Eduard Petlenkov

131 papers B 10C 24Journal 35Unranked 61

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	When control meets large language models: From words to dynamics. CoRR Komeil Nosrati, Aleksei Tepljakov, Juri Belikov, Eduard Petlenkov
2025	C	`conf`	A Genetic Programming Approach to Nonlinear Model Identification for Laboratory and Industrial Systems. INDIN Maksimilian Tarasevich, Aleksei Tepljakov, Eduard Petlenkov
2025	J	`jnl`	A graphical method to determine robust stabilizing region of FOPID controllers for stable/unstable fractional-order plants with interval uncertainties of a fractional order and model coefficients. Int. J. Gen. Syst. Majid Ghorbani, Baris Baykant Alagöz, Aleksei Tepljakov, Eduard Petlenkov
2025	J	`jnl`	Computing stabilising regions: FOPID controller methodology for interval fractional-order plants with time delay. Int. J. Syst. Sci. Majid Ghorbani, Babak Mehdizadeh Gavgani, Arash Farnam, Aleksei Tepljakov, Eduard Petlenkov, Guillaume Crevecoeur
2025	—	`conf`	Implementation of Novel Multi-Step Bridge Fault Current Limiter for Transient Stability Enhancement of Dfig-Based Wind Turbines. MOCAST S. Demin, Eduard Petlenkov, Juri Belikov, E. Barbie, S. Bronshtein, Dmitry Baimel
2025	J	`jnl`	Regularized Model Predictive Control. CoRR Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
2025	—	`conf`	Robust Stability of Unstable Processes with Multiple Delays: A Modified Smith Predictor Approach. CDC Majid Ghorbani, Xiaocong Li, Komeil Nosrati, Aleksei Tepljakov, Mohammad Hosseini, Radek Matusu, Libor Pekar, Eduard Petlenkov
2024	C	`conf`	Active Blended Learning as a Tool Focused on Industry 5.0 at EuroTeQ Engineering University. EDUCON Valery Vodovozov, Zoja Raud, Eduard Petlenkov
2024	C	`conf`	Automatic Visual Traffic Sign Damage Detection and Measurement of Damaged Area. ICARCV Can Ersü, Karl Janson, Eduard Petlenkov, Uljana Reinsalu
2024	—	`conf`	Building Potential Energy Savings Estimation Through Portfolio-Based Modeling. EI.A (2) Margarita Matson, Kristina Vassiljeva, Tuule Mall Parts, Ahmet Kose, Eduard Petlenkov, Juri Belikov
2024	—	`conf`	Demand Side Management for Commercial Buildings: Multiple Heating Systems Based Optimization in Real-Time. ICE/ITMC Ahmet Köse, Ivan Sukhanov, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
2024	—	`conf`	Enhancing Bandgap Depth in Locally Resonant Metastructures via Notch-Filtered Piezoelectric Actuation. ICIT Hossein Alimohammadi, Kristina Vassiljeva, S. Hassan HosseinNia, Eduard Petlenkov
2024	—	`conf`	Exploring the Real-World Challenges and Efficacy of Internal Coupling in Metastructures: An Experimental Perspective. ICECET Hossein Alimohammadi, Kristina Vassiljeva, S. Hassan HosseinNia, Peeter Ellervee, Eduard Petlenkov
2024	—	`conf`	Graphical Tuning for Robust Stabilization: Implementable Stability Regions for Fractional-Order Proportional Integral Controllers in Interval Fractional-Order Systems. CDC Majid Ghorbani, Arash Farnam, Aleksei Tepljakov, Eduard Petlenkov, Guillaume Crevecoeur, Azim Eskandarian
2024	—	`conf`	Harvesting Energy and Stability Insights in Internally Coupled Resonator Systems. AMC Hossein Alimohammadi, Kristina Vassiljeva, S. Hassan HosseinNia, Eduard Petlenkov
2024	—	`conf`	LQG Problem of Descriptor Systems and Separation Principle. CDC Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
2024	—	`conf`	Low-cost Data-Driven Predictive Stabilization of Unknown LTI Systems: Two LMI Approaches. ICCMA Majid Ghorbani, Aleksei Tepljakov, Yoonsoo Kim, Amin Rabiei Beheshti, Eduard Petlenkov
