A flexible MATLAB tool for optimal fractional-order PID controller design subject to specicationsTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriProceedings of the 31st Chinese Control Conference : July, 2012, Hefei, China2012 / p. 4698-4703 : ill https://www.researchgate.net/publication/259741861_A_Flexible_MATLAB_Tool_for_Optimal_Fractional-order_PID_Controller_Design_Subject_to_Specifications

A novel artificial neural networks based automatic adaptive fault detection technique for analog circuitsPetlenkov, Eduard; Jutman, Artur; Nõmm, Sven; Ubar, Raimund-JohannesBEC 2008 : 2008 International Biennial Baltic Electronics Conference : proceedings of the 11th Biennial Baltic Electronics Conference : Tallinn University of Technology : October 6-8, 2008, Tallinn, Estonia2008 / p. 167-170 : ill

A novel Taylor series based approach for control computation in NN-ANARX structure based control of nonlinear systemsBelikov, Juri; Vassiljeva, Kristina; Petlenkov, Eduard; Nõmm, SvenProceedings of the 27th Chinese Control Conference : July 16-18, 2008, Kunming, Yunnan, China. 22008 / p. 474-478 https://ieeexplore.ieee.org/document/4605837

A theoretical investigation on consideration of initial conditions in fractional-order transfer function modelingAlagoz, Baris Baykant; Tepljakov, Aleksei; Petlenkov, Eduard; Yeroglu, Celaleddin2017 40th International Conference on Telecommunications and Signal Processing TSP : July 5-7, 2017, Barcelona, Spain2017 / p. 710-713 : ill https://doi.org/10.1109/TSP.2017.8076080

Active blended learning engineering students : a case studyVodovozov, Valery; Raud, Zoja; Petlenkov, EduardEducation Sciences2022 / art. 344 https://doi.org/10.3390/educsci12050344 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Active learning of students with diverse goals and backgrounds in the light of Industry 4.0 requirementsVodovozov, Valery; Raud, Zoja; Petlenkov, EduardProceedings of the 2022 IEEE Global Engineering Education Conference (EDUCON)2022 / p. 351-355 https://doi.org/10.1109/EDUCON52537.2022.9766564

Adaptive output feedback linearization for a class of NN-based ANARX modelsPetlenkov, Eduard; Nõmm, Sven; Kotta, Ülle5th Junior European Meeting on Control & Information Technology : September 20-22, 2006, Tallinn, Estonia : book of abstracts2006 / p. 10

Adaptive output feedback linearization for a class of NN-based ANARX modelsPetlenkov, Eduard; Nõmm, Sven; Kotta, ÜlleProceedings of the 6th IEEE International Conference on Control and Automation : Guangzhou, China, May 30 - June 1, 20072007 / p. 3173-3178 https://ieeexplore.ieee.org/document/4376947

Advanced control of district heating processes in Estonia = Keskkütte soojuse tootmisprotsesside juhtimineVansovitš, Vitali2018 https://digi.lib.ttu.ee/i/?10628

Ajud ees, töökohad järel : Eestil on šanss valida talendisõjas võitjate poolPetlenkov, EduardPostimees2014 / lk. 13

An enhancement of the driver distraction detection and evaluation method based on computational intelligence algorithmsAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard2018 IEEE 16th International Conference on Industrial Informatics (INDIN 2018) : Porto, Portugal, 18-20 July 20182018 / p. 201-206 : ill https://doi.org/10.1109/INDIN.2018.8472045

Application of genetic algorithms to neural networks based control of a liquid level tank systemVassiljeva, Kristina; Belikov, Juri; Petlenkov, Eduard2014 International Joint Conference on Neural Networks (IJCNN) : July 6-11, 2014, Beijing, China2014 / p. 2525-2530 : ill

Application of MPC to industrial water boiler control system in district heat plantVansovitš, Vitali; Petlenkov, Eduard; Vassiljeva, Kristina; Tepljakov, Aleksei; Belikov, Juri2014 13th International Conference on Control, Automation, Robotics & Vision (ICARCV 2014) : Marina Bay Sands, Singapore, 10-12th December 20142014 / p. 1609-1614 : ill

Application of neural networks based ANARX structure to backing up control of a truck-trailer [Electronic resource]Belikov, Juri; Petlenkov, Eduard; Nõmm, Sven6th IFAC Symposium on Intelligent Autonomous Vehicles : IFAC \IAV 2007 : September 3-5, 2007, Touluse, France : symposium proceedings CD ROM2007 / [5] p. [CD-ROM] https://www.sciencedirect.com/science/article/pii/S147466701634647X

Application of neural networks based SANARX model for identification and control liquid level tank systemBelikov, Juri; Nõmm, Sven; Petlenkov, Eduard; Vassiljeva, Kristina2013 12th International Conference on Machine Learning and Applications : ICMLA 2013 : 4-7 December 2013, Miami, Florida, USA : proceedings. Vol. 12013 / p. 246-251 : ill

Application of neural-network based variable fractional order PID controllers for load frequency control in isolated microgridsBelikov, Juri; Nosrati, Komeil; Škiparev, Vjatšeslav; Tepljakov, Aleksei; Petlenkov, Eduard; Levron, YoashPower system frequency control : modeling and advances. 1st Ed2023 / p. 203–216 : ill https://www.elsevier.com/books/power-system-frequency-control/mishra/978-0-443-18426-0

Application of Newton’s method to analog and digital realization of fractional-order controllersTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriInternational journal of microelectronics and computer science2012 / p. 45-52 : ill https://www.researchgate.net/publication/259741864_Application_of_Newton%27s_Method_to_Analog_and_Digital_Realization_of_Fractional-order_Controllers

Application of self organizing Kohonen Map to detection of surgeon motions during endoscopic surgeryPetlenkov, Eduard; Nõmm, Sven; Vain, Jüri; Miyawaki, Fujio2008 International Joint Conference on Neural Networks (IJCNN2008), 2008 IEEE World Congress on Computational Intelligence (WCCI2008) : June 1-6, 2008, Hong Kong2008 / p. 2807-2812

Applications of digital twins for demand side recommendation scheme with consumer comfort constraintsOnile, Abiodun Emmanuel; Belikov, Juri; Petlenkov, Eduard; Levron, YoashIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2023) : proceedings2023 / 5 p https://doi.org/10.1109/ISGTEUROPE56780.2023.10407399

Artificial intelligence methods for data based modeling and analysis of complex processes : real life examples [Online resource]Vassiljeva, Kristina; Petlenkov, Eduard; Vansovitš, Vitali; Tepljakov, AlekseiProceedings of the 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) : Lviv, Ukraine, August 23-27, 20162016 / p. 363-368 : ill https://doi.org/10.1109/DSMP.2016.7583579

Automated neural network model selection algorithm for feedback linearization based controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriBEC 2010 : 2010 12th Biennial Baltic Electronics Conference : proceedings of the 12th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 4-6, 2010, Tallinn, Estonia2010 / p. 235-238 : ill

Automatic generation control of a future multisource power system considering high renewables penetration and electric vehicles: Egyptian Power System in 2035Nour, Morsy; Magdy, Gaber; Chaves-Avila, Jose Pablo; Sanchez-Miralles, Alvaro; Petlenkov, EduardIEEE Access2022 / p. 51662-51681 : ill https://doi.org/10.1109/ACCESS.2022.3174080 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Baltic DB&IS 2020 Conference Forum and Doctoral Consortium co-located with the 14th International Baltic Conference on Databases and Information Systems (BalticDB&IS 2020) Tallinn, Estonia, June 16-19, 2020 : proceedings2020 http://ceur-ws.org/Vol-2620/xpreface.pdf http://ceur-ws.org/Vol-2620/

Bilateral output feedback control of fractional PDEs with space-dependent coefficientsChen, Juan; Tepljakov, Aleksei; Petlenkov, Eduard; Zhuang, BoIFAC-PapersOnLine2020 / p. 3743 - 3748 https://doi.org/10.1016/j.ifacol.2020.12.2555 Conference Proceedings at Scopus Article at Scopus Article at WOS

Blended antilock braking system control method for all-wheel drive electric sport utility vehicleAksjonov, Andrei; Vodovozov, Valery; Augsburg, Klaus; Petlenkov, EduardElectrimacs 2019 : Selected Papers, Vol. 12020 / p. 229-241 https://doi.org/10.1007/978-3-030-37161-6_17 Conference proceeding at Scopus Article at Scopus

