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dissertation

Advanced control of district heating processes in Estonia = Keskkütte soojuse tootmisprotsesside juhtimineVansovitš, Vitali2018 https://digi.lib.ttu.ee/i/?10628 https://www.ester.ee/record=b5151484*est

dissertation

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book article

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

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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

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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

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book article

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

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book article

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

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journal article EST / journal article ENG

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

journal article EST / journal article ENG

8

journal article

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

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book article EST / book article ENG

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 Conference proceedings at Scopus Article at Scopus Article at WOS

book article EST / book article ENG

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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

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journal article

Data-driven occupancy profile identification and application to the ventilation schedule in a school buildingVassiljeva, Kristina; Matson, Margarita; Ferrantelli, Andrea; Petlenkov, Eduard; Thalfeldt, Martin; Belikov, JuriEnergies2024 / art. 3080 https://doi.org/10.3390/en17133080

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book article

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

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journal article EST / journal article ENG

Development of anti-lock braking system (ABS) for vehicles brakingVu, Trieu Minh; Oamen, Godwin; Vassiljeva, Kristina; Teder, LeoOpen engineering2016 / p. 554-559 : ill https://doi.org/10.1515/eng-2016-0078 Journal metrics at Scopus Article at scopus

journal article EST / journal article ENG

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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

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book article

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 https://ieeexplore.ieee.org/document/6252599

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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 https://link.springer.com/chapter/10.1007/978-3-642-34475-6_71

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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

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journal article

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 https://link.springer.com/chapter/10.1007/978-3-642-23857-4_23

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book article EST / book article ENG

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

book article EST / book article ENG

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Human limb model structure optimization with genetic algorithmNõmm, Sven; Vassiljeva, Kristina; Kuusik, AlarEMS2013 : UKSim-AMSS 7th European Modelling Symposium, 20-22 November 2013, Manchester, United Kindgom : [proceedings]2013 / p. 124-129

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book article

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

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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

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journal article EST / journal article ENG

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

journal article EST / journal article ENG

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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 https://www.researchgate.net/publication/221144201_Neural_network_based_minimal_state-space_representation_of_nonlinear_MIMO_systems_for_feedback_control

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book article

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

book article

Vassiljeva, Kristina (TTÜ author)

types of item

author 47

CV 12

name of the person 8