Besarion Shanshiashvili
Doctor of Science
Archil Eliashvili Institute of Control Systems of the Georgian Technical University
Scan QR
Education: Geogian Polytechnical Institute, Faculty of Automatics and Computer Engineering, Speciality – Automatics and Teleautomatics. Qualification – Electrical Engineer (19641969); Georgian Polytechnical Institute, Day Postgraduate Studies. Speciality – Automatic Regulation and Control Theory (19701973); Tbilisi State University, Faculty of Mechanics and Mathematics. Speciality – Mathematics. Qualification – Mathematician, Teacher of Mathematics. Scientific Degree: Candidate of Technics Sciences (1974); Doctor of Technics Sciences (2001). Scientific Title: Senior Research Assistant (1990), Assistant Professor (1991), Professor (2004). Academies of Sciences Membership: Correspondingmember of the Engineering Academy of Georgia (2007), Full Member (Academician) of the Engineering Academy of Georgia (2011). Research Interests: System Identification, Control Theory, Dynamical Systems Theory, Optimal Control, Adaptive Control, Ordinary Differential Equations.
Structure and Parameter Identification of a Certain Class of Nonlinear Systems of the Second Degree  Shanshiashvili B.  article  Georgian Academy of Sciences. A. Eliashvili Institute of control systems. Proceedings. 2002, № 6, pp. 2938    ISSN 01350765    Georgian  State Targeted Program 
Parameter Estimation of Nonlinear ContinuousTime Systems with Feedback by Least Squares Method  Shanshiashvili B.  article  Georgian Academy of Sciences. A. Eliashvili Institute of control systems. Proceedings. 2002, № 6, pp. 39472002, № 6, pp. 3947    ISSN 01350765    Georgian  State Targeted Program 
Structure and Parameter Identification of a Certain Class of Nonlinear Systems with Feedback  Salukvadze M.E., Shanshiashvili B.G.  article  V.A. Trapeznikov Institute of Control Sciences. Proceedings of the II International Conference “System Identification and Control Problems” Sicpro ’03. Moscow, 2003, pp. 572582    ISBN 5201149472    Russian  State Targeted Program 
Structure Identification of Nonlinear ContinuousTime Stationary Systems  Rurua A.A., Shanshiashvili B.  article  V.A. Trapeznikov Institute of Control Sciences. Proceedings of the II International Conference “System Identification and Control Problems” Sicpro ’03. Moscow, 2003, pp. 583592    ISBN 5201149472    Russian  State Targeted Program 
Parameter identification of certain class of linear dynamical systems with variable parameters  Salukvadze M.E., Shanshiashvili B.  article  Georgian Academy of Sciences. A.Eliashvili Institute of control systems. Proceedings. Tbilisi, № 7. 2003, pp. 510    ISSN 01350765    English  State Targeted Program 
Structural Identification of Certain Class of Nonlinear Systems with Feedback in Transient Regime  Shanshiashvili B.  article  Georgian Academy of Sciences. Archil Eliashvili Institute of control systems. Proceedings. Tbilisi, 2003, № 7, pp. 2132    ISSN 01350765    Georgian  State Targeted Program 
Parameter Identification of a Certain Class of NonStationary Linear Dynamic Systems  Salukvadze M., Shanshiashvili B.  article  V.A. Trapeznikov Institute of Control Sciences. Proceedings of the III International Conference “System Identification and Control Problems” Sicpro ’04. Moscow, 2006, pp. 15201527    ISBN5201149650    Russian  State Targeted Program 
Synthesis of Binary Control Systems of NonStationary Linear Processes in Conditions of Noise  Rigishvili T., Shanshiashvili B.  article  Georgian Academy of Sciences. A. Eliashvili Institute of control systems. Proceedings of the international Conference “Problems of Control and Power Engineering” 2004, № 8, pp. 320324    ISSN 01350765    Russian  State Targeted Program 
Identification of One Class of Nonlinear Systems on the Set of ContinuousTime BlockOriented Models  Shanshiashvili B.  article  Georgian Academy of Sciences. A. Eliashvili Institute of control systems. Proceedings of the international Conference “Problems of Control and Power Engineering” 2004, № 8, pp. 315319    ISSN 01350765    Russian  State Targeted Program 
Identification of One Class of Nonlinear Dynamical Systems with Positive Feedback  Salukvadze M., Shanshiashvili B.  article  Georgian Academy of Sciences. A. Eliashvili Institute of control systems. Proceedings of the international Conference “Problems of Control and Power Engineering” 2004, № 8, pp. 5458    ISSN 01350765    Russian  State Targeted Program 
Identification of Nonlinear Continuous Systems in The Frequency Domain  Shanshiashvili B.  article  Georgian Academy of Sciences. A. Eliashvili Institute of control systems. Proceedings. Tbilisi, 2005, № 9, pp. 6067    ISSN 01350765    Russian  State Targeted Program 
Structural and Parametric Identification of a Certain Class of Nonlinear Systems in the Frequency Domain  Shanshiashvili B.  article  V.A. Trapeznikov Institute of Control Sciences. Proceedings of the V International Conference “System Identification and Control Problems” Sicpro ’06. Moscow, 2006, pp. 189202    ISBN5201149855    Russian  State Targeted Program 
Parametric Identification and Model Validation of Linear Non Stationary Systems  Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2006, № 10, pp. 5259    ISSN 01350765    Russian  State Targeted Program 
Identification and Modeling of Nonlinear Systems with Feedback  Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2006, № 10, pp. 6065    ISSN 01350765    Russian  State Targeted Program 
Parameteric Identification of Heat Conduction Process  Narimanashvili N., Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2006, № 10, pp. 6669    ISSN 01350765    Georgian  State Targeted Program 
Identification of One Class of NonStationary Linear Dynamic Systems  Shanshiashvili B.  article  V.A. Trapeznikov Institute of Control Sciences. Proceedings of the VI International Conference “System Identification and Control Problems” Sicpro ’07. Moscow, 2007, pp. 370378    ISBN5201149928    Russian  State Targeted Program 
Parametric identification and model validation of linear nonstationary multivariate systems  Salukvadze M., Shanshiashvili B.  article  Publisher House: "Technical University". Proceedings of the international scientific conference "Information technologies in control". ITC’ 07. Vol. I, Tbilisi, 2007, pp. 191196    ISBN 9789994095407. ISBN 9789994095414    Russian  State Targeted Program 