Boundary Mittag-Leffler stabilization of coupled time fractional order reaction–advection–diffusion systems with non-constant coefficientsChen, Juan; Tepljakov, Aleksei; Petlenkov, Eduard; Chen, YangQuan; Zhuang, BoSystems & control letters2021 / art. 104875 https://doi.org/10.1016/j.sysconle.2021.104875 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Boundary state and output feedbacks for underactuated systems of coupled time-fractional PDEs with different space-dependent diffusivityChen, Juan; Tepljakov, Aleksei; Petlenkov, Eduard; Zhuang, BoInternational journal of systems science2020 / p. 2922-2942 https://doi.org/10.1080/00207721.2020.1803442 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Bridging the gap in technology transfer for advanced process control with industrial applicationsVansovitš, Vitali; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, Kristina; Belikov, JuriSensors2022 / art. 4149 https://doi.org/10.3390/s22114149 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Challenges of active learning in a view of integrated engineering educationVodovozov, Valery; Raud, Zoja; Petlenkov, EduardEducation Sciences2021 / art. 43 https://doi.org/10.3390/educsci11020043 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Closed-loop identification of fractional-order models using FOMCON toolbox for MATLABTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriBEC 2014 : 2014 14th Biennial Baltic Electronics Conference : proceedings of the 14th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 6-8, 2014, Tallinn, Estonia2014 / p. 213-216 : ill

Comparative analysis of intelligent braking controllers for electric vehiclesVodovozov, Valery; Raud, Zoja; Petlenkov, EduardRenewable energy and power quality journal2022 / p. 55-60 https://doi.org/10.24084/repqj20.217 Journal metrics at Scopus Article at Scopus

Comparative analysis of machine learning techniques for non-intrusive load monitoringShabbir, Noman; Vassiljeva, Kristina; Hokmabad, Hossein Nourollahi; Husev, Oleksandr; Petlenkov, Eduard; Belikov, JuriElectronics2024 / art. 1420 https://doi.org/10.3390/electronics13081420

A comparative study on graph-based ranking algorithms for consumer-oriented demand side managementOnile, Abiodun Emmanuel; Belikov, Juri; Petlenkov, Eduard; Levron, Yoash2021 IEEE Madrid PowerTech2021 / 6 l https://doi.org/10.1109/PowerTech46648.2021.9494752

Computation of open-loop frequency-domain characteristics of fractional FORDT plants with FOPID controllersTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriDoctoral School in Information and Communication Technology : proceedings of doctoral session of BEC 2014 : October 6-8 2014, Laulasmaa2014 / p. 23-26

Computational intelligence approach for estimation of vehicle insurancere risk levelVassiljeva, Kristina; Tepljakov, Aleksei; Petlenkov, Eduard; Netšajev, Eduard2017 International Joint Conference on Neural Networks (IJCNN 2017) : Anchorage, Alaska, USA, 14-19 May 20172017 / p. 4073-4078 : ill https://doi.org/10.1109/IJCNN.2017.7966370

Computational intelligence methods based design of closed-loop systemBelikov, Juri; Petlenkov, Eduard; Vassiljeva, Kristina; Nõmm, SvenNeural information processing : 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013 : proceedings. Part I2013 / p. 215-224 : ill

Constrained intelligent frequency control in an AC Microgrid : an Online reinforcement learning based PID tuning approachNosrati, Komeil; Tepljakov, Aleksei; Petlenkov, Eduard; Škiparev, Vjatšeslav; Belikov, Juri; Levron, Yoash2023 IEEE Power & Energy Society General Meeting (PESGM)2023 / 5 p. : ill https://doi.org/10.1109/PESGM52003.2023.10252482

Continuous automated ventilation heat recovery efficiency performance assessment using building monitoring systemKull, Tuule Mall; Mikola, Alo; Tukia, Andres; Köse, Ahmet; Petlenkov, Eduard; Thalfeldt, MartinE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 10006, 10 p. : ill https://doi.org/10.1051/e3sconf/202124610006 Conference Proceedings at Scopus Article at Scopus Article at WOS

Control of pick-and-place robots with reduced power consumptionVodovozov, Valery; Raud, Zoja; Petlenkov, Eduard2023 IEEE 64th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), Riga, Latvia, October 9-10, 2023 : conference proceedings2023 / 4 p https://doi.org/10.1109/RTUCON60080.2023.10413180

Coordinated PI-based frequency deviation control of isolated hybrid microgrid : an online multi-agent tuning approach via reinforcement learningNosrati, Komeil; Tepljakov, Aleksei; Petlenkov, Eduard; Levron, Yoash; Škiparev, Vjatšeslav; Belikov, Juri2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) : proceedings2022 / p. 1-5 : ill https://doi.org/10.1109/ISGT-Europe54678.2022.9960311

Day-ahead PV output power forecasting utilizing boosting recursive lightGBM-LSTM frameworkHokmabad, Hossein Nourollahi; Husev, Oleksandr; Vinnikov, Dmitri; Belikov, Juri; Petlenkov, EduardIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2023) : proceedings2023 / 5 p https://doi.org/10.1109/ISGTEUROPE56780.2023.10408090

Deep learning for detection of pavement distress using nonideal photographic imagesTepljakov, Aleksei; Riid, Andri; Pihlak, Rene; Vassiljeva, Kristina; Petlenkov, Eduard2019 42nd International Conference on Telecommunications and Signal Processing (TSP)2019 / p. 195-200 : ill http://doi.org/10.1109/TSP.2019.8769086

Design and experimentation of fuzzy logic control for an anti-lock braking systemAksjonov, Andrei; Vodovozov, Valery; Petlenkov, EduardBEC 2016 : 2016 15th Biennial Baltic Electronics Conference : proceedings of the 15th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 3-5, 2016, Tallinn, Estonia2016 / p. 207-210 : ill http://www.ester.ee/record=b2150914*est

Design and implementation of fractional-order PID controllers for a fluid tank systemTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri; Halas, Miroslav2013 American Control Conference (ACC) : Washington, DC, USA, June 17-19, 20132013 / p. 1777-1782 : ill

Design of a MATLAB-based teaching tool in introductory fractional-order systems and controls  [Electronic resource]Tepljakov, Aleksei; Petlenkov, Eduard; Gonzalez, Emmanuel A.; Petraš, Ivo2017 IEEE Frontiers in Education Conference (FIE) : proceedings2017 / 4 p. : ill [USB] https://doi.org/10.1109/FIE.2017.8190681

Design of regenerative anti-lock braking system controller for 4 in-wheel-motor drive electric vehicle with road surface estimationAksjonov, Andrei; Vodovozov, Valery; Augsburg, Klaus; Petlenkov, EduardInternational journal of automotive technology2018 / p. 727-742 : ill https://doi.org/10.1007/s12239-018-0070-8 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Design of retuning fractional PID controllers for a closed-loop magnetic levitation control systemTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri; Gonzalez, Emmanuel A.2014 13th International Conference on Control, Automation, Robotics & Vision (ICARCV 2014) : Marina Bay Sands, Singapore, 10-12th December 20142014 / p. 1345-1350 : ill

Detection and evaluation of driver distraction using machine learning and fuzzy logicAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard; Herrmann, MartinIEEE Transactions on Intelligent Transportation Systems2019 / p. 2048 - 2059 https://doi.org/10.1109/TITS.2018.2857222 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Development of analytical tuning methods for fractional-order controllersTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK kuuenda aastakonverentsi artiklite kogumik : 3.-5. oktoobril 2012, Laulasmaa2012 / p. 93-96 : ill

Digitaalsed kaksikud teevad säästlikust energiatarbimisest võistluse [Võrguväljaanne]Harrik, Airikanovaator.err.ee2021 / fot Digitaalsed kaksikud teevad säästlikust energiatarbimisest võistluse

Digital fractional-order control of a position servoTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri; Astapov, SergeiProceedings of the 20th International Conference Mixed Design of Integrated Circuits and Systems : MIXDES 2013, Gdynia, Poland, June 20-22, 20132013 / p. 462-467 : ill

Digital implementation of retuning fractional controllers for an existing closed-loop magnetic levitation control systemTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri2016 39th International Conference on Telecommunications and Signal Processing : TSP : June 27-29, 2016, Vienna, Austria2016 / p. 630-633 : ill https://doi.org/10.1109/TSP.2016.7760958

Digital realization of retuning fractional-order controllers for an existing closed-loop control systemTepljakov, Aleksei; Petlenkov, Eduard; Gonzalez, Emmanuel A.; Belikov, JuriJournal of circuits, systems, and computers2017 / art. 1750165, p. 1-26 https://doi.org/10.1142/S0218126617501651

Digital twin based learning from demonstration system for industrial robotsBondarenko, Yevhen; Pizzagalli, Simone Luca; Kuts, Vladimir; Petlenkov, Eduard; Otto, TaunoProceedings of the ASME 2023 International Mechanical Engineering Congress and Exposition2023