2024	J	`jnl`	Model Predictive Control of Descriptor Systems. IEEE Control. Syst. Lett. Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
2024	J	`jnl`	On Robust Stability of Uncertain Control Systems With Time Delay: An Approach Based on the Overlap of Value Sets. IEEE Trans. Autom. Control. Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
2024	—	`conf`	Practical Real-Time Data-Driven Approach for District Cooling Plant Operational Optimization. ISGT EUROPE Ivan Sukhanov, Ahmet Köse, Lauri Loo, Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
2024	—	`conf`	Profiling and Schedule Based Forecast of Electricity Usage to Improve Energy Performance of Administrative Buildings. ICE/ITMC Kristina Vassiljeva, Margarita Matson, Juri Belikov, Eduard Petlenkov
2024	J	`jnl`	Revisiting the LQR Problem of Singular Systems. IEEE CAA J. Autom. Sinica Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
2024	—	`conf`	Robust Stability Region of PI Controllers for an Interval Time Delayed Load Frequency Control. ISGT EUROPE Majid Ghorbani, Komeil Nosrati, Aleksei Tepljakov, Juri Belikov, Eduard Petlenkov
2024	J	`jnl`	Smartgrid-based hybrid digital twins framework for demand side recommendation service provision in distributed power systems. Future Gener. Comput. Syst. Abiodun E. Onile, Eduard Petlenkov, Yoash Levron, Juri Belikov
2023	—	`conf`	Applications of Digital Twins for Demand Side Recommendation Scheme with Consumer Comfort Constraints. ISGT EUROPE Abiodun E. Onile, Juri Belikov, Eduard Petlenkov, Yoash Levron
2023	—	`conf`	Day-ahead PV Output Power Forecasting Utilizing Boosting Recursive LightGBM-LSTM Framework. ISGT EUROPE Hossein Nourollahi Hokmabad, Oleksandr Husev, Dmitri Vinnikov, Juri Belikov, Eduard Petlenkov
2023	—	`conf`	Emerging Role of Industry 5.0 Digital Twins in Demand Response Electricity Market and Applications. ISGT EUROPE Abiodun E. Onile, Juri Belikov, Eduard Petlenkov, Yoash Levron
2023	J	`jnl`	Extended fractional singular kalman filter. Appl. Math. Comput. Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
2023	—	`conf`	Leveraging Digital Twins and Demand Side Recommender Chatbot for Optimizing Smart Grid Energy Efficiency. ISGT Asia Abiodun E. Onile, Juri Belikov, Eduard Petlenkov, Yoash Levron
2023	—	`conf`	On robust stability analysis of interval time delay systems using delayed controllers. ECC Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
2023	J	`jnl`	Optimal Robust Filter of Uncertain Fractional Order Systems: A Penalized Deterministic Approach. IEEE Control. Syst. Lett. Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
2023	—	`conf`	Penalized Least-Squares Method for LQR Problem of Singular Systems. CDC Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
2023	J	`jnl`	Resource-Aware Scene Text Recognition Using Learned Features, Quantization, and Contour-Based Character Extraction. IEEE Access Olutosin Ajibola Ademola, Eduard Petlenkov, Mairo Leier
2023	C	`conf`	Robust D-Stability Analysis of Fractional-Order Controllers. ACC Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
2023	J	`jnl`	Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process. IEEE CAA J. Autom. Sinica Majid Ghorbani, Mahsan Tavakoli-Kakhki, Aleksei Tepljakov, Eduard Petlenkov
2023	J	`jnl`	Stabilizing region of fractional-order proportional integral derivative controllers for interval fractional-order plants. Trans. Inst. Meas. Control Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
