Eduard Petlenkov

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 80

Top Venues

Publications

Hossein Alimohammadi, Kristina Vassiljeva, S. Hassan HosseinNia, Eduard Petlenkov
Harvesting Energy and Stability Insights in Internally Coupled Resonator Systems. AMC (2024)
Hossein Alimohammadi, Kristina Vassiljeva, S. Hassan HosseinNia, Eduard Petlenkov
Enhancing Bandgap Depth in Locally Resonant Metastructures via Notch-Filtered Piezoelectric Actuation. ICIT (2024)
Valery Vodovozov, Zoja Raud, Eduard Petlenkov
Active Blended Learning as a Tool Focused on Industry 5.0 at EuroTeQ Engineering University. EDUCON (2024)
Abiodun E. Onile, Eduard Petlenkov, Yoash Levron, Juri Belikov
Smartgrid-based hybrid digital twins framework for demand side recommendation service provision in distributed power systems. Future Gener. Comput. Syst. 156 (2024)
Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
Extended fractional singular kalman filter. Appl. Math. Comput. 448 (2023)
Majid Ghorbani, Mahsan Tavakoli-Kakhki, Aleksei Tepljakov, Eduard Petlenkov
Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process. IEEE CAA J. Autom. Sinica 10 (3) (2023)
Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
Stabilizing region of fractional-order proportional integral derivative controllers for interval fractional-order plants. Trans. Inst. Meas. Control 45 (3) (2023)
Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
Robust D-Stability Analysis of Fractional-Order Controllers. ACC (2023)
Hossein Nourollahi Hokmabad, Oleksandr Husev, Dmitri Vinnikov, Juri Belikov, Eduard Petlenkov
Day-ahead PV Output Power Forecasting Utilizing Boosting Recursive LightGBM-LSTM Framework. ISGT EUROPE (2023)
Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
Penalized Least-Squares Method for LQR Problem of Singular Systems. CDC (2023)
Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
On robust stability analysis of interval time delay systems using delayed controllers. ECC (2023)
Abiodun E. Onile, Juri Belikov, Eduard Petlenkov, Yoash Levron
Applications of Digital Twins for Demand Side Recommendation Scheme with Consumer Comfort Constraints. ISGT EUROPE (2023)
Abiodun E. Onile, Juri Belikov, Eduard Petlenkov, Yoash Levron
Leveraging Digital Twins and Demand Side Recommender Chatbot for Optimizing Smart Grid Energy Efficiency. ISGT Asia (2023)
Abiodun E. Onile, Juri Belikov, Eduard Petlenkov, Yoash Levron
Emerging Role of Industry 5.0 Digital Twins in Demand Response Electricity Market and Applications. ISGT EUROPE (2023)
Komeil Nosrati, Juri Belikov, Aleksei Tepljakov, Eduard Petlenkov
Optimal Robust Filter of Uncertain Fractional Order Systems: A Penalized Deterministic Approach. IEEE Control. Syst. Lett. 7 (2023)
Ahmet Köse, Aleksei Tepljakov, Saleh Alsaleh, Eduard Petlenkov
The Experience of A Self-Assessment Tool for Enhancing XR Technology Adoption in SMEs and HEIs across Europe. XR (1) (2023)
Olutosin Ajibola Ademola, Eduard Petlenkov, Mairo Leier
Resource-Aware Scene Text Recognition Using Learned Features, Quantization, and Contour-Based Character Extraction. IEEE Access 11 (2023)
Juri Belikov, Ahmet Köse, Eduard Petlenkov, Aleksei Tepljakov, Lauri Loo
Impact of the COVID-19 Pandemic on the Energy Use and Performance in Commercial Buildings. TSP (2022)
Juri Belikov, Molika Meas, Ram Machlev, Ahmet Kose, Aleksei Tepljakov, Lauri Loo, Eduard Petlenkov, Yoash Levron
Explainable AI based Fault Detection and Diagnosis System for Air Handling Units. ICINCO (2022)
Vjatseslav Skiparev, Juri Belikov, Eduard Petlenkov, Yoash Levron
Reinforcement Learning based MIMO Controller for Virtual Inertia Control in Isolated Microgrids. ISGT-Europe (2022)