Identification of Nonlinear Systems on the Set of High Order BlockOriented Models  Shanshiashvili B., Shanshiashvili N.  article  Publisher House: "Technical University". Proceedings of the international scientific conference "Information technologies in control". ITC’ 07. Vol. I, Tbilisi, 2007, pp. 197202    ISBN 9789994095407. ISBN 9789994095414    Russian  State Targeted Program 
Investigation of Structural Identification Algorithm of Nonlinear Systems with Feedback with the Help Computer Modeling  Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2007, № 11, pp. 3844    ISSN 01350765    Georgian  State Targeted Program 
Identification of Nonlinear Systems with Determined and Stochastic BlockOriented Models  Bolkvadze G., Salukvadze M., Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2007, № 11, pp. 2434    ISSN 01350765    Russian  State Targeted Program 
Structural Identification of Nonlinear Dynamic Systems with Linear Hyperbolic Part  Narimanashvili N., Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2007, № 11, pp. 4549    ISSN 01350765    Russian  State Targeted Program 
Synthesis of Binary Control Systems in the Presence of NonIdealities in Regulation Channels  Rigishvili T., Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2007, № 11, pp. 5057    ISSN 01350765    Russian  State Targeted Program 
Structural Identification and Computer Modeling of One Class Nonlinear Systems with Feedback  Shanshiashvili B., Rigishvili T.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2008, № 12, pp. 4550    ISSN 01350765    Georgian  State Targeted Program 
Parametric Identification and Model Validation of Linear Dynamical Systems with Variable Parameters  Salukvadze M., Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2008, № 12, pp. 3844    ISSN 01350765    Russian  State Targeted Program 
Automatic Optimizer on Sliding Modes  Rigishvili T., Shanshiashvili B.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2008, № 12, pp. 5559    ISSN 01350765    Russian  State Targeted Program 
About identification of nonlinear continuous systems  Shanshiashvili B.  article  Proceedigs of the international scientific conference dedicated to the 80th anniversary of Academician V.A. Melnikov (Moscow, Russia, February 19  20, 2009). (Plenary report). 2009, pp. 3941    ISBN 9780543577009    Russian  State Targeted Program 
Structural identification of nonlinear continuous dynamic systems  Shanshiashvili B., Salukvadze M.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2009, № 13, pp. 4045    ISSN 01350765    English  State Targeted Program 
Parametric identification of nonlinear continuous dynamic systems  Shanshiashvili B., Shanshiashvili N.  article  LEPL Archil .Eliashvili Institute of control systems. Proceedings. Tbilisi, 2009, № 13, pp. 4652    ISSN 01350765    English  State Targeted Program 
Water pollution estimation in flows by identification of solute oxygen  Salukvadze M., Shanshiashvili B., Gabisonia V.  article  Publisher House “Universali”. Chemical Georgian Journal. Vol. № 4, 2010, pp. 158159    ISSN 15120686    English  State Targeted Program 
Identification of nonlinear dynamic systems with positive feedback  Shanshiashvili B.  article  The Third International Conference “Problems of Cyberernetcs and Informaticcs” PCI’ 2010 (Baku, Azerbaijan, september 68, 2010). Volume II. Baki, “Elm”, 2010, pp. 156159    ISBN 978995245315    English  State Targeted Program 
Increase in the speed of automatic optimizers on sliding modes  Rigishvili T., Shanshiashvili B.  article  The Third International Conference “Problems of Cyberernetcs and Informaticcs” PCI’ 2010 (Baku, Azerbaijan, september 68, 2010). Volume III. Baki, “Elm”, 2010, pp. 160163    ISBN 9789952453157    English  State Targeted Program 
About the Use of Parallel Computing in Problems of Identification of One Class Of Nonlinear Systems  Shanshiashvili B.G.  article  V. A. Trapeznikov Institute of Control Science Russian Academy of Sciences, Moscow, Proceedings of the fifth International Conference “Parallel Computing and Control problems” PACO’2010, 2010, pp. 227240    ISBN 9785914500648    Russian  State Targeted Program 
Identification and Modeling of Linear NonStationary Systems  Shanshiashvili B., Salukvadze M., Maisuradze V.  article  LEPL Archil Eliashvili Institute of control systems. Georgian Technical University. Procee¬dings. № 14. Tbilisi, 2011, pp. 916    ISSN 01350765    Georgian  State Targeted Program 
Methods of Multicriterion Identification for Dynamic systems  Maisuradze V., Salukvadze M., Shanshiashvili B.  article  LEPL Archil Eliashvili Institute of control systems. Georgian Technical University. Procee¬dings. № 14. Tbilisi, 2011, pp. 3660    ISSN 01350765    Georgian  State Targeted Program 
Identıfıcatıon and Modellıng of Complex Dynamıcal Systems  Shanshiashvili B.  article  LEPL Archil Eliashvili Institute of control systems. Georgian Technical University. Procee¬dings. № 14. Tbilisi, 2011, pp. 6172    ISSN 01350765    Georgian  State Targeted Program 
Identification of one class of the nonlinear openloop systems  Shanshiashvili B., Mchedlishvili N.  article  Publisher House “Technical University”, Information and computer Technologies, Modelling , Control  Proceedings. 2011, pp. 101103.    ISBN: 9789941149422    English  State Targeted Program 
Identification of One Class Nonlinear Systems with Closed Cycle  Salukvadze M., Shanshiashvili B.  article  IFAC Proceedings Volumes, Volume 44, Issue 1, January 2011, Pages 56275632  Impact factor  1.13  ISSN 25893653  doi.org/10.3182/201108286IT1002.03329  English  State Targeted Program 
Identification of one class nonlinear dynamic systems with closed cycle  Shanshiashvili B., Salukvadze M.  article  Archil Eliashvili Institute of control systems. Georgian Technical University. Proceedings. № 15. Tbilisi, 2011, pp. 2838    ISSN 01350765    English  State Targeted Program 
Identification and Modeling of Nonlinear Dynamic Open Systems  Shanshiashvili B., Maisuradze V., Bolkvadze G., Mchedlishvili N.  article  Archil Eliashvili Institute of control systems. Georgian Technical University. Procee¬dings. № 15. Tbilisi, 2011, pp. 6066    ISSN 01350765    State Targeted Program  
Parametrical Identification and Control in the Closed Contour in the Class of Models Wiener  Bolkvadze G., Shanshiashvili B.  article  Archil Eliashvili Institute of control systems. Georgian Technical University. Proceedings. № 15. Tbilisi, 2011, pp. 7984.  =  ISSN 01350765  =  Georgian  State Targeted Program 