2023	—	`conf`	The Experience of A Self-Assessment Tool for Enhancing XR Technology Adoption in SMEs and HEIs across Europe. XR (1) Ahmet Köse, Aleksei Tepljakov, Saleh Alsaleh, Eduard Petlenkov
2022	C	`conf`	Active Learning of Students with Diverse Goals and Backgrounds in the Light of Industry 4.0 Requirements. EDUCON Valery Vodovozov, Zoja Raud, Eduard Petlenkov
2022	J	`jnl`	An Evolutionary Field Theorem: Evolutionary Field Optimization in Training of Power-Weighted Multiplicative Neurons for Nitrogen Oxides-Sensitive Electronic Nose Applications. Sensors Baris Baykant Alagöz, Ozlem Imik Simsek, Davut Ari, Aleksei Tepljakov, Eduard Petlenkov, Hossein Alimohammadi
2022	J	`jnl`	Automatic Generation Control of a Future Multisource Power System Considering High Renewables Penetration and Electric Vehicles: Egyptian Power System in 2035. IEEE Access Morsy Nour, Gaber Magdy, José Pablo Chaves-Ávila, Álvaro Sánchez Miralles, Eduard Petlenkov
2022	J	`jnl`	Bridging the Gap in Technology Transfer for Advanced Process Control with Industrial Applications. Sensors Vitali Vansovits, Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, Juri Belikov
2022	—	`conf`	Coordinated PI-based frequency deviation control of isolated hybrid microgrid: An online multi-agent tuning approach via reinforcement learning. ISGT-Europe Komeil Nosrati, Aleksei Tepljakov, Eduard Petlenkov, Yoash Levron, Vjatseslav Skiparev, Juri Belikov
2022	B	`conf`	Ensemble of Tensor Train Decomposition and Quantization Methods for Deep Learning Model Compression. IJCNN Olutosin Ajibola Ademola, Eduard Petlenkov, Mairo Leier
2022	J	`jnl`	Evaluating the Energy Readiness of National Building Stocks Through Benchmarking. IEEE Access Andrea Ferrantelli, Juri Belikov, Eduard Petlenkov, Martin Thalfeldt, Jarek Kurnitski
2022	J	`jnl`	Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI). Sensors Molika Meas, Ram Machlev, Ahmet Kose, Aleksei Tepljakov, Lauri Loo, Yoash Levron, Eduard Petlenkov, Juri Belikov
2022	C	`conf`	Explainable AI based Fault Detection and Diagnosis System for Air Handling Units. ICINCO Juri Belikov, Molika Meas, Ram Machlev, Ahmet Kose, Aleksei Tepljakov, Lauri Loo, Eduard Petlenkov, Yoash Levron
2022	—	`conf`	Impact of the COVID-19 Pandemic on the Energy Use and Performance in Commercial Buildings. TSP Juri Belikov, Ahmet Köse, Eduard Petlenkov, Aleksei Tepljakov, Lauri Loo
2022	J	`jnl`	ReImagine Lab: Bridging the Gap Between Hands-On, Virtual and Remote Control Engineering Laboratories Using Digital Twins and Extended Reality. IEEE Access Saleh Alsaleh, Aleksei Tepljakov, Ahmet Köse, Juri Belikov, Eduard Petlenkov
2022	J	`jnl`	Real-Time Regulation of Beam-Based Feedback: Implementing an FPGA Solution for a Continuous Wave Linear Accelerator. Sensors Andrei Maalberg, Michael Kuntzsch, Eduard Petlenkov
2022	C	`conf`	Regulation of the Linear Accelerator ELBE Exploiting Continuous Wave Mode of a Superconducting RF Cavity. ACC Andrei Maalberg, Michael Kuntzsch, Eduard Petlenkov
2022	—	`conf`	Reinforcement Learning based MIMO Controller for Virtual Inertia Control in Isolated Microgrids. ISGT-Europe Vjatseslav Skiparev, Juri Belikov, Eduard Petlenkov, Yoash Levron
2022	—	`conf`	Robust FOPID Stabilization for Smith Predictor Structures. CDC Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
2022	J	`jnl`	Robust Stability Analysis of Interval Fractional-Order Plants With Interval Time Delay and General Form of Fractional-Order Controllers. IEEE Control. Syst. Lett. Majid Ghorbani, Mahsan Tavakoli-Kakhki, Aleksei Tepljakov, Eduard Petlenkov, Arash Farnam, Guillaume Crevecoeur
