English proficiency:
Research projects:
- Grant of the President of the Russian Federation (project NSH — 3792.2018.6). 2018 — 2019.
- State Assignment of the Ministry of Education «Formation and Development of Regional Innovation Systems in the Russian Economy». 26.6446.2017/BCH. 2017 — 2019.
- State Assignment of the Ministry of Education 26.1303.2014/K «Theory and Instruments for Shaping State Industrial Policy in the Context of an Innovative Economy».
- Grant CBC INCROBB «Inclusive cross-border business networking of tomorrow» 2020. 5) State Order «Provision of services for investment packaging of projects of cluster participants for the needs of the „Moscow Innovation Cluster“ Fund», contract dated September 20, 2021 No. 107/8−21.
- State Order for the implementation of research and development work for LLC «Management Company «ROSNANO», contract dated December 20, 2021 No. 0912/2021.
- State Assignment of the Ministry of Education «Development of a methodology for instrumental base formation for analysis and modeling of the spatial socio-economic development of systems based on internal reserves in the context of digitalization» (FSEG-2023−0008).
Research topics:
Management of Sustainable Development of Industrial Structures within the Concept of Water-Energy-Food
• Analysis of Current Resource Consumption in Target Industries: The postdoctoral researcher will conduct data collection and analysis on water and energy consumption, evaluating their impact on environmental and economic efficiency.
• Development and Testing of Innovative Resource Management Models: The postdoctoral researcher will participate in the development of mathematical models and algorithms for optimizing resource utilization within enterprises. They will also test these models in laboratory settings and subsequently implement them in industrial facilities.
• Preparation of Scientific Publications and Reports: The postdoctoral researcher will prepare scientific articles for publication in international journals, as well as technical reports on the project's progress. Publications will present research findings, including developed models and their practical testing.
• Collaboration with International Partners: The postdoctoral researcher will engage in international scientific collaborations (primarily with research teams from India and China), exchange expertise and knowledge with colleagues from other countries, and adapt developed solutions for application in diverse economic and climatic contexts.
Research interests:
- Formulating innovative methods focused on achieving rational energy conservation ratios in fuel and energy complex industries, taking into account the balance between optimizing economic efficiency and minimizing negative environmental and societal impacts.
- Developing management systems that centralize resource flows (water and energy) in fuel and energy complex enterprises, facilitating progressive structural shifts in industrial structures.
- Formulating innovative methodologies and technologies that contribute to reducing the negative impact of machine-building industries on natural ecosystems, while simultaneously enhancing the economic efficiency of industrial enterprises.
- Developing integrated management systems that consider water and energy resources in the production processes of machine-building industries, fostering the sustainable and efficient functioning of industrial structures.
- Formulating methods and technologies aimed at optimizing resource utilization in the «waterenergy-food» chain within the agro-industrial complex, considering the achievement of economic efficiency in industrial structures.
- Developing management systems that facilitate rapid adaptation of the agro-industrial complex to climate change by leveraging the «water-energy-food» nexus in the context of maintaining strategic agricultural sustainability.
Specific requirement:
Experience with Big Data and Resource Management Systems (Proficiency in Python, Hadoop, Spark, Apache Kafka, SCADA, IBM Watson IoT, Tableau, Power BI, SQL, Google Cloud Platform).
Proficiency in Economic-Mathematical Modeling and Data Analysis (Expertise in R, MATLAB, Stata, EViews, Excel (with macros and modeling), SciPy, NumPy, GAMS, Julia, CPLEX, Simulink, AnyLogic, Monte Carlo Simulation, Linear Programming, Dynamic Programming, Neural Networks, Regression Analysis, Multivariate Analysis, Time Series Analysis, Game Theory, Network Analysis).
Machine Learning and Artificial Intelligence Experience — Proficiency in machine learning libraries and frameworks (TensorFlow, PyTorch, Scikit-learn, Keras), Experience applying deep learning techniques for big data analysis (Development and implementation of predictive models for resource management and process optimization.
Cloud Computing and Platform Experience (Experience with cloud computing platforms (AWS, Microsoft Azure, IBM Cloud), optimization of computing processes using cloud technologies for model scaling and data analysis).