Ahmet Köse, Aleksei Tepljakov, Saleh Alsaleh, Eduard Petlenkov
Self Assessment Tool to Bridge the Gap Between XR Technology, SMEs, and HEIs. XR (1) (2022)
Saleh Alsaleh, Aleksei Tepljakov, Ahmet Köse, Juri Belikov, Eduard Petlenkov
ReImagine Lab: Bridging the Gap Between Hands-On, Virtual and Remote Control Engineering Laboratories Using Digital Twins and Extended Reality. IEEE Access 10 (2022)
Valery Vodovozov, Zoja Raud, Eduard Petlenkov
Active Learning of Students with Diverse Goals and Backgrounds in the Light of Industry 4.0 Requirements. EDUCON (2022)
Majid Ghorbani, Hossein Rezaei, Aleksei Tepljakov, Eduard Petlenkov
Robust stability testing function for a complex interval family of fractional-order polynomials. J. Frankl. Inst. 359 (17) (2022)
Morsy Nour, Gaber Magdy, José Pablo Chaves-Ávila, Álvaro Sánchez Miralles, Eduard Petlenkov
Automatic Generation Control of a Future Multisource Power System Considering High Renewables Penetration and Electric Vehicles: Egyptian Power System in 2035. IEEE Access 10 (2022)
Majid Ghorbani, Mahsan Tavakoli-Kakhki, Aleksei Tepljakov, Eduard Petlenkov, Arash Farnam, Guillaume Crevecoeur
Robust Stability Analysis of Interval Fractional-Order Plants With Interval Time Delay and General Form of Fractional-Order Controllers. IEEE Control. Syst. Lett. 6 (2022)
Molika Meas, Ram Machlev, Ahmet Kose, Aleksei Tepljakov, Lauri Loo, Yoash Levron, Eduard Petlenkov, Juri Belikov
Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI). Sensors 22 (17) (2022)
Majid Ghorbani, Aleksei Tepljakov, Eduard Petlenkov
Robust FOPID Stabilization for Smith Predictor Structures. CDC (2022)
Andrea Ferrantelli, Juri Belikov, Eduard Petlenkov, Martin Thalfeldt, Jarek Kurnitski
Evaluating the Energy Readiness of National Building Stocks Through Benchmarking. IEEE Access 10 (2022)
Komeil Nosrati, Aleksei Tepljakov, Eduard Petlenkov, Yoash Levron, Vjatseslav Skiparev, Juri Belikov
Coordinated PI-based frequency deviation control of isolated hybrid microgrid: An online multi-agent tuning approach via reinforcement learning. ISGT-Europe (2022)
Andrei Maalberg, Michael Kuntzsch, Eduard Petlenkov
Regulation of the Linear Accelerator ELBE Exploiting Continuous Wave Mode of a Superconducting RF Cavity. ACC (2022)
Vitali Vansovits, Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, Juri Belikov
Bridging the Gap in Technology Transfer for Advanced Process Control with Industrial Applications. Sensors 22 (11) (2022)
Olutosin Ajibola Ademola, Eduard Petlenkov, Mairo Leier
Ensemble of Tensor Train Decomposition and Quantization Methods for Deep Learning Model Compression. IJCNN (2022)
Baris Baykant Alagöz, Ozlem Imik Simsek, Davut Ari, Aleksei Tepljakov, Eduard Petlenkov, Hossein Alimohammadi
An Evolutionary Field Theorem: Evolutionary Field Optimization in Training of Power-Weighted Multiplicative Neurons for Nitrogen Oxides-Sensitive Electronic Nose Applications. Sensors 22 (10) (2022)
Andrei Maalberg, Michael Kuntzsch, Eduard Petlenkov
Real-Time Regulation of Beam-Based Feedback: Implementing an FPGA Solution for a Continuous Wave Linear Accelerator. Sensors 22 (16) (2022)
Olutosin Ajibola Ademola, Mairo Leier, Eduard Petlenkov
Evaluation of Deep Neural Network Compression Methods for Edge Devices Using Weighted Score-Based Ranking Scheme. Sensors 21 (22) (2021)
Andrei Aksjonov, Vincenzo Ricciardi, Klaus Augsburg, Valery Vodovozov, Eduard Petlenkov
Hardware-in-the-Loop Test of an Open-Loop Fuzzy Control Method for Decoupled Electrohydraulic Antilock Braking System. IEEE Trans. Fuzzy Syst. 29 (5) (2021)