2022	J	`jnl`	Robust stability testing function for a complex interval family of fractional-order polynomials. J. Frankl. Inst. Majid Ghorbani, Hossein Rezaei, Aleksei Tepljakov, Eduard Petlenkov
2022	—	`conf`	Self Assessment Tool to Bridge the Gap Between XR Technology, SMEs, and HEIs. XR (1) Ahmet Köse, Aleksei Tepljakov, Saleh Alsaleh, Eduard Petlenkov
2021	J	`jnl`	Boundary Mittag-Leffler stabilization of coupled time fractional order reaction-advection-diffusion systems with non-constant coefficients. Syst. Control. Lett. Juan Chen, Aleksei Tepljakov, Eduard Petlenkov, YangQuan Chen, Bo Zhuang
2021	J	`jnl`	Evaluation of Deep Neural Network Compression Methods for Edge Devices Using Weighted Score-Based Ranking Scheme. Sensors Olutosin Ajibola Ademola, Mairo Leier, Eduard Petlenkov
2021	—	`conf`	Genetic Programming based Identification of an Industrial Process. TSP Maksimilian Tarasevich, Aleksei Tepljakov, Eduard Petlenkov, Vitali Vansovits
2021	J	`jnl`	Hardware-in-the-Loop Test of an Open-Loop Fuzzy Control Method for Decoupled Electrohydraulic Antilock Braking System. IEEE Trans. Fuzzy Syst. Andrei Aksjonov, Vincenzo Ricciardi, Klaus Augsburg, Valery Vodovozov, Eduard Petlenkov
2021	—	`conf`	Intelligent Virtual Environments with Assessment of User Experiences. ICAISC (1) Ahmet Köse, Aleksei Tepljakov, Eduard Petlenkov
2021	—	`conf`	Towards Artificial Intelligence Driven Immersive Environments in Virtual Reality for Industrial Applications. TSP Saleh Alsaleh, Aleksei Tepljakov, Mart Tamre, Eduard Petlenkov
2021	J	`jnl`	Towards Industrialization of FOPID Controllers: A Survey on Milestones of Fractional-Order Control and Pathways for Future Developments. IEEE Access Aleksei Tepljakov, Baris Baykant Alagöz, Celaleddin Yeroglu, Emmanuel A. Gonzalez, S. Hassan HosseinNia, Eduard Petlenkov, Abdullah Ates, Martin Cech
2020	J	`jnl`	A NARX Model Reference Adaptive Control Scheme: Improved Disturbance Rejection Fractional-Order PID Control of an Experimental Magnetic Levitation System. Algorithms Hossein Alimohammadi, Baris Baykant Alagöz, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov
2020	J	`jnl`	Boundary state and output feedbacks for underactuated systems of coupled time-fractional PDEs with different space-dependent diffusivity. Int. J. Syst. Sci. Juan Chen, Aleksei Tepljakov, Eduard Petlenkov, Bo Zhuang
2020	—	`conf`	FOMCONpy: Fractional-order Modelling and Control Library for Python. TSP Tobechukwu Onyedi, Aleksei Tepljakov, Eduard Petlenkov
2020	C	`conf`	Fuzzy Gradient Control of Electric Vehicles at Blended Braking with Volatile Driving Conditions. ICINCO Valery Vodovozov, Eduard Petlenkov, Andrei Aksjonov, Zoja Raud
2020	—	`ed.`	Joint Proceedings of 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 . Doctoral Consortium/Forum@DB&IS Raimundas Matulevicius, Tarmo Robal, Hele-Mai Haav, Riina Maigre, Eduard Petlenkov
2020	—	`conf`	Modeling and Identification of an Industrial Hot Water Boiler. TSP Maksimilian Tarasevich, Aleksei Tepljakov, Eduard Petlenkov, Vitali Vansovits
2020	J	`jnl`	Multi-Loop Model Reference Proportional Integral Derivative Controls: Design and Performance Evaluations. Algorithms Baris Baykant Alagöz, Aleksei Tepljakov, Eduard Petlenkov, Celaleddin Yeroglu
2020	—	`conf`	Real Time Data Communication for Intelligent Extended Reality Applications. CIVEMSA Ahmet Köse, Aleksei Tepljakov, Eduard Petlenkov