Digital twin simulations based reinforcement learning for navigation and control of a wheel-on-leg mobile robotAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Tamre, Mart; Kuts, Vladimir; Petlenkov, EduardProceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022), 2B: Columbus, Ohio, USA, October 30 - November 3, 20222022 / art. IMECE2022-95411, V02BT02A025, 8 p https://doi.org/10.1115/IMECE2022-95411

Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's secondary activity: case studyAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard15th International Workshop on Advanced Motion Control : (AMC 2018), Tokyo, Japan2018 / p. 523–528 : ill https://www.researchgate.net/publication/323747995_Driver_Distraction_Detection_and_Evaluation_with_Artificial_Neural_Network_and_Fuzzy_Logic_In-vehicle_information_system_as_a_driver%27s_secondary_activity_Case_study

Driver distraction while performing a secondary task evaluation approach based on fuzzy expert systemAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard; Herrmann, Martin2017 / p. 1-27 : ill https://www.etis.ee/File/DownloadPublic/9fe35346-efcf-4429-af04-ba8325dc1480?name=GSVF2017-Aksjonov.pdf&type=application%2Fpdf https://www.gsvf.at/index.php/en/program-2017

Dynamic output feedback linearization based adaptive control of nonlinear MIMO systemsPetlenkov, Eduard; Belikov, Juri; Nõmm, Sven; Wyrwas, MałgorzataThe American Control Conference (ACC2008) : Seattle, Washington, USA, June 11-13, 20082008 / p. 3446-3451

Dynamic pole placement based control of nonlinear discrete time systems with input delayBelikov, Juri; Petlenkov, EduardControl Applications (CCA) & Intelligent Control (ISIC) : 2009 IEEE : 8-10 July 2009, St.Petersburg2009 / p. 394-399

Dynamic predictive modeling approach of user behavior in virtual reality based applicationKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard2019 27th Mediterranean Conference on Control and Automation (MED)2019 / p. 57-62 : ill https://doi.org/10.1109/MED.2019.8798521

Efficient analog implementations of fractional-order controllersTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriProceedings of the 2013 14th International Carpathian Control Conference (ICCC) : Rytro, Hotel Perła Południa, Poland, May 26-29, 20132013 / p. 377-382 : ill

Embedded system implementation of digital fractional filter approximations for control applicationsTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriProceedings of the 21st International Conference Mixed Design of Integrated Circuits and Systems : MIXDES 2014 : Lublin, Poland, June 19-21, 20142014 / p. 441-445 : ill

Emerging role of industry 5.0 digital twins in demand response electricity market and applicationsOnile, Abiodun Emmanuel; Belikov, Juri; Petlenkov, Eduard; Levron, YoashIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2023) : proceedings2023 / 6 p https://doi.org/10.1109/ISGTEUROPE56780.2023.10407322

Energiainformaatika: energia ja infotehnoloogia ühineminePetlenkov, Eduard; Belikov, JuriElektriala2023 / lk. 12-13 : ill., portr https://www.ester.ee/record=b1240496*est

Energy consumption characteristics based on monitored data : a school case studyVassiljeva, Kristina; Matson, Margarita; Petlenkov, Eduard; Belikov, Juri; Thalfeldt, Martin; Kurnitski, JarekCLIMA 2022 : REHVA 14th HVAC World Congress 22nd-25th May in Rotterdam, The Netherlands2022 / 5 p. : ill https://doi.org/10.34641/clima.2022.274

Energy efficient behavior modeling for demand side recommender system in solar microgrid applications using multi-agent reinforcement learning modelOnile, Abiodun Emmanuel; Belikov, Juri; Levron, Yoash; Petlenkov, EduardSustainable cities and society2023 / art. 104392, 20 p. : ill https://doi.org/10.1016/j.scs.2023.104392

Energy saving in centrifugal pumps using mutual pressure and flowrate controlSerbin, Aleksandr; Petlenkov, Eduard; Vodovozov, Valery2017 IEEE 58th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON) : proceedings : Latvia, Riga, 12-13 October, 20172017 / [5] p. : ill http://dx.doi.org/10.1109/RTUCON.2017.8124805

An enhanced NN-based load frequency control design of MGs : a fractional order modeling methodŠkiparev, Vjatšeslav; Nosrati, Komeil; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 6 p https://doi.org/10.1109/CPE-POWERENG58103.2023.10227392

Ensemble of Tensor Train Decomposition and Quantization Methods for Deep Learning Model CompressionAdemola, Olutosin Ajibola; Petlenkov, Eduard; Leier, Mairo2022 International Joint Conference on Neural Networks (IJCNN)2022 https://doi.org/10.1109/IJCNN55064.2022.9892626 Conference proceedings at Scopus Article at Scopus Article at WOS

Evaluating the energy readiness of national building stocks through benchmarkingFerrantelli, Andrea; Belikov, Juri; Petlenkov, Eduard; Thalfeldt, Martin; Kurnitski, JarekIEEE Access2022 / p. 45430-45443 : ill https://doi.org/10.1109/ACCESS.2022.3170716 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structureNõmm, Sven; Vassiljeva, Kristina; Petlenkov, EduardWCCI 2012 : IEEE World Congress on Computational Intelligence : June, 10-15, 2012, Brisbane, Australia2012 / p. 1682-1688 : ill

Evaluation of deep neural network compression methods for edge devices using weighted score-based ranking schemeAdemola, Olutosin Ajibola; Leier, Mairo; Petlenkov, EduardSensors2021 / art. 7529 https://doi.org/10.3390/s21227529 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Evolutionary design of the closed loop control on the basis of NN-ANARX model using genetic algorithmVassiljeva, Kristina; Petlenkov, Eduard; Nõmm, SvenNeural information processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012 : proceedings. Part I2012 / p. 592-599 : ill

An evolutionary field theorem : evolutionary field optimization in training of power-weighted multiplicative neurons for nitrogen oxides-sensitive electronic nose applicationsAlagoz, Baris Baykant; Simsek, Ozlem Imik; Ari, Davut; Tepljakov, Aleksei; Petlenkov, Eduard; Alimohammadi, HosseinSensors2022 / art. 3836 https://doi.org/10.3390/s22103836 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Experiments in neural network inverse modelling based control for a class of nonlinear systemsPetlenkov, Eduard; Rüstern, EnnuBEC 2004 : proceedings of the 9th Biennial Baltic Electronics Conference : October 3-6, 2004, Tallinn, Estonia2004 / p. 145-148 : ill

Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Levron, Yoash; Petlenkov, Eduard; Belikov, JuriSensors2022 / art. 6338 : ill https://doi.org/10.3390/s22176338 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Explainable AI based fault detection and diagnosis system for air handling unitsBelikov, Juri; Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Petlenkov, Eduard; Levron, YoashProceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal2022 / p. 271-279 https://doi.org/10.5220/0011350000003271

Extended fractional singular Kalman filterNosrati, Komeil; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, EduardApplied mathematics and computation2023 / art. 127950, 15 p. : ill https://doi.org/10.1016/j.amc.2023.127950

Feature engineering for short-term forecast of energy consumptionSpitšakova, Margarita; Belikov, Juri; Nõu, Kalvi; Petlenkov, EduardProceedings of 2019 IEEE PES : Innovative Smart Grid Technologies Europe : (ISGT-Europe), Bucharest Romania, 29 September - 2 October, 20192019 / 5 p. : ill https://doi.org/10.1109/ISGTEurope.2019.8905698

Feature engineering of Weather Data for Short-Term Energy Consumption ForecastSinimaa, Maria; Spitšakova, Margarita; Belikov, Juri; Petlenkov, Eduard2021 IEEE Madrid PowerTech2021 / 6 p. https://doi.org/10.1109/PowerTech46648.2021.9494920

FOMCON : a MATLAB toolbox for fractional-order system identification and controlTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriInternational journal of microelectronics and computer science2011 / p. 51-62

FOMCON : fractional-order modeling and control toolbox for MATLABTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriProceedings of the 18th International Conference Mixed Design of Integrated Circuits and Systems : MIXDES 2011 : Gliwice, Poland 16 - 18 June, 20112011 / p. 684-689

FOMCON toolbox for modeling, design and implementation of fractional-order control systemsTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriHandbook of fractional calculus with applications2019 / p. 211–236 https://doi.org/10.1515/9783110571745

FOMCONpy: Fractional-order modelling and control library for pythonOnyedi, Tobechukwu; Tepljakov, Aleksei; Petlenkov, Eduard2020 43rd International Conference on Telecommunications and Signal Processing : TSP 2020, Milan, Italy, July 7-9, 20202020 / p. 239-245 http://doi.org/10.1109/TSP49548.2020.9163581