Aleksei Tepljakov, Baris Baykant Alagöz, Celaleddin Yeroglu, Emmanuel A. Gonzalez, S. Hassan HosseinNia, Eduard Petlenkov, Abdullah Ates, Martin Cech
Towards Industrialization of FOPID Controllers: A Survey on Milestones of Fractional-Order Control and Pathways for Future Developments. IEEE Access 9 (2021)
Maksimilian Tarasevich, Aleksei Tepljakov, Eduard Petlenkov, Vitali Vansovits
Genetic Programming based Identification of an Industrial Process. TSP (2021)
Saleh Alsaleh, Aleksei Tepljakov, Mart Tamre, Eduard Petlenkov
Towards Artificial Intelligence Driven Immersive Environments in Virtual Reality for Industrial Applications. TSP (2021)
Ahmet Köse, Aleksei Tepljakov, Eduard Petlenkov
Intelligent Virtual Environments with Assessment of User Experiences. ICAISC (1) (2021)
Juan Chen, Aleksei Tepljakov, Eduard Petlenkov, YangQuan Chen, Bo Zhuang
Boundary Mittag-Leffler stabilization of coupled time fractional order reaction-advection-diffusion systems with non-constant coefficients. Syst. Control. Lett. 149 (2021)
Tobechukwu Onyedi, Aleksei Tepljakov, Eduard Petlenkov
FOMCONpy: Fractional-order Modelling and Control Library for Python. TSP (2020)
Maksimilian Tarasevich, Aleksei Tepljakov, Eduard Petlenkov, Vitali Vansovits
Modeling and Identification of an Industrial Hot Water Boiler. TSP (2020)
Baris Baykant Alagöz, Aleksei Tepljakov, Eduard Petlenkov, Celaleddin Yeroglu
Multi-Loop Model Reference Proportional Integral Derivative Controls: Design and Performance Evaluations. Algorithms 13 (2) (2020)
Hossein Alimohammadi, Baris Baykant Alagöz, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov
A NARX Model Reference Adaptive Control Scheme: Improved Disturbance Rejection Fractional-Order PID Control of an Experimental Magnetic Levitation System. Algorithms 13 (8) (2020)
Vjatseslav Skiparev, Juri Belikov, Eduard Petlenkov
Reinforcement Learning based Approach for Virtual Inertia Control in Microgrids with Renewable Energy Sources. ISGT-Europe (2020)
Valery Vodovozov, Eduard Petlenkov, Andrei Aksjonov, Zoja Raud
Simulation Study of Electric Vehicles at Fuzzy PID Control of Braking Torque. ICINCO (Selected Papers) (2020)
Valery Vodovozov, Eduard Petlenkov, Andrei Aksjonov, Zoja Raud
Fuzzy Gradient Control of Electric Vehicles at Blended Braking with Volatile Driving Conditions. ICINCO (2020)
Juan Chen, Aleksei Tepljakov, Eduard Petlenkov, Bo Zhuang
Boundary state and output feedbacks for underactuated systems of coupled time-fractional PDEs with different space-dependent diffusivity. Int. J. Syst. Sci. 51 (15) (2020)
Ahmet Köse, Aleksei Tepljakov, Eduard Petlenkov
Real Time Data Communication for Intelligent Extended Reality Applications. CIVEMSA (2020)
Ahmet Kose, Aleksei Tepljakov, Mihkel Abel, Eduard Petlenkov
Towards Assessment of Behavioral Patterns in a Virtual Reality Environment. AVR (1) (2019)
Aleksei Tepljakov, Andri Riid, Rene Pihlak, Kristina Vassiljeva, Eduard Petlenkov
Deep Learning for Detection of Pavement Distress using Nonideal Photographic Images. TSP (2019)
Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Zoja Raud, Eduard Petlenkov
Speed Control of Electric Vehicle Propulsion with Autotuning at Changeable Driving Modes and Road Conditions. ICM (2019)
Vjatseslav Skiparev, Juri Belikov, Eduard Petlenkov
NN-SANARX Model Based Control of a Water Tank System Using Embedded Microcontroller Arduino. IDAACS (2019)
Ahmet Köse, Aleksei Tepljakov, Eduard Petlenkov
Dynamic Predictive Modeling Approach of User Behavior in Virtual Reality based Application. MED (2019)
Juan Chen, Aleksei Tepljakov, Eduard Petlenkov, YangQuan Chen, Bo Zhuang