Experience with Automation System Implementation in Production (Experience with industrial process automation systems (PLC, DCS, SCADA), Knowledge of methods and technologies for automated resource management in industrial enterprises). • Knowledge of International Standards in Energy Efficiency and Sustainable Development (ISO 50 001 (Energy Management), ISO 14 001 (Environmental Management), LEED, BREEAM, GRI (Global Reporting Initiative), IEA (International Energy Agency) standards, SDGs (Sustainable Development Goals), Paris Agreement, Kyoto Protocol, PAS 2050 (Carbon Footprint), IPCC (Intergovernmental Panel on Climate Change) guidelines, WBCSD (World Business Council for Sustainable Development) frameworks, C2E2 (Copenhagen Centre on Energy Efficiency) standards).
Interdisciplinary Research and International Project Experience: Conducting comparative research in different countries; Working with universities and research centers; Collaborating with international non-governmental organizations; Co-authoring scientific articles with researchers from various countries; Participation in international scientific conferences; Writing grants for international funding.
Main publications:
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1. Dmitriy Rodionov, Irina Rudskaia, Daria Krasnova, Elena Zhogova The Role of Higher Education in Regional Development // International Journal of Technology. Vol. 15 (5). 2024. pp. 1021−1032.
2. Olga Saychenko, Dmitriy Rodionov, Elena Schislyaeva, Inna Krasovskaya, Kristina Plis The main scientific and practical directions and priorities of management and development of the digital economy at the enterprises of modern shipbuilding // Journal of Law and Sustainable Development. v.11, n. 12, 2024, pp. 01−11, e01611.
3. Terenteva D., Rodionov D., Konnikova O., Konnikov E. Measuring the Level of Responsible Consumption Influenced by the Digital Environment: A Case Study of University of Barcelona and Bielefeld University Students // Information (Switzerland). 2023. Т. 14. No 2. С. 73.
4. Eremina I., Rodionov D. The Special Aspects of Devising a Methodology for Predicting Economic Indicators in the Context of Situational Response to Digital Transformation //International Journal of Technology. — 2023. — Т. 14. — No. 8.
5. Rodionov D. et al. Risk Modeling in the Oil and Gas Industry //International Journal of Technology. — 2023. — Т. 14. — No. 8.
6. Rodionov D. et al. Methodology for Assessing the Digital Image of an Enterprise with its Industry Specifics // Algorithms. 2022. Т. 15. No 6.
7. Rodionov D. et al. Analyzing the Systemic Impact of Information Technology Development Dynamics on Labor Market Transformation // International Journal of Technology. 2022. Т. 13. No 7. С. 1548.
8. Rodionov D. et al. Information Environment Quantifiers as Investment Analysis Basis // Economies. 2022. Т. 10. No 10. С. 232.
9. Samoilova L., Rodionov D. Production Function Based on Input-Output and Growth Rate Indicators as a Tool for Assessment of Innovation Climate in Russian Regions // Economies. 2022. Т. 10. No 12. С. 297.
10. Rodionov D. et al. Impact of COVID-19 on The Russian Labor Market: Comparative Analysis of the Physical and Informational Spread of the Coronavirus // Economies. 2022. Т. 10. No 6.
11. Konnikov E., Rodionov D., Konnikova O., Yuldasheva O. Analyzing Natural Digital Information in the Context of Market Research // Information (Switzerland). 2021. Т. 12. No 10.
12. Zaytsev A., Dmitriev N., Rodionov D., Magradze T. Assessment of the Innovative Potential of Alternative Energy in The Context of the Transition to The Circular Economy // International Journal of Technology. 2021. Т. 12. No 7. С. 1328−1338.
13. Rodionov D.G., Konnikov E.A., Nasrutdinov M.N. A Transformation of the Approach to Evaluating a Region's Investment Attractiveness as a Consequence of the COVID-19 Pandemic // Economies. 2021. Т. 9. No 2.
14. Rodionov D. et al. Modeling Changes in the Enterprise Information Capital in The Digital Economy // Journal of Open Innovation: Technology, Market, and Complexity. 2021. Т. 7. No 3.
15. Zaytsev A., Rodionov D., Dmitriev N., Ilchenko S. Assessing Intellectual Capital from the Perspective of its Rental Income Performance // International Journal of Technology. 2020. Т. 11. No 8. С. 1489−1498.
16. Rodionov D., Perepechko O., Nadezhina O. Determining Economic Security of a Business Based on Valuation of Intangible Assets According to the International Valuation Standards (IVS) // Risks. 2020. Т. 8. No 4. С. 1−14.
17. Rodionov D., Velichenkova D. Relation Between Russian Universities and Regional Innovation Development // Journal of Open Innovation: Technology, Market, and Complexity. 2020. Т. 6. No 4. С. 1−26.