FOPID controller tuning for fractional FOPDT plants subject to design specifications in the frequency domainTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri2015 European Control Conference (ECC) : July 15-17, 2015, Linz, Austria2015 / p. 3502-3507 : ill http://dx.doi.org/10.1109/ECC.2015.7331076

FOPID controllers and their industrial applications: a survey of recent resultsTepljakov, Aleksei; Alagoz, Baris Baykant; Petlenkov, EduardIFAC-PapersOnLine2018 / p. 25-30 https://doi.org/10.1016/j.ifacol.2018.06.014 Conference proceedings at Scopus Article at Scopus Article at WOS

Fractional order model identification of receptor-ligand complexes formation by equivalent electrical circuit modelingAtes, Abdullah; Alagoz, Baris Baykant; Tepljakov, Aleksei; Petlenkov, Eduard2019 International Artificial Intelligence and Data Processing Symposium (IDAP)2019 / 5 p. : ill https://doi.org/10.1109/IDAP.2019.8875913

Fractional-order calculus application to industrial control problemsTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK viienda aastakonverentsi artiklite kogumik : 25.-26. novembril 2011, Nelijärve2011 / p. 47-50 : ill

Fractional-order controller design and digital implementation using FOMCON toolbox for MATLABTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri; Finajev, Jevgeni2013 IEEE Conference on Computer Aided Control System Design (CACSD) : Part of 2013 IEEE Multi-Conference on Systems and Control : Hyderabad, India, August 28-30, 20132013 / p. 340-345 : ill

Fractional-order controller design for a magnetic levitation systemTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriProceedings of the 8th Annual Conference of the Estonian National Doctoral School in Information and Communication Technologies : December 5-6, 2014, Rakvere2014 / p. 137-140 : ill

Fractional-order digital filter approximation method for embedded control applicationsTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriInternational journal of microelectronics and computer science2014 / p. 54-60 : ill

Fractional-order modeling and control of dynamic systems = Murrulistel tuletistel põhinev dünaamiliste süsteemide identifitseerimine ja juhtimineTepljakov, Aleksei2015

Fractional-order modeling and control of ionic polymer-metal composite actuatorTepljakov, Aleksei; Vunder, Veiko; Petlenkov, Eduard; Nakshatharan, S Sunjai; Punning, Andres; Kaparin, Vadim; Belikov, Juri; Aabloo, AlvoSmart materials and structures2019 / 12 p. : ill https://doi.org/10.1088/1361-665X/ab2c75 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Fuel cell city buses : grey shadows of green energyVodovozov, Valery; Raud, Zoja; Petlenkov, Eduard2022 18th Biennial Baltic Electronics Conference (BEC)2022 / 6 l. https://doi.org/10.1109/BEC56180.2022.9935604

Fuzzy gradient control of electric vehicles at blended braking with volatile driving conditionsVodovozov, Valery; Petlenkov, Eduard; Aksjonov, Andrei; Raud, ZojaICINCO 2020 : 17th International Conference on Informatics in Control, Automation and Robotics, July 7-9, 2020 : online2020 / p. 250−261 http://wikicfp.com/cfp/servlet/event.showcfp?eventid=97093&copyownerid=45217

Fuzzy logic control of electric vehicles in changing braking conditionsVodovozov, Valery; Raud, Zoja; Aksjonov, Andrei; Petlenkov, Eduard2020 XI International Conference on Electrical Power Drive Systems (ICEPDS), Saint-Petersburg, Russia, October 4-7, 20202020 / art. 20192756, p. 107-112 https://doi.org/10.1109/ICEPDS47235.2020.9249083

GA based optimization of NN-SANARX model for adaptive control of nonlinear systemsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriWCCI 2012 : IEEE World Congress on Computational Intelligence : June, 10-15, 2012, Brisbane, Australia2012 / p. 1674-1681 : ill https://ieeexplore.ieee.org/document/6252598

Gain and order scheduled fractional-order PID control of fluid level in a multi-tank systemTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri2014 International Conference on Fractional Differentiation and its Applications (ICFDA) : Catania, Italy, 23-25 June 20142014 / [6] p. : ill

Gen Z oriented engineering education in the “Industry 4.0” ageRaud, Zoja; Vodovozov, Valery; Petlenkov, Eduard2023 IEEE 64th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), Riga, Latvia, October 9-10, 2023 : conference proceedings2023 https://doi.org/10.1109/RTUCON60080.2023.10413087

Genetic algorithm based structure identification for feedback control of nonlinear MIMO systemsVassiljeva, Kristina; Belikov, Juri; Petlenkov, EduardLecture notes in computer science2011 / p. 215-226 : ill

Genetic programming based identification of an industrial processTarasevich, Maksimilian; Tepljakov, Aleksei; Petlenkov, Eduard; Vansovitš, Vitali44th International Conference on Telecommunications and Signal Processing (TSP)2021 / p. 134-140 https://doi.org/10.1109/TSP52935.2021.9522588

Gray box time variant clogging behaviour and pressure drop prediction of the air filter in the HVAC systemAlimohammadi, Hossein; Vassiljeva, Kristina; Petlenkov, Eduard; Thalfeldt, Martin; Mikola, Alo; Kull, Tuule Mall; Köse, AhmetE3S Web Conference: Cold Climate HVAC and Energy 20212021 / art. 10002 https://doi.org/10.1051/e3sconf/202124610002 Conference Proceedings at Scopus Article at Scopus Article at WOS

Grey box identification of fractional-order system models from frequency domain dataTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri41th International Conference on Telecommunications and Signal Processing : July 4-6, 2018, Athens, Greece : proceedings2018 / p. 319-322 : ill https://doi.org/10.1109/TSP.2018.8441247

Hardware-in-the-Loop test of an open loop fuzzy control method for decoupled electro-hydraulic antilock braking systemAksjonov, Andrei; Ricciardi, Vincenzo; Augsburg, Klaus; Vodovozov, Valery; Petlenkov, EduardIEEE transactions on fuzzy systems2020 / p. 965-975: ill https://doi.org/10.1109/TFUZZ.2020.2965868 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Hybrid approach to detection of the surgeon's hand motions during endoscope surgeryNõmm, Sven; Vain, Jüri; Petlenkov, Eduard; Miyawaki, Fujio; Yoshimitsu, KitaroICIEA : 4th IEEE Conference on Industrial Electronics and Applications : Xi'an, 25-27 May 20092009 / p. 3488-3492 https://ieeexplore.ieee.org/abstract/document/5138854

Hyperspectral data processing and interpretation in remote sensing based on laser-induced fluorescence method = Hüperspektraalse andmete analüüs ja tõlgendamine kaugseires laser-induced-fluorescence-meetodi põhjalSobolev, Innokenti2014

Identification of industrial water boiler for model predictive control of district heat plantVansovitš, Vitali; Petlenkov, Eduard; Vassiljeva, Kristina; Guljajev, AleksandrBEC 2012 : 2012 13th Biennial Baltic Electronics Conference : proceedings of the 13th Biennial Baltic Electronics Conference : October 3-5, 2012, Tallinn, Estonia2012 / p. 315-318 : ill

Identification, implementation and simulation of ground source heat pump with ground temperature modelingKöse, Ahmet; Petlenkov, EduardBEC 2016 : 2016 15th Biennial Baltic Electronics Conference : proceedings of the 15th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 3-5, 2016, Tallinn, Estonia2016 / p. 163-166 : ill http://www.ester.ee/record=b2150914*est

IKTDK interdistsiplinaarsetest projektidestPetlenkov, EduardA & A2011 / lk. 38-43 https://artiklid.elnet.ee/record=b2472218*est

Image encryption using fractional singular chaotic systems : an extended Kalman filtering approachNosrati, Komeil; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard2022 International Conference on Electrical, Computer and Energy Technologies (ICECET)2022 / 6 p. : ill https://doi.org/10.1109/ICECET55527.2022.9873484

Impact of the COVID-19 pandemic on the energy use and performance in commercial buildingsBelikov, Juri; Köse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Loo, Lauri2022 45th International Conference on Telecommunications and Signal Processing, TSP 20222022 / p. 187-191 https://doi.org/10.1109/TSP55681.2022.9851384

Implementation and real-time simulation of a fractional-order controller using a MATLAB based prototyping platformTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriBEC 2012 : 2012 13th Biennial Baltic Electronics Conference : proceedings of the 13th Biennial Baltic Electronics Conference : October 3-5, 2012, Tallinn, Estonia2012 / p. 145-148 : ill

Improving beam-based regulation for continuous-wave linear accelerators with a disturbance model-based design = Pidevlaine lineaarsete kiirendite kiire põhise reguleerimise täiustamine häiringu mudelil põhineva sünteesi abilMaalberg, Andrei2023 https://doi.org/10.23658/taltech.51/2023 https://digikogu.taltech.ee/et/Item/b6a935be-08cf-4874-aef2-dcda56693add https://www.ester.ee/record=b5638841*est