2020	—	`conf`	Reinforcement Learning based Approach for Virtual Inertia Control in Microgrids with Renewable Energy Sources. ISGT-Europe Vjatseslav Skiparev, Juri Belikov, Eduard Petlenkov
2020	—	`conf`	Simulation Study of Electric Vehicles at Fuzzy PID Control of Braking Torque. ICINCO (Selected Papers) Valery Vodovozov, Eduard Petlenkov, Andrei Aksjonov, Zoja Raud
2019	—	`conf`	Deep Learning for Detection of Pavement Distress using Nonideal Photographic Images. TSP Aleksei Tepljakov, Andri Riid, Rene Pihlak, Kristina Vassiljeva, Eduard Petlenkov
2019	J	`jnl`	Detection and Evaluation of Driver Distraction Using Machine Learning and Fuzzy Logic. IEEE Trans. Intell. Transp. Syst. Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov, Martin Herrmann
2019	—	`conf`	Dynamic Predictive Modeling Approach of User Behavior in Virtual Reality based Application. MED Ahmet Köse, Aleksei Tepljakov, Eduard Petlenkov
2019	—	`conf`	Feature Engineering for Short-Term Forecast of Energy Consumption. ISGT Europe Margarita Spichakova, Juri Belikov, Kalvi Nõu, Eduard Petlenkov
2019	—	`conf`	NN-SANARX Model Based Control of a Water Tank System Using Embedded Microcontroller Arduino. IDAACS Vjatseslav Skiparev, Juri Belikov, Eduard Petlenkov
2019	—	`conf`	Speed Control of Electric Vehicle Propulsion with Autotuning at Changeable Driving Modes and Road Conditions. ICM Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Zoja Raud, Eduard Petlenkov
2019	J	`jnl`	Stabilization and Stability Robustness of Coupled Non-Constant Parameter Time Fractional PDEs. IEEE Access Juan Chen, Aleksei Tepljakov, Eduard Petlenkov, YangQuan Chen, Bo Zhuang
2019	J	`jnl`	Time-domain identification of One Noninteger Order Plus Time Delay models from step response measurements. Int. J. Model. Simul. Sci. Comput. Baris Baykant Alagöz, Aleksei Tepljakov, Abdullah Ates, Eduard Petlenkov, Celaleddin Yeroglu
2019	—	`conf`	Towards Assessment of Behavioral Patterns in a Virtual Reality Environment. AVR (1) Ahmet Kose, Aleksei Tepljakov, Mihkel Abel, Eduard Petlenkov
2018	C	`conf`	A Method for Detection and Evaluation of Driver Distraction Induced by In-Vehicle Information Systems. IECON Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov
2018	C	`conf`	An Enhancement of the Driver Distraction Detection and Evaluation Method Based on Computational Intelligence Algorithms. INDIN Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov
2018	—	`conf`	Grey Box Identification of Fractional-order System Models from Frequency Domain Data. TSP Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
2018	—	`conf`	In-vehicle information system as a driver's secondary activity: Case study. AMC Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov
2018	J	`jnl`	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 System. J. Circuits Syst. Comput. Aleksei Tepljakov, Baris Baykant Alagöz, Emmanuel A. Gonzalez, Eduard Petlenkov, Celaleddin Yeroglu
2018	C	`conf`	Motivating students to avoid academic dishonesty in learning engineering courses. EDUCON Zoja Raud, Valery Vodovozov, Aleksandr Serbin, Eduard Petlenkov
2018	—	`conf`	Towards Assisting Interactive Reality - Interactive Reality for Education, Data Analysis and Industry. AVR (2) Ahmet Kose, Aleksei Tepljakov, Eduard Petlenkov
2017	—	`conf`	A method of driver distraction evaluation using fuzzy logic: Phone usage as a driver's secondary activity: Case study. ICAT Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov, Martin Herrmann
