- 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 https://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, Eduard2018 IEEE 15th International Workshop on Advanced Motion Control (AMC 2018)2018 / p. 523–528 : ill Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's 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 https://www.ester.ee/record=b4494460*est
- 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©ownerid=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 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
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- 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
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- 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
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