnetic field, currents and losses in transposed bars of armature winding
Development of method to calculate the distribution of the magnetic field, currents and losses in transposed bars of armature winding Open
This paper describes a method to calculate the distribution of the magnetic field, currents and losses in the slot parts of electrical machines armature winding bars. The method is based on finite-element-analysis modelling of the AC magne…
View article: Towards a smart hospital: Smart infrastructure integration
Towards a smart hospital: Smart infrastructure integration Open
In today’s business world, digital technologies have become vital for implementing processes in any company, including the healthcare industry. By utilizing the latest technologies to collect, process, analyze, and transmit data through sm…
View article: Neural network approach for detection of defects “weft crack” and “water damage” in textile fabrics
Neural network approach for detection of defects “weft crack” and “water damage” in textile fabrics Open
At present, the automation of production processes, including the use of computer vision, machine learning and artificial intelligence methods, is of relevance at light industry enterprises due to the fourth industrial revolution. The key …
View article: An Approach to Forecasting the Structure of Energy Generation in the Age of Energy Transition Based on the Automated Determination of Factor Significance
An Approach to Forecasting the Structure of Energy Generation in the Age of Energy Transition Based on the Automated Determination of Factor Significance Open
In the age of energy transition that we are going through today, many research studies discuss how to develop various approaches to making forecasts aimed at obtaining quantitative assessments of the technical and economic indicators of th…
View article: Data-Driven Management of Vaccination and Its Consequences
Data-Driven Management of Vaccination and Its Consequences Open
Vaccination is critical to preventing the spread of diseases. It stimulates the immune system to produce antibodies that fight specific diseases, eradicating and reducing their incidence. However, despite the proven benefits, there is hesi…
View article: System of Project Management at a Medical Hub as an Instrument for Implementation of Open Innovation
System of Project Management at a Medical Hub as an Instrument for Implementation of Open Innovation Open
Globalization activates qualitative changes in multiple economic entities and requires the development of alternative forms of business organization. At present, one of the most promising development tracks is represented by the implementa…
View article: Forecasting a New Type of Virus Spread: A Case Study of COVID-19 with Stochastic Parameters
Forecasting a New Type of Virus Spread: A Case Study of COVID-19 with Stochastic Parameters Open
The consideration of infectious diseases from a mathematical point of view can reveal possible options for epidemic control and fighting the spread of infection. However, predicting and modeling the spread of a new, previously unexplored v…
View article: Function-oriented approach to mining enterprise automation
Function-oriented approach to mining enterprise automation Open
Nowadays a production enterprise is inconceivable without the automation of all its processes – technological, production, and managerial. The efficiency of an enterprise largely depends on high-quality data processing within a single info…
View article: Innovative Ecosystem Model of Vaccine Lifecycle Management
Innovative Ecosystem Model of Vaccine Lifecycle Management Open
The COVID-19 pandemic has severely tested humanity, revealing the need to develop and improve the medical, economic, managerial, and IT components of vaccine management systems. The vaccine lifecycle includes vaccine research and developme…
View article: Developing a Contract Management System for FMCG Chain Retailing Companies in the Context of Digital Transformation
Developing a Contract Management System for FMCG Chain Retailing Companies in the Context of Digital Transformation Open
Aim. The presented study aims to develop and describe a contract management system for FMCG chain retailing companies in the context of the digital transformation of the economy. Tasks. The authors examine the specific aspects of developin…
View article: An Economic Model of Sustainable Development in the Russian Arctic: The Idea of Building Vertical Farms
An Economic Model of Sustainable Development in the Russian Arctic: The Idea of Building Vertical Farms Open
The main aim of the article is to find out the key factors of sustainable development of the Russian Arctic, which is strategically significant for Russia. The academic literature was reviewed to find out the time dynamics of the reference…
View article: System of Comprehensive Assessment of Project Risks in the Energy Industry
System of Comprehensive Assessment of Project Risks in the Energy Industry Open
The article proposes to consider the problem of comprehensive assessment of project risks as applied to the energy industry. The authors of the research focused on the description of the applied solution. A real investment project on repla…
