Eduard Petlenkov

发表

Neural Networks Based ANARX Structure for Identification and Model Based Control

Ülle Kotta, Eduard Petlenkov, Sven Nomm, 2006, 2006 9th International Conference on Control, Automation, Robotics and Vision.

Stabilization and Stability Robustness of Coupled Non-Constant Parameter Time Fractional PDEs

Eduard Petlenkov, Juan Chen, Aleksei Tepljakov, 2019, IEEE Access.

Genetic Algorithm Based Structure Identification for Feedback Control of Nonlinear MIMO Systems

Eduard Petlenkov, Kristina Vassiljeva, Juri Belikov, 2011, ICAIS.

State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models

Eduard Petlenkov, Kristina Vassiljeva, Juri Belikov, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Incorporation of fractional-order dynamics into an existing PI/PID DC motor control loop.

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2016, ISA transactions.

Neural network based dynamic pole placement control of nonlinear systems

Eduard Petlenkov, Juri Belikov, 2009, 2009 IEEE International Conference on Control and Automation.

GA based optimization of NN-SANARX model for adaptive control of nonlinear systems

Eduard Petlenkov, Kristina Vassiljeva, Juri Belikov, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Calculation of the control signal in MIMO NN-based ANARX models: Analytical approach

Eduard Petlenkov, Juri Belikov, 2008, 2008 10th International Conference on Control, Automation, Robotics and Vision.

A method of driver distraction evaluation using fuzzy logic: Phone usage as a driver's secondary activity: Case study

Andrei Aksjonov, Valery Vodovozov, Martin Herrmann, 2017, 2017 XXVI International Conference on Information, Communication and Automation Technologies (ICAT).

Neural Network based System for Real-time Organ Recognition during Surgical Operation

Eduard Petlenkov, Fujio Miyawaki, Igor Artemchuk, 2011 .

Model-based control design for a district heating plant

Boris I. Godoy, Eduard Petlenkov, Aleksei Tepljakov, 2017, 2017 IEEE 15th International Conference on Industrial Informatics (INDIN).

A theoretical investigation on consideration of initial conditions in fractional-order transfer function modeling

Eduard Petlenkov, Aleksei Tepljakov, Baris Baykant Alagöz, 2017, 2017 40th International Conference on Telecommunications and Signal Processing (TSP).

APPLICATION OF NEURAL NETWORKS BASED ANARX STRUCTURE TO BACKING UP CONTROL OF A TRUCK-TRAILER

Eduard Petlenkov, Juri Belikov, Sven NõTmm, 2007 .

Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System

Eduard Petlenkov, Sven Nomm, Kristina Vassiljeva, 2013, 2013 12th International Conference on Machine Learning and Applications.

Design of a MATLAB-based teaching tool in introductory fractional-order systems and controls

Ivo Petrás, Eduard Petlenkov, Aleksei Tepljakov, 2017, 2017 IEEE Frontiers in Education Conference (FIE).

Neural network based minimal state-space representation of nonlinear MIMO systems for feedback control

Eduard Petlenkov, Kristina Vassiljeva, Juri Belikov, 2010, 2010 11th International Conference on Control Automation Robotics & Vision.

Gain and order scheduled fractional-order PID control of fluid level in a multi-tank system

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2014, ICFDA'14 International Conference on Fractional Differentiation and Its Applications 2014.

Design and experimentation of fuzzy logic control for an anti-lock braking system

Andrei Aksjonov, Valery Vodovozov, Eduard Petlenkov, 2016, 2016 15th Biennial Baltic Electronics Conference (BEC).

Olekutaastajal põhinev anduriteta juhtimine väikestele BLDC mootoriteleObserver Based Sensorless Control of Small BLDC Motors

Eduard Petlenkov, 2019 .

Towards a Synesthesia Laboratory: Real-time Localization and Visualization of a Sound Source for Virtual Reality Applications

Dirk Draheim, Eduard Petlenkov, Aleksei Tepljakov, 2018 .

Three-Dimensional Crane Modelling and Control Using Euler-Lagrange State-Space Approach and Anti-Swing Fuzzy Logic

Andrei Aksjonov, Eduard Petlenkov, Valery Vodovozov, 2015 .