Identification and Modeling of the Nonlinear Dynamic Open Loop System  Shanshiashvili B., Bolkvadzame G.  article  PCI’ 2012. IV International Conference “Problems of Cyberernetcs and Informaticcs” (Baku, Azerbaijan, september 1214, 2012), vol. IV. 2012, pp. 159162    ISBN 9789952434392, ISBN 9781467345019  DOI:10.1109/ICPCI.2012.6486342  English  State Targeted Program 
Mathematical and Computer Modelling of Adaptive Systems Identification and Control with Power Objects on the Basis of Wienerhammerstein Model  Bolkvadze G., Shanshiashvili B.  article  PCI’ 2012. IV International Conference “Problems of Cyberernetcs and Informaticcs” (Baku, Azerbaijan, september 1214, 2012), vol. IV. 2012, pp. 159162    ISBN 9789952434392, ISBN 9781467345019  DOI:10.1109/ICPCI.2012.6486342  English  State Targeted Program 
Identification of one class of the nonlinear openloop systems  Shanshiashvili Besarion, Mchedlishvili Nino  article  Nova Science Publishers, Information and Computer Technologies – Theory and Practice. In Series: Computer Science, Technology and Applications. New York, 2012, pp. 167174    ISBN: 9781613248706    English  State Targeted Program 
Structural identification of nonlinear systems Using blockoriented models  Shanshiashvili B., Salukvadze M.  article  Archil Eliashvili Institute of control systems. Georgian Technical University. Proceedings. № 16. Tbilisi, 2012, pp. 3136    ISSN 01350765    English  State Targeted Program 
Parametrıc ıdentıfıcatıon of one class of the lınear nonstatıonary systems  Shanshiashvili B.  article  Archil .Eliashvili Institute of control systems. Georgian Technical University. Procee¬dings. № 16. Tbilisi, 2012, pp. 3742    ISSN 01350765    English  State Targeted Program 
Identification of Nonlinear Continuous Dynamic Systems with Closed Cycle  Salukvadze M., Shanshiashvili B.  article  International Journal of Information Technology & Decision making, vol. 12, no. 2, 2013, pp. 179199  იმპაქტ ფაქტორი  1.94  ISSN (print): 02196220  ISSN (online): 17936845  doi.org/10.1142/S0219622013500089  English  State Targeted Program 
Model validation at identification of one class of nonstationary systems  Shanshiashvili B., Salukvadze M.  article  Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings. № 17, Tbilisi, 2013, pp. 2733    ISSN 01350765    English  State Targeted Program 
Structural identification of nonlinear dynamical systems on the set of continuous blockoriented models  Shanshiashvili B.  article  V.A. Trapeznikov Institute of Control Sciences. Proceedings of the XII AllRussian Conference on Control Problems. (Moscow, Russia, June 16 – 19, 2014). Moscow, 2014, pp. 30183028    ISBN 9785914501515    Russian  State Targeted Program 
Structure Identıfıcatıon and Modellıng of Nonlinear Continuous Dynamıcal Systems  Shanshıashvılı B., Salukvadze M., Gabısonıa V.  article  Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings. № 18. Tbilisi, 2014, pp. 1318    ISSN 01350765    Georgian  State Targeted Program 
Identification of one class of dynamic systems with variable parameters  Shanshiashvili B.  article  Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings. № 18. Tbilisi, 2014, pp. 130135    ISSN 01350765    English  State Targeted Program 
Parameter identification of one class of nonstationary dynamic systems  Shanshiashvili B.  article  V.A. Trapeznikov Institute of Control Sciences, Proceedings of the X International Conference “System Identification and Control Problems” Sicpro ’15 (Moscow, Russia, January 2629, 2015). Moscow, 2015, pp. 887895    ISBN 9785914501621    English  State Targeted Program 
Parameter identification of one class of nonstationary systems  Shanshiashvili B., Salukvadze M.  article  Publ. house: Technical University. Proceedings of the International Scientific Conference  Information and Computer Technologies, Modeling, Control. Tbilisi, 2015, pp. 262267.    ISBN 9789941205750    English  State Targeted Program 
Model validation at identification of linear dynamical systems with variable parameters  Shanshiashvili B., Salukvadze M., Dadiani N., Gabısonıa V.  article  Publ. house "Universali". Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings. № 19. Tbilisi, 2015, pp. 1420    ISSN 01350765    English  State Targeted Program 
Identification of nonlinear dynamic systems with feedback of manufacturing processes  Prangishvili A., Shanshiashvili B., Tsveraidze Z.  article  Preprints, IFAC Conference on Manufacturing Modelling, Management, and Control, MIM '2016 (June 2830, 2016, Troyes, France), 2016, pp. 608613        English  State Targeted Program 
Estimation of system matrix at identification of linear dynamical nonstationary systems  Shanshiashvili B., Salukvadze M., Gabısonıa V.  article  Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings, № 20. Tbilisi, 2016, pp. 918.    ISSN 01350765    English  State Targeted Program 
Identification of nonlinear dynamic systems with feedback of manufacturing processes  Prangishvili A., Shanshiashvili B., Tsveraidze Z.  article  ScienceDirect. IFACPapersOnLine. 8th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2016. Volume 49, Issue 12, 2016, pp. 580585  იმპაქტ ფაქტორი  0.63  ISSN: 24058963  doi.org/10.1016/j.ifacol.2016.07.698  English  State Targeted Program 
Structure identification of continuous nonlinear dynamical systems  Shanshiashvili B., Prangishvili A.  article  Elsevier Science Publishers. Amsterdam, Netherlands. KnowledgeBased and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference, Procedia Computer Science. Volume 112, 2017, pp. 10321043.  იმპაქტ ფაქტორი  1.16  ISSN:18770509 EISSN:18770509  doi.org/10.1016/j.procs.2017.08.097  English  State Targeted Program 
Parameter identification of linear nonstationary dynamical systems  Shanshiashvili B., Salukvadze M.  article  Nova Science Publishers, New York. In series: Computer Science, Technology and Applications. 2017. (Chapter 27), pp. 271286    ISBN: 9781536120752    English  State Targeted Program 
Estimation of Wiener Hammerstein Model Parameters in The Frequency Domain  Shanshıashvılı B., Chelıdze B.  article  Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings, № 21. Tbilisi, 2017, pp. 1621    ISSN 01350765    Georgian  State Targeted Program 
