Denis N. Sidorov is Doctor of Physical and Mathematical Sciences, Professor of the Russian Academy of Sciences, Principal Investigator at Energy Systems Institute of Russian Academy of Sciences, member of dissertation councils 24.1.118.01 (engineering sciences, IES SB RAS) and 24.2.306.05 (physical and mathematical sciences, ISU), member of the RAS Bureau of Professors at the RAS Branch in Energy, Mechanical Engineering, Mechanics and Control Processes (Irkutsk).

Research interests involves: inverse problems theory, nonlinear dynamical systems modeling, machine learning, numerical methods, mathematical physics, smart grids, image processing.

D. N. Sidorov is expert in the field of mathematical modeling of energy systems, the author of more than 150 scientific works published in top-rated journals, including 4 monographs and 6 copyright certificates.

Main results:

• new classes of mathematical models with integral operators have been developed and constructive numerical and analytic methods for their study have been proposed with applications in mechanics and for energy storage systems modeling; machine learning methods were developed on the basis of committee and integro-functional models, their connection with the blow-up theory o and phase transitions was investigated;
• on this basis, a complex of intelligent means for detecting and blackout prevention  n power grids was created.

Prof. D. N. Sidorov is member of the editorial board of the journal "Renewable and Sustainable Energy Reviews" (Q1), member of the Dissertation Council D003.017.01, chairman of the section of the IEEE Power & Energy Society Russia (Siberia), honored visiting professor of Hunan University (China).

SPIN 6049-9314

AuthorID 14218

ORCID 0000-0002-3131-1325

Scopus Author ID: 15060736400

ResearcherID: B-4592-2008

MathNet: 17845

ZBMath

Publications 2002-2023

• Noeiaghdam S., Sidorov  D., Dreglea  A. A novel numerical optimality technique to find the optimal results of Volterra integral equation of the second kind with discontinuous kernel //Applied Numerical Mathematics. 2023. 186. pp. 202–212.
• Liu  F., Liu  H., Li Y., Sidorov D. Two relaxed quadratic function negative-determination lemmas: Application to time-delay systems //Automatica. 2023. 147. 110697.
• Tynda A.N., Sidorov D.N.  Inverse Problem for the Integral Dynamic Models with Discontinuous Kernels // Mathematics. 2022. 10(21). 3945.
• Tomin N., Shakirov  V., Kurbatsky V., … Kozlov A., Yang  D. A multi-criteria approach to designing and managing a renewable energy community. Renewable Energy. 2022. 199. pp. 1153–1175.
• Noeiaghdam S., Sidorov D., Wazwaz A.-M., Sidorov N., Sizikov V. The numerical validation of the Adomian decomposition method for solving Volterra integral equation with discontinuous kernels. Mathematics.2021, 260.
• Sidorov D., Muftahov I., Karamov D., Tomin N., Panasetsky D., Dreglea A., Liu F., Foley A. A Dynamic Analysis of Energy Storage with Renewable and Diesel Generation using Volterra Equations. IEEE Transactions on Industrial Informatics.16:5 (2020), 3451–3459.
• Sidorov D., Panasetsky D., Tomin N., Karamov D., Zhukov A., Muftahov I., Dreglea A., Liu F., Li Y. Toward Zero-Emission Hybrid AC/DC Power Systems with Renewable Energy Sources and Storages: A Case Study from Lake Baikal Region. Energies. 13:5 (2020), 1226.
• Zhukov А., Sidorov D., Mylnikova A., Yasyukevich Yu. Machine learning methodology for ionosphere total electron content nowcasting. International Journal of Artificial Intelligence.16:1 (2018), 144–157.
• Sizikov V. S., Sidorov D. N. Discrete Spectrum Reconstruction Using Integral Approximation Algorithm.  Applied Spectroscopy. 71:7 (2017), 1640–1651 , SAGE Publ.
• Muftahov I, Tynda A., Sidorov D. Numeric solution of Volterra integral equations of the first kind with discontinuous kernels. Journal of Computational and Applied Mathematics. 2017. 119–128 . Elsevier BV.
• Sizikov V. S., Sidorov D. N. Generalized quadrature for solving singular integral equations of Abel type in application to infrared tomography. Applied Spectroscopy.106 (2016). 69–78. Elsevier BV.
• Lempert A. A.,  Sidorov D. N., Zhukov A.V., Nguen G. L . A combined work optimization technology under resource constraints with an application to road repair. Avtomatika i Telemekhanika. 2016, no. 11, 4–17.
• Denis Sidorov. Integral Dynamical Models: Singularities, Signals & Control, т. 87, World Scientific Series on Nonlinear Science Series A. Leon O. Chua, World Scientific Publ. Pte Ltd, Singapore. 2015, (Library of Congress Cataloging-in-Publication Data).
• Markova E.V., Sidorov D.N. On one integral Volterra model of developing dynamical systems. Autom Remote Control. 2014.75, 413–421. https://doi.org/10.1134/S0005117914030011
• Sidorov D.N. Existence and blow-up of Kantorovich principal continuous solutions of nonlinear integral equations. Differential Equations. 50:9 (2014).
• Sidorov D.N. On Parametric Families of Solutions of Volterra Integral Equations of the First Kind with Piecewise Smooth Kernel. Mathematical Sciences. 2013. Vol. 49. No. 2. pp. 209–215.
• Gamm A.Z., Glazunova A.M., Grishin Yu.A., Kurbatskii V.G., Sidorov D.N., Spiryaev V.A., Tomin N.V. Metody prognozirovaniya rezhima elektroenergeticheskikh sistem dlya tselei monitoringa i upravleniya. Elektrichestvo. 2011. no. 5. 17–26. 
• Kokaram A, Bornard R., Rares A., Sidorov D. , Chenot J.H. , Laborell L., Biemond J. Digital restoration systems: Coping with reality. SMPTE Motion Imaging Journal.112:7-8 (2003), 225–231.
• Sidorov D.N., Kokaram A.C.  Suppression of moire patterns via spectral analysis. Visual Communications and Image Processing, SPIE Proceedings. 4671. 2002. 895–906.