English proficiency:
Research projects:
Grants from the Russian Foundation for Basic Research, the Russian Foundation for Basic Research and Projects of the Ministry of Education and Science of the Russian Federation:
— head of work under the Russian Science Foundation grant «Optical sensor for the presence and level of contamination with petroleum products and heavy particles of liquids» No. 24−21−20 116 dated 04/12/2024, 2024−2025; -
head of work under contract No. 20−37−90 012/20 for the grant to the winner of the competition and the implementation of the scientific project «Automated quality assessment system for instrument-making products», grant from the Russian Foundation for Basic Research, 2020 — 2022;
— contractor of the complex project No. 074−11−2018−007 dated May 31, 2018 «Creation of a high-tech Russian platform for increasing the company's efficiency based on hybrid intelligence technology», Ministry of Education and Science of the Russian Federation, 2018−2020;
— contractor for works under the state contract of the Ministry of Education and Science No. 18. N20.11.0001 dated July 19, 2017. «Development and testing of mockups of mobile interfaces for analytical services of the Ministry of Education and Science of the Russian Federation, report templates based on financial and statistical indicators obtained from various sources for analyzing results and operational monitoring of financial and economic activity processes both for the department as a whole and for the entire subordinate network», 2017−2019;
— executor of the contract No. INT-2701/1 dated January 27, 2017 «Creation of a high-tech production of a Russian device based on bio-management technology to increase the productivity of intellectual labor of engineering workers», Ministry of Education and Science, 2017−2019 (according to Decree of the Government of the Russian Federation No. 218 dated April 9, 2010 «On measures of State support for the development of cooperation between Russian Higher educational institutions and organizations implementing complex projects to create high-tech production»);
— contractor for state contract No. 18. N20.11.0002 dated
Federal programs:
— developer and responsible executor of the Program for improving the Competitiveness of SPbPU among the world's leading scientific and educational centers (the 5−100−2020 Program) in the framework of the Decree of the President of the Russian Federation «On measures to implement State policy in the field of education and science» No. 599 dated May 7, 2012 (2013−2020);
— developer and responsible executor of the Development Program of the State educational institution of Higher Professional Education «Saint Petersburg State Polytechnic University» for 2010−2019, approved by Order of the Ministry of Education and Science of the Russian Federation dated July 26, 2010 No. 803 (2010−2019);
— developer and responsible executor of the Federal Target Program «Russian Engineering Network of Technical Innovations» («Engineering Network of Russia»), approved by Decree of the Government of the Russian Federation dated December 4, 1995 No. 1207 (1996−1998).
International programs and projects:
— responsible executor of the European Project 543 727-TEMPUS-1−2013−1- IT-TEMPUS-SMGR «EQUASP» «Online quality assurance of educational programs» (2013−2016);
— responsible for cooperation with the international company INVENT (Germany) on internships for employees of St. Petersburg State Technical University (SPbGPU) within the framework of the Innovative Educational Program of St. Petersburg State University (2007−2008);
— Head of work from the Russian side on the European TACIS/TEMPUS project No. CD_JEP-21 188 TRACQUEM «Development of training programs on quality management and environmental protection», Russia, France, Greece, Ireland, Portugal (2001−2004);
— Responsible contractor under contract No. A2/037/S/1 «Development of recommendations for the implementation and improvement of the university's quality system» as part of the sub-loan agreement No. A/E.37/00 dated 2000 with the National Personnel Training Foundation on the topic «Quality assessment system and quality management in higher education institutions» as part of sub-loan from the International Bank for Reconstruction and Development (2000−2003);
— expert in the TACIS/PCP project No. 3/GR-5-R «Creation of an international network innovation infrastructure», participants: Russia, France, Greece (1998−1999);
— Responsible executive for a joint project with the Ministry of National Economy of Greece DAS 1351/111 725/28−12−1998 «Bilateral cooperation between the Island of Crete and the CIS countries» (1998);
— Executive Officer of the international TACIS/TEMPUS program No. T-JEP-8 572−94, Russia, Greece, France, Belgium (1995−1997);
— Head of the Russian side of the European COPESTAT project, creation of a database of statistical data for Eastern European countries, participants: Russia, Germany, Greece, Czech Republic, Slovenia, Bulgaria, Yugoslavia (1996−1997:);
— Director of the joint venture JSC GIS Technologies Saint Petersburg, led the implementation of more than 20 projects for the production of electronic maps (1995−2003);
— responsible executor of the Russian-Swedish program «Creation and implementation of mechanisms and structures for the transfer and dissemination of quality technologies in St. Petersburg», BITS Foundation (1992−1995).Research topics:
— Formalization and formulation of tasks of system analysis, optimization, management and decision-making for the studied technical object.
— Development of methods and algorithms for solving problems of system analysis, optimization, management and decision-making.
— Development of criteria and models for describing and evaluating the effectiveness of solving problems of system analysis, optimization, management, and decision-making.
— Development of special mathematical and algorithmic support for analysis, optimization, management and decision-making systems.