System Matrix Identification at Modelling of Linear Dynamic Systems with Variable Parameters  Prangishvili A., Shanshiashvili B., Tsveraidze Z.  article  Publishing House "Technical University", Transactions Automated Control Systems Dedicated to the 15th Anniversary of the Unesco Chair “Information Society” of GTU. № 2(26). Tbilisi, 2018, pp. 3543    ISSN 15123979 (Print), EISSN 15122174 (Online)    English  State Targeted Program 
Parameter Identification of HammersteinWiener Systems in the Frequency Domain  Shanshıashvılı B., Salukvadze M.  article  Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings, № 22. Tbilisi, 2018, pp. 1419    ISSN 01350765    Georgian  State Targeted Program 
Frequency domain identification of blockoriented nonlinear systems  Shanshiashvili B., Kavlashvili N., Dadiani N., Omiadze K.  article  Publ. house "Matsne Print". Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings, № 23. Tbilisi, 2019, pp. 1523.    ISSN 01350765    English  State Targeted Program 
Structure Identification of ContinuousTime BlockOriented Nonlinear Systems in the Frequency Domain  Shanshiashvili B., Prangishvili A., Tsveraidze Z.  article  ScienceDirect. IFACPapersOnLine, vol. 52, Issue 13, 2019, pp. 463468.  იმპაქტ ფაქტორი  1.18  ISSN 24058963  doi.org/10.1016/j.ifacol.2019.11.103  English  State Targeted Program 
Frequency domain parameter identification of expanded wiener model  Shanshiashvili B., Kavlashvili N., Avazneli B.  article  Publ. house    ISSN 01350765    English  State Targeted Program 
Parameter identification of nonlinear dynamic systems of industrial processes  Shanshiashvili B., Kavlashvili N.  article  Biological and Chemical Research. Science Signpost Publishing Inc. Vol.7, Issue 2, February 2020, pp. 2134.    ISSN 2312008    English  State Targeted Program 
Parameter Identification of BlockOriented Nonlinear Systems in the Frequency Domain  Shanshiashvili B., Rigishvili T.  article  ScienceDirect. IFAC PapersOnLine Volume 53, Issue 2, 2020, pp. 10695–10700  იმპაქტ ფაქტორი  1.13  ISSN 24058963  Doi.org/10.1016/j.ifacol.2020.12.2843  English  State Targeted Program 
System Identification  Shanshiashvili B.  textbook    ISBN 9789941287855    Georgian  State Targeted Program  
Modelling of Industrial Processes Using Wiener Models  Shanshiashvili B., Avazneli B.  article  Transactions Automated Control Systems Dedicated to the 50th Foundation Anniversary of the Chair "Automated Control Systems" of GTU (19712021), № 1(32), Vol. 1.1. Tbilisi, 2021, pp. 8691.    ISSN 15123979 (Print), EISSN 15122174 (Online)    English  State Targeted Program 
Identification of Nonlinear Dynamic Systems Structured by Expanded Wiener Model  Shanshiashvili B., Avazneli B.  article  Springer Link, Advances in Production Management Systems. Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 630). 2021, pp. 546554.  იმპაქტ ფაქტორი  0.665  ISBN 9783030858742    English  State Targeted Program 
Features and models of operation of closedloop nonlinear systems  Shanshiashvili B.  article  Publ. house "Sachino". Archil Eliashvili Institute of control systems of the Georgian Technical University. Proceedings, № 25. Tbilisi. 2021, pp. 915  ISSN 01350765    English  State Targeted Program 
II International Conference “System Identification and Control Problems” Sicpro ’03  Moscow, Russia  2003  2931 იანვარი  V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences  Structure and Parameter Identification of a Certain Class of Nonlinear Systems with Feedback  oral  The problem of structure identification of nonlinear stationary systems on the set of continuoustime blockoriented models is considered. Methods of structure identification in steady state with input periodical influences having Fourier's uniformly and absolutely convergent series, and input random processes with normal distribution are proposed. According to the developed criteria of the model structure identification it is possible to choose certain subsets of the models' set for the presentation of the investigated system's model structure  http://www.sicpro.org/sicpro03/ 
II International Conference “System Identification and Control Problems” Sicpro ’03  Moscow, Russia  2003  2931 იანვარი  V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences  Structure Identification of Nonlinear ContinuousTime Stationary Systems  oral  The problem of structure identification of nonlinear stationary systems on the set of continuoustime blockoriented models is considered. Methods of structure identification in steady state with input periodical influences having Fourier's uniformly and absolutely convergent series, and input random processes with normal distribution are proposed. According to the devoloped criteria of the model structure identification it is possible to choose certain subsets of the models' set for the presentation of the investigated system's model structure.  http://www.sicpro.org/sicpro03/ 
III International Conference “System Identification and Control Problems” Sicpro ’04  Moscow, Russia  2004  2830 იანვარი  V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences  Parameter Identification of a Certain Class of NonStationary Linear Dynamic Systems  oral  The problem of parameter identification of linear dynamic systems with variable parameters is considered. Stated is the problem of parameter identification as, in a certain sense, an inverse problem of Cauchy’s problem for linear ordinary equations. Under some restrictions on the system’s parameters, and input and output variables the existence theorem of such interval, in which a continuous matrix of coefficients is identified, is formulated and proved. The parameter estimation algorithm, and also the question of the model’s confirmation are investigated on the example of the second order system identification.  http://sicpro.org 
International Scientific Conference “Problems of Control and Power Engineering” PCPE – 2004  Tbilisi, Georgia  2004  27 სექტემბერი  1 ოქტომბერი  International Scientific Conference “Problems of Control and Power Engineering” PCPE – 2004  Synthesis of Binary Control Systems of NonStationary Linear Processes in Conditions of Noise  poster  Behavior of binary control systems of linear finitedimensional dynamic processes in conditions of noise is studied. The results obtained make it possible to estimate the effect of limited noise on the dynamics of controlled processes and realize synthesis of binary control systems if there is uncontrollable noise in information on regulated coordinates of the process.  https://gtu.ge/msi/Pages/Conferences_2022.php. 