Stabilization and Stability Robustness of Coupled Non-Constant Parameter Time Fractional PDEs. IEEE Access 7 (2019)
Baris Baykant Alagöz, Aleksei Tepljakov, Abdullah Ates, Eduard Petlenkov, Celaleddin Yeroglu
Time-domain identification of One Noninteger Order Plus Time Delay models from step response measurements. Int. J. Model. Simul. Sci. Comput. 10 (1) (2019)
Margarita Spichakova, Juri Belikov, Kalvi Nõu, Eduard Petlenkov
Feature Engineering for Short-Term Forecast of Energy Consumption. ISGT Europe (2019)
Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov, Martin Herrmann
Detection and Evaluation of Driver Distraction Using Machine Learning and Fuzzy Logic. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Zoja Raud, Valery Vodovozov, Aleksandr Serbin, Eduard Petlenkov
Motivating students to avoid academic dishonesty in learning engineering courses. EDUCON (2018)
Ahmet Kose, Aleksei Tepljakov, Eduard Petlenkov
Towards Assisting Interactive Reality - Interactive Reality for Education, Data Analysis and Industry. AVR (2) (2018)
Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov
In-vehicle information system as a driver's secondary activity: Case study. AMC (2018)
Aleksei Tepljakov, Baris Baykant Alagöz, Emmanuel A. Gonzalez, Eduard Petlenkov, Celaleddin Yeroglu
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. 27 (11) (2018)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Grey Box Identification of Fractional-order System Models from Frequency Domain Data. TSP (2018)
Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov
An Enhancement of the Driver Distraction Detection and Evaluation Method Based on Computational Intelligence Algorithms. INDIN (2018)
Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov
A Method for Detection and Evaluation of Driver Distraction Induced by In-Vehicle Information Systems. IECON (2018)
Baris Baykant Alagöz, Aleksei Tepljakov, Eduard Petlenkov, Celaleddin Yeroglu
A theoretical investigation on consideration of initial conditions in fractional-order transfer function modeling. TSP (2017)
Vitali Vansovits, Boris I. Godoy, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov
Model-based control design for a district heating plant. INDIN (2017)
Kristina Vassiljeva, Aleksei Tepljakov, Eduard Petlenkov, Eduard Netsajev
Computational intelligence approach for estimation of vehicle insurance risk level. IJCNN (2017)
Boris I. Godoy, Vitali Vansovits, Aleksei Tepljakov, Eduard Petlenkov, Kristina Vassiljeva
Control-oriented identification using maximum likelihood for a district heating plant. ASCC (2017)
Aleksei Tepljakov, Eduard Petlenkov, Emmanuel A. Gonzalez, Ivo Petrás
Design of a MATLAB-based teaching tool in introductory fractional-order systems and controls. FIE (2017)
Baris Baykant Alagöz, Aleksei Tepljakov, Eduard Petlenkov, Celaleddin Yeroglu
Multi-Loop model reference adaptive control of fractional-order PID control systems. TSP (2017)
Ahmet Kose, Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva
Virtual Reality Meets Intelligence in Large Scale Architecture. AVR (2) (2017)
Aleksei Tepljakov, Eduard Petlenkov, Emmanuel A. Gonzalez, Juri Belikov
Digital Realization of Retuning Fractional-Order Controllers for an Existing Closed-Loop Control System. J. Circuits Syst. Comput. 26 (10) (2017)
Andrei Aksjonov, Pavel Nedoma, Valery Vodovozov, Eduard Petlenkov, Martin Herrmann
A method of driver distraction evaluation using fuzzy logic: Phone usage as a driver's secondary activity: Case study. ICAT (2017)
Kristina Vassiljeva, Eduard Petlenkov, Vitali Vansovits, Aleksei Tepljakov
Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples. DSMP (2016)