View article: Public-Private Partnership as a Tool of Sustainable Development in the Oil-Refining Sector: Russian Case
Public-Private Partnership as a Tool of Sustainable Development in the Oil-Refining Sector: Russian Case Open
Dramatic changes in the global energy market due to COVID-19 pandemic, the OPEC+ agreement, and increasing rates of green energy share in the world community have brought negative effects on the oil sector. In the long term, oil will reduc…
View article: Investment Models for Enterprise Architecture (EA) and IT Architecture Projects within the Open Innovation Concept
Investment Models for Enterprise Architecture (EA) and IT Architecture Projects within the Open Innovation Concept Open
Information technologies (IT) architecture and infrastructure is a significant cost item, especially for enterprises with complex production infrastructure and equipment that require automated and digital devices to collect and process pri…
View article: Corporate innovation ecosystems: challenges and opportunities
Corporate innovation ecosystems: challenges and opportunities Open
This article proposes to consider the concepts of an innovation ecosystem and a digital platform. The analysis of world experience in terms of corporate innovative ecosystems contributing to the accelerated implementation of innovations is…
View article: Digital Twins in the Intelligent Transport Systems
Digital Twins in the Intelligent Transport Systems Open
Traffic management problems in any city are acute. Previously, this problem was solved by control centers, now such centers require modernization based on digital twins and artificial intelligence. The introduction of Intelligent Transport…
View article: IT and technological architecture of healthcare organization
IT and technological architecture of healthcare organization Open
The healthcare industry has changed significantly over the past few years. This is largely due to widespread digitalization, as well as a shift in the emphasis of medical care towards patient focus. This led to the emergence of approaches …
View article: Requirements to IT support of oil refinery supply chain
Requirements to IT support of oil refinery supply chain Open
One of the factors that ensure the efficiency of any enterprise is effective supply chain management, in which the enterprise is a par-ticipant. The purpose of this article is to describe and model the supply chain of the oil refining indu…
View article: Cloud Application For Sheet Materials Cutting Optimization
Cloud Application For Sheet Materials Cutting Optimization Open
The purpose of this study is to provide a working SaaS application that can be used for sheet materials cutting optimization using heuristics. For the research, literature and open sources in the internet were analyzed. The list of the mos…
View article: Controlling the Parameters of Technological Processes Involved in Oil Refining
Controlling the Parameters of Technological Processes Involved in Oil Refining Open
Aim . The presented study aims to develop a reference model of a system of processes for controlling the parameters of technological processes of installations involved in the production of commercial petroleum products. Tasks . The author…
View article: Global Container Shipping Line Digital Transformation and Enterprise Architecture Modelling
Global Container Shipping Line Digital Transformation and Enterprise Architecture Modelling Open
Currently new competitive environment and fundamental changes in the traditional industries are taking place. The digital transformation of companies can be an effective tool to gain a competitive advantage, but its success requires consis…
View article: Possibilities of blockchain technology application for the health care system
Possibilities of blockchain technology application for the health care system Open
The blockchain technology has many applications in modern medicine. This can be data management, accounts and finance, as well as others. It is important for each category of tasks to choose their own solution and bring the maximum effect …
View article: The value creation chain: diagnostic restrictions and challenges
The value creation chain: diagnostic restrictions and challenges Open
The article presents an approach to diagnosing constraints in the operating value chain. The presented approach is based on the requirements and recommendations of quality standards for the application of the process approach. Based on the…
View article: List of requirements for the architecture of the digital space of Russian business to the technologies providing its realization
List of requirements for the architecture of the digital space of Russian business to the technologies providing its realization Open
Санкт-Петербургский политехнический университет Петра Великого 195251, Россия, Санкт
View article: Models for Optimisation of Delivery Timing and Volumes under Uncertainty Encompassing Penalty and Customer Attrition Risks
Models for Optimisation of Delivery Timing and Volumes under Uncertainty Encompassing Penalty and Customer Attrition Risks Open
The paper proposes a model for inventory management and specifically for determining the optimum volume and timing of deliveries, encompassing the uncertainty of demand. The criteria of efficiency are the minimisation of integral costs and…