International Scientific Conference “Problems of Control and Power Engineering” PCPE – 2004  Tbilisi, Georgia  2004  27 სექტემბერი  1 ოქტომბერი  Georgian Academy of Sciences, A. Eliashvili Institute of control systems  Identification of One Class of Nonlinear Systems on The Set of ContinuousTime BlockOriented Models  poster  Problems of structure and parameter identification of nonlinear stationary systems with the system’s input sinusoidal functions, on the set of continuoustime blockoriented models are considered. The criterion defining the model’s structure on the basis of application of a numerical harmonic analysis is worked out. The problem of the parameter identification, which is directly related to the problem of structural identification, is reduced through the numerical harmonic analysis and Fourier approximation to the solution of the algebraic equations systems.  https://gtu.ge/msi/Pages/Conferences_2022.php. 
International Scientific Conference “Problems of Control and Power Engineering” PCPE – 2004  Tbilisi, Georgia  2004  27 სექტემბერი  1 ოქტომბერი  Georgian Academy of Sciences, A. Eliashvili Institute of control systems  Identification of One Class of Nonlinear Dynamical Systems with Positive Feedback  oral  Structure and parameter identification of nonlinear systems with positive feedback on the set of continuoustime blockoriented models with feedback is considered. Methods of structure identification in steady and transient states on the basis of observation of the system's input and output variables with input periodical and sinusoidal influences are proposed. Solution of the parameter identification problem, which can be immediately connected with the structure identification problem, is also carried out in steady and transient conditions by the method of least squares.  https://gtu.ge/msi/Pages/Conferences_2022.php 
V International Conference “System Identification and Control Problems” Sicpro ’06  Moscow, Russia  2006  30 იანვარი  2 თებერვალი  V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences  Structural and Parametric Identification of a Certain Class of Nonlinear Systems in the Frequency Domain  oral  The problems of structural and parametric identification of nonlinear systems on the set of continuous blockoriented models under the system’s input sinusoidal influences is considered. The nonlinear static element being part of the blockoriented models is described by the n  degree polynomial function, and the linear dynamic elements are steady. The model structure definition criterion is developed. For the second order systems the solution of the problem of parametric identification, which is directly connected to the problem of structural identification using the expressions and the experimental data received for the last, is reduced to the solution of the systems of algebraic equations.  http://sicpro.org/sicpro06/index.htm 
VI International Conference “System Identification and Control Problems” Sicpro ’07  Moscow, Russia  2007  29 იანვარი  1 თებერვალი  V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences  Identification of One Class of NonStationary Linear Dynamic Systems  oral  The problem of parameter identification of onedimensional linear dynamic systems with variable parameters is considered. Stated is the problem of parametric identification as, in a certain sense, an inverse problem of Cauchy’s problem for linear ordinary equations. Under some restrictions on the system’s input and output variables the existence theorem of such interval, in which system’s continuous parameters are identified, is formulated and proved. The parameter estimation algorithm, and also the question of the model’s confirmation are investigated on the examples of the second order systems identification as analytically, and also with the help of computer modelling.  http://www.sicpro.org/sicpro07 
International Scientific Conference "Information Technologies in Control". ITC ’07  Tbilisi, Georgia  2007  10 12 ოქტომბერი  Ministry of Education and Science of Georgia. Georgian Technical University  Parametric Identification and Model Validation of NonStationary Linear Multidimensional Systems  oral  The problem of parameter identification of linear dynamic systems with variable parameters is considered. Stated is the problem of parameter identification as, in a certain sense, an inverse problem of Cauchy’s problem for linear ordinary equations. Under some restrictions on the system’s parameters, and input and output variables the existence theorem of such interval, in which a continuous matrix of coefficients is identified, is formulated and proved. The parameter estimation algorithm, and also the question of the model’s confirmation are investigated on the examples of the twodimensional systems identification as analytically, and also with the help of computer modelling.  http://gtu.ge 
International Scientific Conference "Information Technologies in Control". ITC ’07  Tbilisi, Georgia  2007  10 12 ოქტომბერი  Ministry of Education and Science of Georgia. Georgian Technical University  Identification of Nonlinear Systems on the Set of High Order BlockOriented Models  oral  The problems of structural and parametric identification of nonlinear systems on the set of continuous blockoriented models under the system’s input sinusoidal influences is considered. The nonlinear static element being part of the blockoriented models is described by the n  degree polynomial function, and the linear dynamic elements are steady. The model structure definition criterion is developed. The solution of the problem of parametric identification, which is directly connected to the problem of structural identification, the last, is reduced through Fourier approximation to the solution of the systems of algebraic equations.  http://gtu.ge 
The 2nd International Conference on “Control and Optimization with Industrial Applications” COIA2008  Baku, Azerbaijan  2008  24 ივნისი  Azerbaijan National Academy of Sciences  Identification and modeling of nonlinear dynamic systems with closed cycle  oral  Nonlinear dynamical systems with a closed cycle are widely spread in chemical, oil industry, mining and metallurgical industries, in the production of cellulosepaper and cement, in ecology and other areas. Structural and parametrical identification of nonlinear dynamical systems with a closed cycle, with the system’s input determinate functions on the set of continuoustime blockoriented models with feedback is considered. The problem of structural identification in state and transient state is considered. This problem is set issuing from the classical definition by L.Zadeh – the classes of the input signals and of the models are known and design of the model determination criterion from the class is needed. The problem of parametric identification considered issuing from harmonic analysis, Fourier approximation, numerical differentiation, least squares methods.  http://coiaconf.org/en/view/pages/20 