Incorporation of fractional-order dynamics into an existing PI/PID DC motor control loopTepljakov, Aleksei; Gonzales, Emmanuel A.; Petlenkov, Eduard; Belikov, Juri; Monje, Concepcion A.; Petraš, IvoISA transactions2016 / p. 262-273 : ill http://dx.doi.org/10.1016/j.isatra.2015.11.012

Info- ja kommunikatsioonitehnoloogia doktorikool 2011. aastalPetlenkov, EduardA & A2011 / lk. 3-4 https://artiklid.elnet.ee/record=b2472206*est

Info- ja kommunikatsioonitehnoloogia doktorikoolistPetlenkov, EduardA & A2010 / 4, lk. 3-5 https://artiklid.elnet.ee/record=b2286468*est

Intelligent control of robots with minimal power consumption in pick-and-place operationsVodovozov, Valery; Raud, Zoja; Petlenkov, EduardEnergies2023 / art. 7418 https://doi.org/10.3390/en16217418

Intelligent virtual environments with assessment of user experiencesKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, EduardArtificial Intelligence and Soft Computing : 20th International Conference, ICAISC 2021, Virtual Event, June 21–23, 2021 : proceedings, Part I2021 / p. 463−474 : ill https://doi.org/10.1007/978-3-030-87986-0_41 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

ISS0010 süsteemiteooria : ülesannete koguGordon, Boris; Petlenkov, Eduard2007 http://www.ester.ee/record=b2238345*est

Liner dynamic systems with static actuator nonlinearities identification for control [Electronic resource]Petlenkov, Eduard; Rüstern, EnnuICGST International Conference on Automatic Control and System Engineering (ACSE-05) : Cairo, Egypt, 20052005 / [6] p. [CD-ROM]

Management of braking energy in electric vehicles using reinforcement learningVodovozov, Valery; Raud, Zoja; Petlenkov, Eduard2023 International Conference on Clean Electrical Power (ICCEP)2023 / p. 559-564 https://doi.org/10.1109/ICCEP57914.2023.10247359

A method for detection and evaluation of driver distraction induced by in-vehicle information systemsAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, EduardIECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society : proceedings2018 / p. 4513-4518 : ill https://doi.org/10.1109/IECON.2018.8591252

A method of driver distraction evaluation using fuzzy logic : phone usage as a driver's secondary activity : case studyAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard; Herrmann, MartinProceedings : IACAT 2017 : XXVI International Conference on Information, Communication and Automation Technologies, October 26-28, 2017, Sarajevo, Bosnia-Herzegovina2017 / 6 p. : ill https://doi.org/10.1109/ICAT.2017.8171599

MIMO reinforcement learning based approach for frequency support in microgrids with high renewable energy penetrationŠkiparev, Vjatšeslav; Belikov, Juri; Petlenkov, Eduard2021 IEEE Power & Energy Society General Meeting (PESGM), 26-29 July 20212021 / 5 p. : ill https://doi.org/10.1109/PESGM46819.2021.9637942

Model based control of a water tank systemBelikov, Juri; Petlenkov, EduardProceedings of the 19th IFAC World Congress, 2014 : Cape Town, South Africa, 24-29 August 20142014 / p. 10838-10843 : ill

Model reference adaptive control scheme for retuning method-based fractional-order PID control with disturbance rejection applied to closed-loop control of a magnetic levitation systemTepljakov, Aleksei; Alagoz, Baris Baykant; Gonzalez, Emmanuel A.; Petlenkov, Eduard; Yeroglu, CelaleddinJournal of circuits, systems, and computers2018 / 1850176 https://doi.org/10.1142/S0218126618501761 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Model reference control of nonlinear MIMO systems by dynamic output feedback linearization of ANARX modelsBelikov, Juri; Petlenkov, EduardIEEE International Conference on Control and Automation : ICCA 2009 : Christchurch, New Zealand, December 9-11, 20092009 / p. 536-541 https://ieeexplore.ieee.org/document/5410177?tp=&arnumber=5410177

Model reference control of nonlinear systems by dynamic output feedback linearization of neural network based ANARX modelsPetlenkov, EduardProceedings of the 10th International Conference on Control Automation Robotics & Vision (ICARCV 2008) : Hanoi, Vietnam, December 17-20, 20082008 / p. 1119-1123

Model reference control of nonlinear TITO systems by dynamic output feedback linearization of neural network based ANARX modelsBelikov, Juri; Petlenkov, EduardControl Applications (CCA) & Intelligent Control (ISIC) : 2009 IEEE : 8-10 July 2009, St.Petersburg2009 / p. 1820-1825 https://ieeexplore.ieee.org/document/5410177?tp=&arnumber=5410177

Model-based control design for a district heating plantVansovitš, Vitali; Godoy, Boris I.; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, Eduard2017 IEEE 15th International Conference on Industrial Informatics (INDIN 2017) : Emden, Germany, 24-26 July 20172017 / p. 615-620 : ill https://doi.org/10.1109/INDIN.2017.8104842

Modeling and identification of an industrial hot water boilerTarasevich, Maksimilian; Tepljakov, Aleksei; Petlenkov, Eduard; Vansovitš, Vitali2020 43rd International Conference on Telecommunications and Signal Processing : TSP 2020, Milan, Italy, July 7-9, 20202020 https://doi.org/10.1109/TSP49548.2020.9163503

Modelling of a versatile vehicle braking system with a fuzzy PID torque controllerVodovozov, Valery; Raud, Zoja; Aksjonov, Andrei; Petlenkov, Eduard2020 17th Biennial Baltic electronics conference, Tallinn, Estonia, October 6-8, 2020 : proceedings2020 / 6 p. : ill https://doi.org/10.1109/BEC49624.2020.9276798

Motivating Students to Avoid Academic Dishonesty in Learning Engineering CoursesRaud, Zoja; Vodovozov, Valery; Petlenkov, Eduard; Serbin, AleksandrEDUCON 2018 : Global Engineering Education Conference : abstracts2018 / p. 100 http://www.educon-conference.org/current/documents/EDUCON2018_abstracts.pdf

Multi-loop model reference adaptive control of fractional-order PID control systemsAlagoz, Baris Baykant; Tepljakov, Aleksei; Petlenkov, Eduard; Yeroglu, Celaleddin2017 40th International Conference on Telecommunications and Signal Processing TSP : July 5-7, 2017, Barcelona, Spain2017 / p. 702-705 : ill https://doi.org/10.1109/TSP.2017.8076078

Multi-loop model reference proportional integral derivative controls: design and performance evaluationsAlagoz, Baris Baykant; Tepljakov, Aleksei; Petlenkov, Eduard; Yeroglu, CelaleddinAlgorithms2020 / 26 p. : ill https://doi.org/10.3390/a13020038 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

A NARX model reference adaptive control scheme: Improved disturbance rejection fractional-order PID control of an experimental magnetic levitation systemAlimohammadi, Hossein; Alagoz, Baris Baykant; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, EduardAlgorithms2020 / p. 1-27 https://doi.org/10.3390/a13080201 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Neural network based dynamic pole placement control of nonlinear systemsPetlenkov, Eduard; Belikov, JuriIEEE International Conference on Control and Automation : ICCA 2009 : Christchurch, New Zealand, December 9-11, 20092009 / p. 410-415 https://ieeexplore.ieee.org/document/5410160

Neural network based minimal state-space representation of nonlinear MIMO systems for feedback controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriThe 11th International Conference Control, Automation, Robotics and Vision : ICARCV 2010 : 7–10 December 2010, Singapore2010 / p. 2191-2196

Neural network based system for real-time organ recognition by analysis of sequence of endoscopic images received during surgical operationArtemtšuk, Igor; Petlenkov, Eduard; Miyawaki, F.; Gladki, A.BEC 2010 : 2010 12th Biennial Baltic Electronics Conference : proceedings of the 12th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 4-6, 2010, Tallinn, Estonia2010 / p. 349-352 : ill

Neural network based system for real-time organ recognition during surgical operationArtemtšuk, Igor; Petlenkov, Eduard; Miyawaki, FujioProceedings of the 18th IFAC World Congress : Milano, Italy, August 28 - September 2, 20112011 / p. 6478-6483 https://www.sciencedirect.com/science/article/pii/S1474667016446458#cekeyws10

Neural network control of green energy vehicles with blended braking systemsVodovozov, Valery; Petlenkov, Eduard; Aksjonov, Andrei; Raud, ZojaRenewable Energy & Power Quality Journal2021 / p. 344-349 https://doi.org/10.24084/repqj19.291 Journal metrics at Scopus Article at Scopus