2017	—	`conf`	A theoretical investigation on consideration of initial conditions in fractional-order transfer function modeling. TSP Baris Baykant Alagöz, Aleksei Tepljakov, Eduard Petlenkov, Celaleddin Yeroglu
2017	B	`conf`	Computational intelligence approach for estimation of vehicle insurance risk level. IJCNN Kristina Vassiljeva, Aleksei Tepljakov, Eduard Petlenkov, Eduard Netsajev
2017	—	`conf`	Control-oriented identification using maximum likelihood for a district heating plant. ASCC Boris I. Godoy, Vitali Vansovits, Aleksei Tepljakov, Eduard Petlenkov, Kristina Vassiljeva
2017	C	`conf`	Design of a MATLAB-based teaching tool in introductory fractional-order systems and controls. FIE Aleksei Tepljakov, Eduard Petlenkov, Emmanuel A. Gonzalez, Ivo Petrás
2017	J	`jnl`	Digital Realization of Retuning Fractional-Order Controllers for an Existing Closed-Loop Control System. J. Circuits Syst. Comput. Aleksei Tepljakov, Eduard Petlenkov, Emmanuel A. Gonzalez, Juri Belikov
2017	C	`conf`	Model-based control design for a district heating plant. INDIN Vitali Vansovits, Boris I. Godoy, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov
2017	—	`conf`	Multi-Loop model reference adaptive control of fractional-order PID control systems. TSP Baris Baykant Alagöz, Aleksei Tepljakov, Eduard Petlenkov, Celaleddin Yeroglu
2017	—	`conf`	Virtual Reality Meets Intelligence in Large Scale Architecture. AVR (2) Ahmet Kose, Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva
2016	—	`conf`	Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples. DSMP Kristina Vassiljeva, Eduard Petlenkov, Vitali Vansovits, Aleksei Tepljakov
2016	—	`conf`	Digital implementation of retuning fractional controllers for an existing closed-loop magnetic levitation control system. TSP Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
2016	B	`conf`	System identification models and using neural networks for Ground Source Heat Pump with Ground Temperature Modeling. IJCNN Ahmet Kose, Eduard Petlenkov
2016	C	`conf`	Towards an intelligent control system for district heating plants: Design and implementation of a fuzzy logic based control loop. INDIN Vitali Vansovits, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov
2015	—	`conf`	FOPID controller tuning for fractional FOPDT plants subject to design specifications in the frequency domain. ECC Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
2015	C	`conf`	NN-ANARX model based control of liquid level using visual feedback. INDIN Kristina Vassiljeva, Aleksei Tepljakov, Eduard Petlenkov
2015	J	`jnl`	NN-SANARX model based control of a multi tank liquid-level system. Int. J. Comput. Intell. Syst. Juri Belikov, Eduard Petlenkov
2015	C	`conf`	Robust FOPI and FOPID controller design for FFOPDT plants in embedded control applications using frequency-domain analysis. ACC Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
2014	C	`conf`	Application of MPC to industrial water boiler control system in district heat plant. ICARCV Vitali Vansovits, Eduard Petlenkov, Kristina Vassiljeva, Aleksei Tepljakov, Juri Belikov
2014	B	`conf`	Application of genetic algorithms to neural networks based control of a liquid level tank system. IJCNN Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
2014	C	`conf`	Design of retuning fractional PID controllers for a closed-loop magnetic levitation control system. ICARCV Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Emmanuel A. Gonzalez