The international scientific conference dedicated to the 80th anniversary of Academician V.A. Melnikov  Moscow, Russia  2009  19  20 თებერვალი  Russian Academy of Sciences  About identification of nonlinear continuous systems  oral  Problems of identification of nonlinear continuous control systems are considered. Methods for the structural and parametric identification of nonlinear systems on a set of continuous blockoriented models, the elements of which are different modifications of the Wiener and Hammerstein models, are presented. Criteria for determining the structure of a model from the set of models have been developed. The problem of parameter estimation is reduced to solving systems of algebraic equations.  http://www.besm6.su/documents/МНК80ВАМ%20Сборник%20докладов.pdf 
Major Ecological Problems of the Moderns and the Caucasus  Tbilisi, Georgia  2010  46 ივლისი  St. Andrew Georgian University  Water pollution estimation in flows by identification of solute oxygen  oral  Content of the solute oxygen in some sections or in a particular place of the flow, shortage of the solute oxygen or its biological demand often characterize water quality in the flows. Concentration of the solute oxygen in water is the general index of the pollution (if it is not a toxic poisoning), but there exists a lot of variables which may directly or indirectly influence it. In the given work adapted algorithm of nonlinear systems’ static model structure and of the parameter identification is used for construction of the linear and nonlinear static models of solute oxygen. The solution about the choice of the ‘’best’’ model structure is made not only on the multiple correlation coefficient and the analysis of regression coefficients by the tcriterion. At the model’s “best” structure the estimation of parameters is done using least squares method.  https://sangu.edu.ge/geo/home 
The Third International Conference “Problems of Cyberernetcs and Informaticcs” PCI’ 2010  Baku, Azerbaijan  2010  68 სექტემბერი  Azerbaijan National Academy of Sciences (Anas)  Identification of nonlinear dynamic systems with positive feedback  oral  In the given work the problems of structural and parametric identification of the nonlinear systems with positive feedback on the set of blockoriented models with the feedback are considered. The problem of structural identification is posed as follows: classes of models and input signals are given; it is required to develop a criterion identifying the model structures from the class of models. The method of parametric identification, which allows to determine two types of parameters  static characteristics in the steady state, and dynamic characteristics in the transitive state on the basis of the least squares method is offered.  https://scholar.google.com/scholar?q=The+Third+International+Conference+%E2%80%9CProblems+of+Cybernetics+and+Informatics%E2%80%9D+PCI%E2%80%99+2010&hl=en&as_sdt=0&as_vis=1&oi=scholart 
The Third International Conference “Problems of Cyberernetcs and Informaticcs” PCI’ 2010  Baku, Azerbaijan  2010  68 სექტემბერი  Azerbaijan National Academy of Sciences  Increase in the speed of automatic optimizers on sliding modes  oral  One of the most essential parameters of any optimal system is the time of finding an extremum, especially if the exact kind of optimized functional and the functions that set constraints, is not known in advance and there is no biunique correspondence between its values and controlled variables. These circumstances have led to the necessity of development new schemes of automatic optimizers. In the work one of them is considered, in which, the value of optimizable variables approaches an extremum with enough high speed without a reverser of effector. Increase in the speed of the automatic optimizer allows reducing the time of search of an extremum.  https://scholar.google.com/scholar?q=The+Third+International+Conference+%E2%80%9CProblems+of+Cybernetics+and+Informatics%E2%80%9D+PCI%E2%80%99+2010&hl=en&as_sdt=0&as_vis=1&oi=scholart 
The fifth International Conference “Parallel Computing and Control problems” PACO’2010  Moscow, Russia  2010  2628 ოქტომბერი  V. A. Trapeznikov Institute of Control Science Russian Academy of Sciences  About the Use of Parallel Computing in Problems of Identification of One Class of Nonlinear Systems  oral  The problems of structural and parametric identification of nonlinear systems on the set of continuous blockoriented models under the system’s input sinusoidal influences are considered. The problem of structural identification is put according to the classical definition of identification of L.Zadeh. The criterion of determination of the model structure is developed. The solution of parametrical identification problem is reduced to the solution of algebraic equations’ systems. Because of an opportunity of use of the same experimental data, it is possible to do parallel computations according to the developed algorithms of structural and parametrical identification that allows reducing duration of model construction process.  https://www.ipu.ru/en/taxonomy/term/18523?page=2 
The International Scientific Conference Devoted to the 80th anniversary of Academician I.V. Prangishvili “Information and computer Technologies, Modelling , Control”  Tbilisi, Georgia  2010  14 ნოემბერი  Georgian Technical University Georgian, Engineering Academy  Identification of one class of the nonlinear openloop systems  oral  The problems of structural and parametric identification of nonlinear systems on the set of continuous blockoriented models, elements of which are: various modifications of Wiener and Hammerstein models, at the system’s input sinusoidal influences are considered. The problem of structural identification is put according to the classical definition of identification of L.Zadeh. On the basis of application of the numerical harmonious analysis the definition criterion of model structure on the set of models is developed. The problem of the parametric identification of the second order nonlinear systems is considered at their representation by the simple and generalized Hammerstein and Wiener models. Estimations of parameters are obtained by the least squares method.  https://opac.sciencelib.ge/cgibin/koha/opacdetail.pl?biblionumber=5970&shelfbrowse_itemnumber=8496 
18th IFAC World Congress  Milan, Italy  2011  28 აგვისტო  2 სექტემბერი  IFAC – the International Federation of Automatic Control  Identification of one class nonlinear Systems with Closed Cycle  oral  Structural and parametric identification of the nonlinear systems with a closed cycle on the set of continuous blockoriented models with feedback is considered. The method of the structural identification in the steady state based on the observation of the system's input and output variables at the input periodic influences is proposed. The solution of the parameter identification problems, which can be immediately connected with the structural identification problem, is carried out in the steady and transient states by the method of least squares. The structural and parametric identification algorithms are investigated by means of both the theoretical analysis and the computer modelling.  https://www.researchgate.net/publication/257407816_18th_IFAC_World_Congress_Milano_Italy_August_28_to_September_2_2011 