— Methods and algorithms of intellectual support in making managerial decisions in technical systems.
— Development of problem-oriented management systems, decision-making and optimization of technical facilities.
— Methods and algorithms for forecasting and evaluating the effectiveness, quality, and reliability of complex control systems and their elements.Field of study:
Research interests:
Research highlights:
Chernenkaya L.V. has received the following certificates of state registration of computer programs over the past five years:
— program for processing and searching for contours of the image of impurities of petroleum products in liquids, RU 2 025 696 134 dated 12/16/2025,
— a program for a high-order heuristic model for predicting fuzzy time series based on the hedge algebra approach, RU 2 024 660 106, dated 05/02/2024;
— fuzzy second type time series forecasting model program with hedge algebra and genetic optimization algorithm, RU 2 024 660 134, dated 05/02/2024;
— a program for predicting an intuitionistic fuzzy time series model using the distribution coefficient, RU 2 024 660 235, dated 05/03/2024;
— program of a new Gaussian fuzzy logic inference system of the takagi-sugeno-kanga type with a weighting coefficient of the main component, RU 2 024 660 955, dated 05/14/2024;
— an image segmentation program based on a new intuitive fuzzy c-means clustering method, RU 2 024 687 742, dated 11/20/2024;
— a program for an intuitionistic fuzzy inference system of the tsk type with the integration of a new intuitionistic fuzzy c-mean clustering algorithm, RU 2 024 688 512, dated 11/28/2024;
— a program for solving the inverse problem of parameter recovery in a mathematical model of the kinetics of the refining process, RU 2 023 616 685, dated 30.03.2023;
— the program of optimal classification of socio-economic systems, RU 2 023 616 752, dated 04/03/2023;
— a program for solving the inverse problem of restoring parameters in a mathematical model of the technological process of methanol production, RU 2 023 616 802, dated 04/03/2023;
— a program for solving the inverse problem of restoring parameters in a mathematical model of the learning process in a non-native language, RU 2 023 617 166, dated 04/06/2023;
— a program for predicting and monitoring the level of proficiency in a non-native language, RU 2 023 680 873, dated 06.10.2023;
— a program for estimating the degree of deviation between regularized and exact solutions in inverse parameter recovery problems, RU 2 023 680 969, dated 09.10.2023;
— the program for searching for optimal product quality assessment, RU 2 022 661 438, dated 06/21/2022.
In 1984, she was awarded the medal «Inventor of the USSR».Specific requirement:
Knowledge of mathematical methods of statistical information processing, methods of constructing mathematical objects of complex technical systems, knowledge of the theory of system analysis, management theory, decision theory, theory of constructing predictive models.
Knowledge of programming languages.
Experience in preparing scientific papers for publication.Main publications:
Chernenkaya L.V. has published 282 science3 papers, including 81 papers in journals recommended by the Higher Attestation Commission, 41 papers in journals included in the international scientometric database Scopus and Web of Science.
The Hirsch index in RSCI is 20, and the Hirsch index in Scopus is 10.
— Chernenkaya L.V., Dung Nguyen Thi Thu. A forecasting model fuzzy time series type 2 with hedge algebraic and genetic optimization algorithm. Automatic Control and Computer Sciences. — 2025. — Vol. 59, No. 1. — pp. 39−51.
— Chernenkaya L.V., Pipiya, G.T. Solution to the Problem of Finding the Smallest Radius of Coverage of an Irregular Ellipse for the Problem of Calculating the Volume of Oil-Containing Impurities. Proceedings 2025 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM). — pp.425−430.
— Chernenkaya L.V., Astahov A.M. Automatic Reserve Activation System Using Technical Condition Assessment of Operating Equipment. 26th International Conference of Young Researchers in Electrical and Electronic Engineering, ElConRus 2025, Vol. 1, pp. 1420−1423.
— Chernenkaya L.V., Dung Nguyen Thi Thu. A New TSK Gaussian Fuzzy Inference System with Principal Component Weight. 2024 International Russian Smart Industry Conference (SmartIndustryCon) 2024. pp. 229−234. — 979−8-3503−9504−4/24.
— Chernenkaya L.V., Le, V.H. A Technique for Finding an Approximate Solution to an Ill-Posed Inverse Problem Using Tikhonov's Regularization Method. Lecture Notes in Networks and Systems, 2023, 686 LNNS, pp. 527−537. 07/978−981−99−2100−3_41.
— Chernenkaya L.V., Thi Thu, D.N. A Forecasting Model Intuitionistic Fuzzy Time Series Using Distribution Ratio-Based. Proceedings — 2023 International Russian Automation Conference, RusAutoCon 2023, 2023, p.p. 392−397.
— Chernenkaya L.V., Thu, D.N.T. A High-Order Heuristic Fuzzy Time Series Forecasting Model Based on Hedge Algebras Approach. Proceedings — 2023 International Russian Automation Conference, RusAutoCon 2023, 2023, p.p. 721−728.