Neural network-based model reference control of braking electric vehiclesVodovozov, Valery; Aksjonov, Andrei; Petlenkov, Eduard; Raud, ZojaEnergies2021 / art. 2373 https://doi.org/10.3390/en14092373 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Neural networks based ANARX structure for identification and model based controlPetlenkov, Eduard; Nõmm, Sven; Kotta, Ülle9th International Conference on Control, Automation, Robotics and Vision : 5-8 December, 2006, Singapore : [proceedings]2006 / p. 2284-2288 https://ieeexplore.ieee.org/document/4150221

Neural networks based identification and control of nonlinear systems : ANARX model based approachPetlenkov, Eduard2007 https://www.ester.ee/record=b2315845*est

Neural networks based identification for controlVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK viienda aastakonverentsi artiklite kogumik : 25.-26. novembril 2011, Nelijärve2011 / p. 157-160 : ill

Neural networks based minimal or reduced model representation for control of nonlinear MIMO systemsVassiljeva, Kristina; Belikov, Juri; Petlenkov, EduardProceedings of International Joint Conference on Neural Networks : San Jose, California, USA, July 31 – August 5, 20112011 / p. 1706-1713 https://ieeexplore.ieee.org/document/6033430

Neural networks based simplified ANARX structure for control on nonlinear MIMO systemsPetlenkov, EduardInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK teise aastakonverentsi artiklite kogumik : 11.-12. mai 2007, Viinistu kunstimuuseum2007 / lk. 39-42 : ill

Neuro-fuzzy dynamic pole placement control of nonlinear discrete-time systemsBelikov, Juri; Petlenkov, EduardProceedings of International Joint Conference on Neural Networks : San Jose, California, USA, July 31 – August 5, 20112011 / p. 1577-1582 : ill

A new virtual synchronous generator design based on the SMES system for frequency stability of low-inertia power gridsMagdy, Gaber; Bakeer, Abualkasim Ahmed Ali; Nour, Morsy; Petlenkov, EduardEnergies2020 / art. 5641, 17 p. : ill https://doi.org/10.3390/en13215641 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

NN-ANARX model based control of liquid level using visual feedbackVassiljeva, Kristina; Tepljakov, Aleksei; Petlenkov, Eduard2015 IEEE International Conference on Industrial Informatics (INDIN) : proceedings : Robinson College, Cambridge, United Kingdom, 22-24 July, 20152015 / p. 133-138 : ill http://dx.doi.org/10.1109/INDIN.2015.7281723

NN-ANARX model based control of nonlinear discrete-time systems with input delayBelikov, Juri; Petlenkov, EduardControl Applications (CCA) & Intelligent Control (ISIC) : 2009 IEEE : 8-10 July 2009, St.Petersburg2009 / p. 1039-1044 https://ieeexplore.ieee.org/document/5281182

NN-ANARX structure based dynamic output feedback linearization for control of nonlinear MIMO systemsPetlenkov, EduardProceedings of the 15th Mediterranean Conference on Control and Automation : MED'07 : Athena (Greece), June 27-29, 20072007 / [6] p https://www.researchgate.net/publication/224303099_NN-ANARX_structure_based_dynamic_output_feedback_linearization_for_control_of_nonlinear_MIMO_systems

NN-ANARX structure for control of nonlinear SISO and MIMO systems : neural networks based approachPetlenkov, Eduard; Belikov, JuriProceedings of th 26th Chinese Control Conference : July 26-31, 2007, Zhangjiajie, Hunan, China. 42007 / p. 138-145 https://ieeexplore.ieee.org/document/4347185/keywords#keywords

NN-SANARX model based control of a multi tank liquid-level systemBelikov, Juri; Petlenkov, EduardInternational journal of computational intelligence systems2015 / p. 265-277 http://dx.doi.org/10.1080/18756891.2015.1001950

NN-SANARX model based control of a water tank system using embedded microcontroller ArduinoŠkiparev, Vjatšeslav; Belikov, Juri; Petlenkov, EduardProceedings of the 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications : IDAACS'2019, 18-21 Sept. 20192019 / p. 372-377 : ill https://doi.org/10.1109/IDAACS47747.2019

A Novel driver performance model based on machine learningAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard; Herrmann, MartinIFAC-PapersOnLine2018 / p. 267-272 : ill http://dx.doi.org/10.1016/j.ifacol.2018.07.044

A numerical study for plant-independent evaluation of fractional-order PID controller performanceAlagoz, Baris Baykant; Tepljakov, Aleksei; Yeroglu, Celaleddin; Gonzalez, Emmanuel A.; Hossein Nia, S. Hassan; Petlenkov, EduardIFAC-PapersOnLine2018 / p. 539-544 : ill https://doi.org/10.1016/j.ifacol.2018.06.151 Conference proceedings at Scopus Article at Scopus Article at WOS

Observation and stabilisation of coupled time‐fractional reaction–advection–diffusion systems with spatially‐varying coefficientsChen, Juan; Tepljakov, Aleksei; Petlenkov, EduardIET control theory and applications2020 / p. 3128−3138 https://doi.org/10.1049/iet-cta.2020.0520 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Ontology-based design of educational trajectoriesRaud, Zoja; Vodovozov, Valery; Petlenkov, Eduard; Serbin, Aleksandr59th Annual International Scientific Conference on Power and Electrical Engineering : November 12, 13, 2018, Riga Technical University (RTUCON) : conference proceedings2018 / 4 p. . ill https://doi.org/10.1109/RTUCON.2018.8659893

Polynomial methods for nonlinear control systems = Polünoommeetodid mittelineaarsetes juhtimissüsteemidesBelikov, Juri2012 http://www.ester.ee/record=b2854462*est

Practical demand side management: one day case studyKöse, Ahmet; Hokmabad, Hossein Nourollahi; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, EduardHealthy Buildings 2023 Europe: Beyond Disciplinary Boundaries: proceedings ; 12023 / p. 36-42 https://www.proceedings.com/content/070/070278webtoc.pdf

Practical evaluation of two-layer perceptrons optimal architecture for identification of 2-nd and 3-d order nonlinear dynamic discrete time SISO systemsKondratjeva, Julija; Petlenkov, Eduard5th Junior European Meeting on Control & Information Technology : September 20-22, 2006, Tallinn, Estonia : book of abstracts2006 / p. 16-17

Predict the remaining useful life in HVAC filters using a hybrid strategyAlimohammadi, Hossein; Vassiljeva, Kristina; Petlenkov, Eduard; Kull, Tuule Mall; Thalfeldt, MartinCLIMA 2022: the 14th REHVA HVAC World Congress, 22nd – 25th May in Rotterdam, The Netherlands2022 / p. 1-8 https://doi.org/10.34641/clima.2022.273

Professorid Juri Belikov ja Eduard Petlenkov selgitavad, kuidas Eestit rohelisemaks muutagoodnews.ee2023 Professorid Juri Belikov ja Eduard Petlenkov selgitavad, kuidas Eestit rohelisemaks muuta Professorid Juri Belikov ja Eduard Petlenkov selgitavad, kuidas Eestit rohelisemaks muuta

Promotion of the students' success in higher engineering educationRaud, Zoja; Vodovozov, Valery; Aksjonov, Andrei; Petlenkov, Eduard2017 IEEE 58th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON) : proceedings : Latvia, Riga, 12-13 October, 20172017 / [6] p. : ill https://doi.org/10.1109/RTUCON.2017.8124806

Real time data communication for intelligent extended reality applicationsKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard2020 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), 22-24 June 2020 : proceedings2021 / 6 p https://doi.org/10.1109/CIVEMSA48639.2020.9132970

Real-time regulation of beam-based feedback : implementing an FPGA solution for a continuous wave linear acceleratorMaalberg, Andrei; Kuntzsch, Michael; Petlenkov, EduardSensors2022 / art. 6236, 22 p. : ill https://doi.org/10.3390/s22166236 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Recognition of the surgeon's motions during endoscopic operation by statistics based algorithm and neural networks based ANARX modelsNõmm, Sven; Petlenkov, Eduard; Vain, Jüri; Belikov, Juri; Miyawaki, Fujio; Yoshimitsu, KitaroProceedings of the 17th World Congress The International Federation of Automatic Control : Seoul, Korea, July 6-11, 20082008 / p. 14773-14778

Region of admissible values for discrete-time nonlinear control system linearized by output feedbackBelikov, Juri; Petlenkov, EduardProceedings of the 18th IFAC World Congress : Milano, Italy, August 28 - September 2, 20112011 / p. 209-214