IV International Conference “Problems of Cyberernetcs and Informaticcs” PCI’ 2012  Baku, Azerbaijan  2012  1214 სექტემბერი  Azerbaijan National Academy of Sciences (Anas)  Identification and Modeling of the Nonlinear Dynamic Open Loop System  oral  The problems of structural and parametric identification of nonlinear systems on the set of continuous blockoriented models, elements of which are different modification of Hammerstein and Wiener models, at the system’s deterministic input influences are considered. The problem of the structural identification is considered according to the classical definition of identification of Zadeh. The structure definition criterion of the model is developed. Parameters’ estimations are received by the method of the least squares by using Fourier approximation.  https://ieeexplore.ieee.org/xpl/conhome/6477235/proceeding 
IV International Conference “Problems of Cyberernetcs and Informaticcs” PCI’ 2012  Baku, Azerbaijan  2012  1214 სექტემბერი  Azerbaijan National Academy of Sciences (Anas)  Mathematical and Computer Modelling of Adaptive Systems Identification and Control with Power Objects on the Basis of Wienerhammerstein Model  oral  In this article problems of mathematical and computer modeling of adaptive systems identification and control in the class of WienerHammerstein models nonlinear stochastic dynamic power objects are considered. The problem of identification is reduced to minimization of criterion of quality identification on parameters where the optimal twostage recurrent algorithm of identification  on the basis of the average method of the least squares is applied. The model of WienerHammerstein constructed in this way is applied in the closed contour of identification and control.  https://ieeexplore.ieee.org/xpl/conhome/6477235/proceeding 
XII AllRussian Conference on Control Problems  Moscow, Russia  2014  1619 ივნისი  V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences  Structural identification of nonlinear dynamical systems on the set of continuous blockoriented models  oral  The problem of structural identification of nonlinear dynamical systems on a set of continuous blockoriented models with input periodic actions having uniformly and absolutely convergent Fourier series and with input harmonic actions is considered. The problem of structural identification is posed on the basis of the classical definition of Zadeh's identification. Criteria for determining the structure of the model have been developed. Questions of the reliability of the obtained results are investigated.  http://www.mathnet.ru/php/conference.phtml?confid=464&option_lang=eng 
X International Conference “System Identification and Control Problems” Sicpro ’15  Moscow, Russia  2015  2629 იანვარი  V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences  Parameter identification of one class of nonstationary dynamic systems  oral  The problem of parameter identification of linear nonstationary dynamical systems is considered. Stated is the problem of parameter identification as, in a certain sense, an inverse problem of Cauchy’s problem for linear ordinary differential equations with variable coeffi¬cients. Under some restrictions on the system’s parameters, and input and output variables the existence theorem of such interval, in which a continuous matrix of coefficients is identified, is formulated and proved. The parameter estimation algorithm, and also the question of the model validation are investigated on the example of the second order system identification.  http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=34203 
SwedishGeorgian conference in analysis and dynamical systems (1522 july, Tbilisi, Georgia, 2015)  Tbilisi, Georgia  2015  1522 ივლისი  Georgian National Academy, Swedish Mathematical Society, I. Javakhishvili Tbilisi State of Sciences University, A. Razmadze Mathematical Institute  Identification and modeling of one class of dynamic systems  oral  Structural and parametric identification of the nonlinear continuous dynamic systems with a closed cycle on the set of continuous blockoriented models with feedback is considered. Models of systems with closed cycle, taking into account the peculiarities of their operation, are described by the ordinary nonlinear differential equations – Riccati and Duffing equations. Input signals are periodic functions, having absolutely and uniformly convergence trigonometrical series. The method of the structural identification in the steady state based on the observation of the system's input and output variables at the input periodic influences is proposed. According to the system stability conditions and Diulak criterion, for the solution of Riccati and Duffig equations, corresponding to the models, it is possible to use the method of a small parameter. On the basis of application of the numerical harmonious analysis the definition criterion of model structure on the set of models is developed. The solution of the parameter identification problems, which can be immediately connected with the structural identification problem, is carried out in the steady and transient states by the method of least squares.  http://rmi.ge/sgcads2015/ 
The International Scientific Conference Dedicated to Academician I.V. Prangishvili’s 85th Anniversary “Information and Computer Technologies, Modeling, Control”  Tbilisi, Georgia  2015  35 ნოემბერი  Georgian Technical University, Georgian Engireening Academy  Parameter identification of one class of nonstationary systems  oral  The problem of parameter identification of linear nonstationary dynamical systems is considered. It is supposed that direct observation of the state vector of system is not possible and elements of the output matrix are variables. Stated is the problem of parameter identification as, in a certain sense, an inverse problem of Cauchy’s problem for linear ordinary differential equations. Under some restrictions on the system’s parameters, and input and output variables the existence theorem of such interval, in which a continuous matrix of coefficients is identified, is formulated and proved. The parameter estimation algorithm, and also the question of the model validation are investigated on the example of the second order system identification.  htpp://gtu.ge 
IFAC Conference on Manufacturing Modelling, Management, and Control, MIM '2016  Troyes, France  2016  2830 ივნისი  IFAC – the International Federation of Automatic Control, University of Technology of Troyes  Identification of nonlinear dynamic systems with feedback of manufacturing processes  oral  Structure and parameter identification of the nonlinear systems with positive feedback on the set of continuous blockoriented models with feedback is considered. The method of the structure identification in the steady state based on the observation of the system's input and output variables at the input periodic influences is proposed. The solution of the parameter identification problems is carried out in the steady and transient states by the least squares method. The structure and parameter identification algorithms are investigated by means of both the theoretical analysis and the computer modeling. According to the proposed identification method the model of the balltube mill of the concentrating factory, working in a closed cycle with the classifier, has been determined.  https://www.ifaccontrol.org/conferences/manufacturingmodellingmanagementandcontrol8thmim2016 