— Chernenkaya L.V., Le, V.H., Chernenkii, A.V. Technique for Restoring the Parameters of the Mathematical Mod-el of Oil Refining Processes. Proceedings — 2023 International Russian Automation Conference, RusAutoCon 2023, 2023, p.p. 976−981.
— Chernenkaya L.V., Huyen, L.V. Optimization of the Set of Regularized Solutions in the Coefficient Inverse Problem. 2023 International Confer-ence for Advancement in Technology, ICONAT 2023, pp. 1−6.
— Chernenkaya L.V., Thu, D.N.T. Analysis of Factors Affecting the Development of Socio-Economic Systems of Vietnam Based on Combinatorial Methods. 2023 International Conference for Advancement in Technology, ICONAT 2023, 2023 2023 International Conference for Advancement in Technology, ICONAT 2023, pp. 1−6.
— Chernenkaya L.V., Le, V.H., Nguyen, T.T.D. Forecasting the Concentration of Initial Substances and Products in the Oil Refining Process. Congress on Smart Computing Technologies. CSCT 2022. Smart Innovation, Systems and Technologies, vol 351, pp. 257−266. Springer, Singapore.
— Chernenkaya L.V., Thi Thu Nguyen, D., Van Le, H.A. Model for Classification Based on the K-Means Method Using the Gap-Statistic Algorithm. Congress on Smart Computing Technologies. CSCT 2022. Smart Innovation, Systems and Technologies, vol. 351, pp 351−363. Springer, Singapore.
— Chernenkaya L.V., Pipiya, G.T. Optimization and Decision-Making Strategies with Respect to Product Quality in the Presence of Several Objective Functions. Journal of Machinery Manufacture and Reliability, 2022, 51(7), p.p. 689−701.
— Chernenkaya L.V., Rechinskiy, A.V., Mager, V.E. System Approach for Cognitive Learning in Digital Transformation of Education. Lecture Notes in Networks and Systems, 2022, 442 LNNS, pp. 538−547.
— Chernenkaya L.V., Pipiay, G.T., Mager, V.E. Method of Forming an Updated List of Technical Products Fuzzy Quality Indicators Based on Fuzzy Clustering. Lecture Notes in Electrical Engineering, 2022, 857 LNEE, pp. 324−336.
— Chernenkaya L.V., Desyatirikova, E.N., Mager V.E. Enhancing of Technical Systems Reliability by Implementing of Risk-Oriented Diagnostics. Proceedings — 2021 International Russian Automation Conference, RusAutoCon 2021, 2021, pp. 497−500.
— Chernenkaya L.V. Realization of Computer Vision System for Biometric Identification of Personality. Proceedings — 2021 International Russian Automation Conference, RusAutoCon 2021, 2021, с. 409−414.
— Chernenkaya L.V., Pipiay, G.T., Mager, V.E. Quality Indicators of Instrumentation Products According to the quality 4.0 Concept. Proceedings of the 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2021, 2021, pp. 1032−1036, 9 396 535.
— Chernenkaya L.V., Pipiay, G., Mager, V. Fuzzy Formalization of Individual Quality Criteria for Quality Level Evaluation by Using Two-Level Optimization Model. Lecture Notes in Mechanical Engineering, 2021, pp. 557−565.
— Chernenkaya L.V., Desyatirikova, E.N., Mager, V.E. Subsystem for On-line Diagnostics of Cutting Process in Flexible Manufacturing. In Proc. 2018 International Russian Automation Conference (IRAC — RusAutoCon), 8−14.09.2019, Sochi, Russia.
— Chernenkaya L.V., Mager V.E., Desyatirikova E.N. Method of calculating of a priori reliability of elements of a complex system. In Proc. 2018 International Russian Automation Conference (IRAC — RusAutoCon), 8−14.09.2018, Sochi, Russia, 2018, p. 311−314.
— L.V. Chernenkaya, T.I. Leonova; V.E. Mager; A.V. Chernenkii. Support of decision-making in organizations' Quality Management. Proceedings of 2017 IEEE II International Conference on Control in Technical Systems (CTS), p. 843−845.
— L.V. Chernenkaya, V.N. Volkova; V.N. Kozlov; V.E. Mager. Classification of methods and models in system analysis. Proceedings of 2017 XX IEEE International Conference on Soft Computing and Measurements (SCM), p. 183−186.
— Chernenkaya L.V., Mager V.E., Stepanova M.M., Chernenkii A.V. Risk-oriented approach in Quality management. «Mathematical Modeling» / International scientific journal of the Union of Mechanical Engineering «Industry 4.0», 2017, No. 1, p. 67−69. — Sofia, Bulgaria, ISSN 2635−0986.
— Liudmila Chernenkaya, Vladimir Mager, Tatyana Leonova. Probabilistic pattern of risks in company’s Quality management system. 3rd International Conference on Industrial Engineering (ICIE-2017) — St. Petersburg, Russia, May 16−19, 2017 — SHS Web of Conferences 35, 1 050 (2017), ICIE-2017.Olympiad Profiles:
- Computer & Data Science