Regulation of electron bunch arrival time for a continuous-wave linac : exploring the application of the H2 mixed-sensitivity problemMaalberg, Andrei; Kuntzsch, Michael; Zenker, Klaus; Petlenkov, Eduard2023 / art. 072801, 13 p. : ill https://doi.org/10.1103/PhysRevAccelBeams.26.072801

Regulation of the linear accelerator ELBE exploiting continuous wave mode of a superconducting RF cavityMaalberg, Andrei; Kuntzsch, Michael; Petlenkov, Eduard2022 American Control Conference (ACC) : Atlanta, GA, USA, 8-10 June 2022 : proceedings2022 / p. 5346-5353 : ill https://doi.org/10.23919/ACC53348.2022.9867172 Conference Proceedings at Scopus Article at Scopus Article at WOS

ReImagine lab : bridging the gap between hands-on, virtual and remote control engineering laboratories using digital twins and extended realityAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Köse, Ahmet; Belikov, Juri; Petlenkov, EduardIEEE Access2022 / p. 89924-889943 : ill https://doi.org/10.1109/ACCESS.2022.3199371 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Reinforcement learning based approach for virtual inertia control in microgrids with renewable energy sourcesŠkiparev, Vjatšeslav; Belikov, Juri; Petlenkov, EduardProceedings of 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 26-28 October, 20202020 / p. 1020-1024 https://doi.org/10.1109/ISGT-Europe47291.2020.9248777

Reinforcement learning based MIMO controller for virtual inertia control in isolated microgridsŠkiparev, Vjatšeslav; Belikov, Juri; Petlenkov, Eduard; Levron, Yoash2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) : proceedings2022 / art. 184786, 5 p. : ill https://doi.org/10.1109/ISGT-Europe54678.2022.9960447

Research and development of computational-intelligence–based safety Systems for ground vehicles = Tehisintellekti meetoditel põhinevate ohutussüsteemide uurimine ja arendamine maapealsete sõidukite jaoksAksjonov, Andrei2019 https://digi.lib.ttu.ee/i/?12389

Restricted connectivity neural network structure for organ recognition by analysis of endoscopic images during surgical operationPetlenkov, Eduard; Artemtšuk, Igor; Miyawaki, F.; Yoshimitsu, KitaroBEC 2008 : 2008 International Biennial Baltic Electronics Conference : proceedings of the 11th Biennial Baltic Electronics Conference : Tallinn University of Technology : October 6-8, 2008, Tallinn, Estonia2008 / p. 261-264 : ill

Review of energy challenges and horizons of hydrogen city busesVodovozov, Valery; Raud, Zoja; Petlenkov, EduardEnergies2022 / art. 6945 https://doi.org/10.3390/en15196945 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Review on Braking Energy Management in Electric VehiclesVodovozov, Valery; Raud, Zoja; Petlenkov, EduardEnergies2021 / art. 4477 https://doi.org/10.3390/en14154477 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Robust FOPI and FOPID controller design for FFOPDT plants in embedded control applications using frequency-domain analysisTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri2015 American Control Conference : Hilton Palmer House, Chicago, IL, July 1-3, 20152015 / p. 3868-3873 : ill http://dx.doi.org/10.1109/ACC.2015.7171933

Robust FOPID stabilization for Smith Predictor structuresGhorbani, Majid; Tepljakov, Aleksei; Petlenkov, Eduard61st IEEE Conference on Decision and Control, CDC 2022, Cancun, 6 December - 9 December 2022, proceedings2022 / p. 1696-1701 https://doi.org/10.1109/CDC51059.2022.9993283 Conference Proceedings at Scopus Article at Scopus Article at WOS

Robust PID controller design for continuous-time systems via reduced routh parameters = Pidevaja süsteemide robustse PID kontrolleri süntees taandatud Routh parametrite kauduArtemtšuk, Igor2019 https://digi.lib.ttu.ee/i/?13259

Robust stability analysis of interval fractional-order plants with interval time delay and general form of fractional-order controllersGhorbani, Majid; Tavakoli-Kakhki, Mahsan; Tepljakov, Aleksei; Petlenkov, Eduard; Farnam, Arash; Crevecoeur, GuillaumeIEEE Control Systems Letters2022 / p. 1268-1273 https://doi.org/10.1109/LCSYS.2021.3091525 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Robust stability analysis of Smith predictor based interval fractional-order control systems: a case study in level control processGhorbani, Majid; Tavakoli-Kakhki, Mahsan; Tepljakov, Aleksei; Petlenkov, EduardIEEE/CAA Journal of Automatica Sinica2023 / p. 762-780 https://doi.org/10.1109/JAS.2022.105986

Robust stability testing function for a complex interval family of fractional-order polynomialsGhorbani, Majid; Rezaei, Hossein; Tepljakov, Aleksei; Petlenkov, EduardJournal of the Franklin Institute2022 / p. 10038 - 10057 https://doi.org/10.1016/j.jfranklin.2022.09.042 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Self assessment tool to bridge the gap between XR Technology, SMEs, and HEIsKöse, Ahmet; Tepljakov, Aleksei; Alsaleh, Saleh Ragheb Saleh; Petlenkov, EduardExtended Reality : First International Conference, XR Salento 2022, Lecce, Italy, July 6-8, 2022, Proceedings, Part I2022 / p. 296–311 : ill https://doi.org/10.1007/978-3-031-15546-8_25 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at Scopus

Self-scaling laboratory crane fuzzy logic control with anti-swing regulation [Online resource]Aksjonov, Andrei; Vodovozov, Valery; Petlenkov, Eduard2016 57th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON) : October 13, 14, 2016 : conference proceedings2016 / [6] p. : ill https://doi.org/10.1109/RTUCON.2016.7763088

Sensorless control of the three-dimensional crane using the Euler-Lagrange approach with a built-in state-space modelAksjonov, Andrei; Vodovozov, Valery; Petlenkov, Eduard2015 56th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)2015 / p. 255-258 : ill

Simulation of RF noise propagation to relativistic electron beam properties in a linear acceleratorMaalberg, Andrei; Kuntzsch, Michael; Petlenkov, EduardIFAC-PapersOnLine2020 / p. 348-354 https://doi.org/10.1016/j.ifacol.2020.12.184 Conference proceedings at Scopus Article at Scopus Article at WOS

Simulation study of electric vehicles at fuzzy PID control of braking torqueVodovozov, Valery; Petlenkov, Eduard; Aksjonov, Andrei; Raud, ZojaInformatics in Control, Automation and Robotics : 17th International Conference, ICINCO 2020 Lieusaint - Paris, France, July 7–9, 2020, Revised Selected Papers2022 / p. 261–290 https://doi.org/10.1007/978-3-030-92442-3_15 Conference proceedings at Scopus Article at Scopus

Simulation study of processes in electric vehicles under braking control based on reinforcement learningVodovozov, Valery; Raud, Zoja; Petlenkov, Eduard2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 5 p https://doi.org/10.1109/CPE-POWERENG58103.2023.10227478

Sound localization and processing for inducing synesthetic experiences in virtual realityTepljakov, Aleksei; Astapov, Sergei; Petlenkov, Eduard; Vassiljeva, Kristina; Draheim, DirkBEC 2016 : 2016 15th Biennial Baltic Electronics Conference : proceedings of the 15th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 3-5, 2016, Tallinn, Estonia2016 / p. 159-162 : ill http://www.ester.ee/record=b2150914*est

Speed control of electric vehicle propulsion with autotuning at changeable driving modes and road conditionsAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Raud, Zoja; Petlenkov, Eduard2019 IEEE International Conference on Mechatronics (ICM) : proceedings2019 / p. 584-589 : ill https://doi.org/10.1109/ICMECH.2019.8722909

Stabilization and stability robustness of coupled non-constant parameter time fractional PDEsChen, Juan; Tepljakov, Aleksei; Petlenkov, EduardIEEE Access2019 / p. 163969 - 163980 : ill https://doi.org/10.1109/ACCESS.2019.2951058 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Stabilization and uncertainty analysis of a time-fractional reaction diffusion equation cascaded with a time-fractional hyperbolic partial differential equationChen, Juan; Zhuang, Bo; Tepljakov, Aleksei; Petlenkov, EduardThe Asian Journal of Control2022 / p. 2294-2310 https://doi.org/10.1002/asjc.2637 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Stabilizing region of fractional-order proportional integral derivative controllers for interval fractional-order plantsGhorbani, Majid; Tepljakov, Aleksei; Petlenkov, EduardTransactions of the Institute of Measurement and Control2023 / p. 546-556 : ill https://doi.org/10.1177/01423312221117866

State and output feedback boundary control of time fractional pde–fractional ode cascades with space-dependent diffusivityChen, Juan; Tepljakov, Aleksei; Petlenkov, Eduard; Chen, Yangquan; Zhuang, BoIET Control Theory and Applications2020 / p. 3589 - 3600 https://doi.org/10.1049/iet-cta.2019.1015 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