Model reference control of nonlinear systems by dynamic output feedback linearization of neural network based ANARX models

Eduard Petlenkov, 2008, ICARCV.

Control-oriented identification using maximum likelihood for a district heating plant

Boris I. Godoy, Eduard Petlenkov, Aleksei Tepljakov, 2017, 2017 11th Asian Control Conference (ASCC).

Digital implementation of retuning fractional controllers for an existing closed-loop magnetic levitation control system

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2016, 2016 39th International Conference on Telecommunications and Signal Processing (TSP).

Dynamic pole placement based control of nonlinear discrete time systems with input delay

Eduard Petlenkov, Juri Belikov, 2009, 2009 IEEE Control Applications, (CCA) & Intelligent Control, (ISIC).

Sensorless control of the three-dimensional crane using the Euler-Lagrange approach with a built-in state-spaee model

Andrei Aksjonov, Valery Vodovozov, Eduard Petlenkov, 2015, 2015 56th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON).

Application of self organizing Kohonen map to detection of surgeon motions during endoscopic surgery

Eduard Petlenkov, Sven Nomm, Fujio Miyawaki, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Fuzzy Logic Control of Electric Vehicles in Changing Braking Conditions

Andrei Aksjonov, Eduard Petlenkov, Valery Vodovozov, 2020, 2020 XI International Conference on Electrical Power Drive Systems (ICEPDS).

Driver Distraction While Performing A Secondary Task Evaluation Approach Based On Fuzzy Expert System

Andrei Aksjonov, Martin Herrmann, Eduard Petlenkov, 2017 .

Boundary state and output feedbacks for underactuated systems of coupled time-fractional PDEs with different space-dependent diffusivity

Eduard Petlenkov, Aleksei Tepljakov, Bo Zhuang, 2020, Int. J. Syst. Sci..

Design and implementation of fractional-order PID controllers for a fluid tank system

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2013, 2013 American Control Conference.

FOPID Controllers and Their Industrial Applications: A Survey of Recent Results

Baris Baykant Alagoz, Eduard Petlenkov, Aleksei Tepljakov, 2018 .

Digital fractional-order control of a position servo

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2013, Proceedings of the 20th International Conference Mixed Design of Integrated Circuits and Systems - MIXDES 2013.

Torque Control in Blended Antilock Braking Systems of Electric Vehicles

Andrei Aksjonov, Valery Vodovozov, Eduard Petlenkov, 2018, 2018 16th Biennial Baltic Electronics Conference (BEC).

Efficient analog implementations of fractional-order controllers

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2013, Proceedings of the 14th International Carpathian Control Conference (ICCC).

Digital Realization of Retuning Fractional-Order Controllers for an Existing Closed-Loop Control System

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2017, J. Circuits Syst. Comput..

Motivating students to avoid academic dishonesty in learning engineering courses

Valery Vodovozov, Eduard Petlenkov, Zoja Raud, 2018, 2018 IEEE Global Engineering Education Conference (EDUCON).

Elektrienergia tarbimise lühiajaline ennustamine tehisnärvivõrkude abil.Short-Term Load Forecasting Using Artificial Neural Network

Eduard Petlenkov, Margarita Spitšakova, 2019 .

Modeling and Identification of an Industrial Hot Water Boiler

Eduard Petlenkov, Aleksei Tepljakov, Vitali Vansovits, 2020, 2020 43rd International Conference on Telecommunications and Signal Processing (TSP).

FOMCOM: a MATLAB toolbox for fractional-order system identification and control

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2011 .

Virtual Reality Meets Intelligence in Large Scale Architecture

Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, 2017, AVR.

Grey Box Identification of Fractional-order System Models from Frequency Domain Data

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2018, 2018 41st International Conference on Telecommunications and Signal Processing (TSP).

Blended Antilock Braking System Control Method for All-Wheel Drive Electric Sport Utility Vehicle

Klaus Augsburg, Andrei Aksjonov, Eduard Petlenkov, 2020 .