2014	—	`conf`	Embedded system implementation of digital fractional filter approximations for control applications. MIXDES Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
2013	—	`conf`	Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System. ICMLA (1) Juri Belikov, Sven Nomm, Eduard Petlenkov, Kristina Vassiljeva
2013	—	`conf`	Computational Intelligence Methods Based Design of Closed-Loop System. ICONIP (1) Juri Belikov, Eduard Petlenkov, Kristina Vassiljeva, Sven Nõmm
2013	C	`conf`	Design and implementation of fractional-order PID controllers for a fluid tank system. ACC Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Miroslav Halás
2013	—	`conf`	Digital fractional-order control of a position servo. MIXDES Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Sergei Astapov
2013	—	`conf`	Fractional-order controller design and digital implementation using FOMCON toolbox for MATLAB. CACSD Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Jevgeni Finajev
2012	B	`conf`	Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. IJCNN Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov
2012	—	`conf`	Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm. ICONIP (1) Kristina Vassiljeva, Eduard Petlenkov, Sven Nomm
2012	B	`conf`	GA based optimization of NN-SANARX model for adaptive control of nonlinear systems. IJCNN Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov
2011	—	`conf`	Genetic Algorithm Based Structure Identification for Feedback Control of Nonlinear MIMO Systems. ICAIS Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
2011	B	`conf`	Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems. IJCNN Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
2011	B	`conf`	Neuro-fuzzy dynamic pole placement control of nonlinear discrete-time systems. IJCNN Juri Belikov, Eduard Petlenkov
2011	—	`conf`	Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function. ICCA Sven Nomm, Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
2010	C	`conf`	Neural network based minimal state-space representation of nonlinear MIMO systems for feedback control. ICARCV Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov
2010	B	`conf`	State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models. IJCNN Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov
2009	—	`conf`	Dynamic pole placement based control of nonlinear discrete time systems with input delay. CCA/ISIC Juri Belikov, Eduard Petlenkov
2009	—	`conf`	Model reference control of nonlinear TITO systems by dynamic output feedback linearization of neural network based ANARX models. CCA/ISIC Juri Belikov, Eduard Petlenkov
2009	—	`conf`	NN-ANARX model based control of nonlinear discrete-time systems with input delay. CCA/ISIC Juri Belikov, Eduard Petlenkov
2008	B	`conf`	Application of self organizing Kohonen map to detection of surgeon motions during endoscopic surgery. IJCNN Eduard Petlenkov, Sven Nomm, Juri Vain, Fujio Miyawaki
2008	C	`conf`	Calculation of the control signal in MIMO NN-based ANARX models: Analytical approach. ICARCV Juri Belikov, Eduard Petlenkov
2008	C	`conf`	Dynamic output feedback linearization based adaptive control of nonlinear MIMO systems. ACC Eduard Petlenkov, Juri Belikov, Sven Nomm, Malgorzata Wyrwas
2008	C	`conf`	Model reference control of nonlinear systems by dynamic output feedback linearization of neural network based ANARX models. ICARCV Eduard Petlenkov
2006	C	`conf`	Neural Networks Based ANARX Structure for Identification and Model Based Control. ICARCV Eduard Petlenkov, Sven Nomm, Ülle Kotta