State-space control of nonlinear systems identified by ANARX and neural network based SANARX modelsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriThe 2010 International Joint Conference on Neural Networks (IJCNN) : 18-23 July 2010, Barcelona : proceedings2010 / p. 3816-3823 : ill

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Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation functionNõmm, Sven; Vassiljeva, Kristina; Belikov, Juri; Petlenkov, Eduard2011 9th IEEE International Conference on Control and Automation (ICCA) : Santiago, Chile, December 19-21, 2011 : [proceedings]2011 / p. 65-70 : ill

Synthesis of digital filters for embedded fractional-order control applicationsTepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK seitsmenda aastakonverentsi artiklite kogumik : 15.-16. novembril 2013, Haapsalu2013 / p. 103-106 : ill

System identification models and using neural networks for Ground Source Heat Pump with ground temperature modeling [Electronic resource]Köse, Ahmet; Petlenkov, Eduard2016 International Joint Conference on Neural Networks (IJCNN) : 24-29 July 2016, Vancouver, Canada2016 / p. 2850-2855 : ill. [USB] https://doi.org/10.1109/IJCNN.2016.7727559

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Tehisintellektide pealetung: kas inimkond peaks kartma või rõõmustama?Einama, KaidoPostimees2023 / Lk. 11 https://dea.digar.ee/article/ak/2023/02/11/7.1

Three-dimensional crane modelling and control using Euler-Lagrange state-space approach and anti-swing fuzzy logicAksjonov, Andrei; Vodovozov, Valery; Petlenkov, EduardScientific Journal of Riga Technical University. Electrical, control and communication engineering2015 / p. 5-13 : ill http://dx.doi.org/10.1515/ecce-2015-0006

Time-domain identification of one noninteger order plus time delay models from step response measurementsAlagoz, Baris Baykant; Tepljakov, Aleksei; Ates, Abdullah; Petlenkov, Eduard; Yeroglu, CelaleddinInternational journal of modeling, simulation, and scientific computing2019 / art. 1941011, 22 p. : ill https://doi.org/10.1142/S1793962319410113 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Torque control in blended antilock braking systems of electric vehicles [Online resource]Vodovozov, Valery; Petlenkov, Eduard; Raud, Zoja; Aksjonov, AndreiBEC 2018 : 2018 16th Biennial Baltic Electronics Conference (BEC) : proceedings of the 16th Biennial Baltic Electronics Conference, October 8-10, 20182018 / 4 p.: ill https://doi.org/10.1109/BEC.2018.8600978

Towards a synesthesia laboratory : real-time localization and Visualization of a sound source for virtual reality applicationsKöse, Ahmet; Tepljakov, Aleksei; Astapov, Sergei; Draheim, Dirk; Petlenkov, Eduard; Vassiljeva, KristinaJournal of communications software and systems2018 / p. 112–120 : ill https://doi.org/10.24138/jcomss.v14i1.410 Journal metrics at Scopus Article at Scopus

Towards an Intelligent Control System for district heating plants : design and implementation of a fuzzy logic based control loopVansovitš, Vitali; Tepljakov, Aleksei; Vassiljeva, Kristina; Petlenkov, Eduard2016 IEEE 14th International Conference on Industrial Informatics (INDIN) : Palais des Congrès du Futuroscope, Futuroscope - Poitiers, France, 19-21 July, 2016 : proceedings2016 / p. 405-410 : ill https://doi.org/10.1109/INDIN.2016.7819193

Towards artificial intelligence based automatic adaptive response analyzer for high frequency analog BISTPetlenkov, Eduard; Jutman, Artur; Nõmm, Sven; Ubar, Raimund-JohannesCIMSA 2008 : IEEE International Conference on Computational Intelligence for Measurement Systems and Applications : Istanbul, Turky, July 14-16, 20082008 / p. 99-104 : ill

Towards artificial intelligence driven immersive environments in virtual reality for industrial applicationsAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Tamre, Mart; Petlenkov, Eduard44th International Conference on Telecommunications and Signal Processing (TSP)2021 / p. 340-345 https://doi.org/10.1109/TSP52935.2021.9522676

Towards assessment of behavioral patterns in a virtual reality environmentKöse, Ahmet; Tepljakov, Aleksei; Abel, Mihkel; Petlenkov, EduardAugmented Reality, Virtual Reality, and Computer Graphics : 6th International Conference, AVR 2019 :Santa Maria al Bagno, Italy, June 24–27, 2019 : Proceedings. Part I2019 / p. 237–253 : ill https://doi.org/10.1007/978-3-030-25965-5_18 Conference proceeding at Scopus Article at Scopus Conference proceeding at WOS Article at WOS

Towards assisting interactive reality : interactive reality for education, data analysis and industryKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, EduardAugmented Reality, Virtual Reality, and Computer Graphics : 5th International Conference : AVR 2018, Otranto, Italy, June 24–27, 2018 : proceedings, Part I2018 / p. 569-588 https://doi.org/10.1007/978-3-319-95282-6_41 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

Towards dynamic modeling in immersive environments with assessment of user experiences = Dünaamilised mudelid virtuaalsetes keskkondades ja kasutajakogemuste hindamineKöse, Ahmet2020 https://www.ester.ee/record=b5378018*est https://digikogu.taltech.ee/et/Item/4f5fbdbd-21c5-4c6a-94ee-fa8374b5ce3a

Towards genetic algorithm based structure identification for minimal state-space representation and feedback control of nonlinear MIMO systemsVassiljeva, Kristina; Petlenkov, Eduard; Belikov, JuriInfo- ja kommunikatsioonitehnoloogia doktorikooli IKTDK neljanda aastakonverentsi artiklite kogumik : 26.-27. novembril 2010, Essu mõis2010 / lk. 11-14 : ill

Towards industrialization of FOPID controllers : a survey on milestones of fractional-order control and pathways for future developmentsTepljakov, Aleksei; Alagoz, Baris Baykant; Yeroglu, Celaleddin; Gonzalez, Emmanuel A.; Hosseinnia, Hassan; Petlenkov, Eduard; Ates, Abdullah; Cech, MartinIEEE Access2021 / p. 21016-21042 https://doi.org/10.1109/ACCESS.2021.3055117 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

TTÜ aastal 2020 : töögrupi visioonAav, Riina; Ellmann, Artu; Karilaid, Ivo; Kattel, Rainer; Lõugas, Tiina; Petlenkov, Eduard; Veinthal, Renno; Valgma, IngoMente et Manu2009 / 16. veebr., lk. 3 : fot https://www.ester.ee/record=b1242496*est

Tuning and digital implementation of a fractional-order PD controller for a position servoTepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri; Astapov, SergeiInternational journal of microelectronics and computer science2013 / p. 116-123 : ill

Uses of the digital twins concept for energy services, intelligent recommendation systems, and demand side management: A reviewOnile, Abiodun Emmanuel; Machlev, Ram; Petlenkov, Eduard; Levron, Yoash; Belikov, JuriEnergy reports2021 / p. 997−1015 https://doi.org/10.1016/j.egyr.2021.01.090 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Virtual inertia control methods in islanded microgridsŠkiparev, Vjatšeslav; Machlev, Ram; Chowdhury, Nilanjan Roy; Levron, Yoash; Petlenkov, Eduard; Belikov, JuriEnergies2021 / art. 1562, 20 p. : ill https://doi.org/10.3390/en14061562 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Virtual inertia control of isolated microgrids using an NN-based VFOPID controllerŠkiparev, Vjatšeslav; Nosrati, Komeil; Tepljakov, Aleksei; Petlenkov, Eduard; Levron, Yoash; Belikov, Juri; Guerrero, Joseph M.IEEE Transactions on sustainable energy2023 / p. 1558-1568 https://doi.org/10.1109/TSTE.2023.3237922

Virtual inertia control of microgrids using deep reinforcement learning methods = Mikrovõrkude virtuaalse inertsi juhtimine sügava stiimulõppe meetoditegaŠkiparev, Vjatšeslav2023 https://doi.org/10.23658/taltech.37/2023 https://digikogu.taltech.ee/et/Item/6d924a63-2390-4324-bf1c-00b24111605e https://www.ester.ee/record=b5571224*est

Virtual reality meets intelligence in large scale architectureKöse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, KristinaAugmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12-15, 2017 : proceedings. Part II2017 / p. 297-309 : ill https://doi.org/10.1007/978-3-319-60928-7_26

Искусственный интеллект в решении задач зеленого поворотаPetlenkov, Eduard; Belikov, JuriRUP. Финансово-правовой журнал2023 / c. 3-7 https://www.ester.ee/record=b5550868*est

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