KnowledgeBased and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference, KES2017  Marseille, France  2017  68 სექტემბერი  KES International and the Laboratoire des Sciences de l'Information et des Systemes, AixMarseille University  Structure identification of continuous nonlinear dynamical systems  oral  A problem of structure identification of continuous nonlinear dynamical systems on the set of continuous blockoriented models is considered. Methods of structure identification in steady state based on the observation of the system's input and output variables at the input sinusoidal influences, at the input periodical influences, having Fourier's uniformly and absolutely convergent series, and at the input random processes with normal distribution are proposed. The criteria determining the model structure are developed. The structure identification methods are investigated by means of both the theoretical analysis and the computer modelling.  https://doi.org/10.1016/j.procs.2017.08.097 
International Scientific  Technical Conference: „information Society and Technologies for Intensification of Education"  Tbilisi, Georgia  2018  2729 სექტემბერი  Georgian Technical University, UNESCO Chair „Information Society"  System Matrix Identification at Modelling of Linear Dynamic Systems with Variable Parameters  oral  The problem of parameter identification of linear dynamic systems with variable parameters is considered. Stated is the problem of parameter identification as, in a certain sense, an inverse problem of Cauchy’s problem for ordinary differential equations with variable coefficients. Under some restrictions on the system’s parameters, and input and output variables the existence theorem of such interval, in which a continuous matrix of coefficients is identified, is formulated and proved. The parameter estimation algorithm, and also the question of the model validation are investigated on the example of the second order system identification.  www.gtu.ge/infsoc 
11th JapaneseMediterranean Workshop Applied Electromagnetic Engineering for Magnetic, Superconducting, Multifunctional and Nanomaterials  Batumi, Georgia  2019  1619 ივლისი  Batumi Shota Rustaveli State University  Parameter identification of nonlinear dynamic systems of industrial processes  oral  The problem of parameter identification of nonlinear dynamic systems of industrial processes on the set of continuous blockoriented models, the elements of which are different modifications of the Hammerstein and Wiener models, is considered. Method of parameter identification in steady state based on the observation of the system's input and output variables at the input sinusoidal influences is proposed. The solution of the problem of parameter identification is reduced to the solution of the systems of algebraic equations by using the Fourier approximation. The parameters’ estimations are received by the least squares method. Reliability of the received results, at the parameter identification of the nonlinear system in industrial conditions at the presence of noise depends on the accuracy of the measurement of system output signals and mathematical processing of the experimental data at the approximation.  http://www.japmed11.bsu.edu.ge/ 
21st IFAC World Congress (Virtual)  Berlin, Germany  2020  1217 ივლისი  IFAC – the International Federation of Automatic Control  Parameter Identification of BlockOriented Nonlinear Systems in the Frequency Domain  oral  A problem of parameter identification of nonlinear dynamic systems of manufacturing processes on the set of blockoriented models in the frequency domain is considered. Method of parameter identification in steady state at the input sinusoidal influences is proposed. The solution of the problem of parameter identification is reduced to the solution of the systems of algebraic equations by using the Fourier approximation. The parameters estimations are received by the least squares method. The identification method is investigated by theoretical analysis and computer modelling.  https://www.ifac2020.org/organization/ 
The international scientifictechnical conference „information society and technologies for intensification of education  Tbilisi, Georgia  2021  20  22 მაისი  Georgian Technical University (Tbilisi), UNESCO Chair „Information Society  Modelling of industrial processes using wiener models  oral  Structure and parameter identification of nonlinear dynamic systems in the frequency domain on the subset of continuous blockoriented models, elements of which are simple, generalized and expanded Wiener models is considered. Method of structure identification in steady state based on the observation of the system's input and output variables is proposed. The solution of the problem of parameter identification is reduced to the solution of the systems of algebraic equations by using the Fourier approximation. The parameters estimations are received by the least squares method. The identification methods are investigated on accuracy.  http://confunesco.gtu.ge/eng.php 
Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems. IFIP WG 5.7 International Conference, APMS 2021  Nantes, France  2021  5 9 სექტემბერი  International Federation for Information Processing (IFIP). IMT Atlantique, a French engineering school (Grande Ecole, a sort of Ivy League School)  Identification of Nonlinear Dynamic Systems Structured by Expanded Wiener Model  oral  A problem of parameter identification of nonlinear manufacturing systems represented by expanded Wiener model, linear elements of which are described by the ordinary differential equation, in the frequency domain is considered. Method of parameter identification in steady state based on the observation of the system's input and output variables at the input harmonic influences is proposed. The solution of the problem of parameter identification is reduced to the solution of the systems of algebraic equations by using the Fourier approximation. The parameters estimations are received by the least squares method. Reliability of the received results, at the identification of the nonlinear systems in industrial conditions at the presence of noise, depends on the accuracy of the measurement of system input and output signals and mathematical processing of the experimental data at the approximation. The parameter identification method is investigated by means of both the theoretical analysis and the computer modelling.  https://doi.org/10.1007/9783030858742_58 
Web of Science: ციტირების რაოდენობა  26, h ინდექსი  3 Scopus: ციტირების რაოდენობა  16, h ინდექსი  3 Google Scholar: ციტირების რაოდენობა  39, h ინდექსი  4 
Doctoral Thesis Referee

Master Theses Supervisor

Doctoral Thesis Supervisor/Cosupervisor

Scientific editor of monographs in foreign languages 
Scientific editor of a monograph in Georgian 
EditorinChief of a peerreviewed or professional journal / proceedings 
Review of a scientific professional journal / proceedings 
Member of the editorial board of a peerreviewed scientific or professional journal / proceedings

Participation in a project / grant funded by an international organization 
Participation in a project / grant funded from the state budget

Patent authorship 
Membership of the Georgian National Academy of Science or Georgian Academy of Agricultural Sciences 
Membership of an international professional organization 
Membership of the Conference Organizing / Program Committee

National Award / Sectoral Award, Order, Medal, etc.

Honorary title 
Monograph 
Handbook 
Research articles in high impact factor and local Scientific Journals

Publication in Scientific Conference Proceedings Indexed in Web of Science and Scopus