Ahmet Kose, Eduard Petlenkov
System identification models and using neural networks for Ground Source Heat Pump with Ground Temperature Modeling. IJCNN (2016)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Digital implementation of retuning fractional controllers for an existing closed-loop magnetic levitation control system. TSP (2016)
Vitali Vansovits, Aleksei Tepljakov, Kristina Vassiljeva, Eduard Petlenkov
Towards an intelligent control system for district heating plants: Design and implementation of a fuzzy logic based control loop. INDIN (2016)
Juri Belikov, Eduard Petlenkov
NN-SANARX model based control of a multi tank liquid-level system. Int. J. Comput. Intell. Syst. 8 (2) (2015)
Kristina Vassiljeva, Aleksei Tepljakov, Eduard Petlenkov
NN-ANARX model based control of liquid level using visual feedback. INDIN (2015)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Robust FOPI and FOPID controller design for FFOPDT plants in embedded control applications using frequency-domain analysis. ACC (2015)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
FOPID controller tuning for fractional FOPDT plants subject to design specifications in the frequency domain. ECC (2015)
Vitali Vansovits, Eduard Petlenkov, Kristina Vassiljeva, Aleksei Tepljakov, Juri Belikov
Application of MPC to industrial water boiler control system in district heat plant. ICARCV (2014)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Embedded system implementation of digital fractional filter approximations for control applications. MIXDES (2014)
Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
Application of genetic algorithms to neural networks based control of a liquid level tank system. IJCNN (2014)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Emmanuel A. Gonzalez
Design of retuning fractional PID controllers for a closed-loop magnetic levitation control system. ICARCV (2014)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Sergei Astapov
Digital fractional-order control of a position servo. MIXDES (2013)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Jevgeni Finajev
Fractional-order controller design and digital implementation using FOMCON toolbox for MATLAB. CACSD (2013)
Juri Belikov, Sven Nomm, Eduard Petlenkov, Kristina Vassiljeva
Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System. ICMLA (1) (2013)
Juri Belikov, Eduard Petlenkov, Kristina Vassiljeva, Sven Nõmm
Computational Intelligence Methods Based Design of Closed-Loop System. ICONIP (1) (2013)
Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov, Miroslav Halás
Design and implementation of fractional-order PID controllers for a fluid tank system. ACC (2013)
Kristina Vassiljeva, Eduard Petlenkov, Sven Nomm
Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm. ICONIP (1) (2012)
Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov
Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. IJCNN (2012)
Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov
GA based optimization of NN-SANARX model for adaptive control of nonlinear systems. IJCNN (2012)
Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
Genetic Algorithm Based Structure Identification for Feedback Control of Nonlinear MIMO Systems. ICAIS (2011)
Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems. IJCNN (2011)
Sven Nomm, Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov
Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function. ICCA (2011)
Juri Belikov, Eduard Petlenkov
Neuro-fuzzy dynamic pole placement control of nonlinear discrete-time systems. IJCNN (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eduard Petlenkov