Hardware-in-the-Loop Test of an Open-Loop Fuzzy Control Method for Decoupled Electrohydraulic Antilock Braking System

Vincenzo Ricciardi, Klaus Augsburg, Andrei Aksjonov, 2020, IEEE Transactions on Fuzzy Systems.

NN-SANARX Model Based Control of a Water Tank System Using Embedded Microcontroller Arduino

Eduard Petlenkov, Juri Belikov, Vjatseslav Skiparev, 2019, 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS).

Model reference control of nonlinear MIMO systems by dynamic output feedback linearization of ANARX models

Eduard Petlenkov, Juri Belikov, 2009, 2009 IEEE International Conference on Control and Automation.

Robust PID Controller Design for Continuous-time Systems via Reduced Routh Parameters. Pidevaja süsteemide robustse PID kontrolleri süntees taandatud Routh parameetrite kaudu

Eduard Petlenkov, Juri Belikov, Ulo Nurges, 2019 .

A New Virtual Synchronous Generator Design Based on the SMES System for Frequency Stability of Low-Inertia Power Grids

Eduard Petlenkov, Gaber Magdy, Morsy Nour, 2020, Energies.

Energy saving in centrifugal pumps using mutual pressure and flowrate control

Eduard Petlenkov, Aleksandr Serbin, Valéry Vodovozov, 2017, 2017 IEEE 58th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON).

A NARX Model Reference Adaptive Control Scheme: Improved Disturbance Rejection Fractional-Order PID Control of an Experimental Magnetic Levitation System

Eduard Petlenkov, Aleksei Tepljakov, Baris Baykant Alagöz, 2020, Algorithms.

A Numerical Study for Plant-Independent Evaluation of Fractional-order PID Controller Performance 1 1This study is based upon works from COST Action CA15225, a network supported by COST (European Cooperation in Science and Technology).

Eduard Petlenkov, Aleksei Tepljakov, Celaleddin Yeroglu, 2018 .

Multi-Loop model reference adaptive control of fractional-order PID control systems

Eduard Petlenkov, Aleksei Tepljakov, Baris Baykant Alagöz, 2017, 2017 40th International Conference on Telecommunications and Signal Processing (TSP).

Neuro-fuzzy dynamic pole placement control of nonlinear discrete-time systems

Eduard Petlenkov, Juri Belikov, 2011, The 2011 International Joint Conference on Neural Networks.

Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure

Eduard Petlenkov, Sven Nomm, Kristina Vassiljeva, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

FOMCON: Fractional-order modeling and control toolbox for MATLAB

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2011, Proceedings of the 18th International Conference Mixed Design of Integrated Circuits and Systems - MIXDES 2011.

Research and Development of Computational–Intelligence–Based Safety Systems for Ground Vehicles. Tehisintellekti meetoditel põhinevate ohutussüsteemide uurimine ja arendamine maapealsete sõidukite jaoks

Eduard Petlenkov, Valery Vodovozov, 2019 .

Model reference control of nonlinear TITO systems by dynamic output feedback linearization of neural network based ANARX models

Eduard Petlenkov, Juri Belikov, 2008, 2009 IEEE Control Applications, (CCA) & Intelligent Control, (ISIC).

Deep Learning for Detection of Pavement Distress using Nonideal Photographic Images

Andri Riid, Eduard Petlenkov, Aleksei Tepljakov, 2019, 2019 42nd International Conference on Telecommunications and Signal Processing (TSP).

Speed Control of Electric Vehicle Propulsion with Autotuning at Changeable Driving Modes and Road Conditions

Andrei Aksjonov, Eduard Petlenkov, Valery Vodovozov, 2019, 2019 IEEE International Conference on Mechatronics (ICM).

3D kraana juhtimissüsteem. The Modelling and Control of 3D Crane

Eduard Petlenkov, Valery Vodovozov, 2015 .

NN-SANARX model based control of a multi tank liquid-level system

Eduard Petlenkov, Juri Belikov, 2015, Int. J. Comput. Intell. Syst..

Raamistik inimkäitumise analüüsiks VR rakendustesA Framework for Analysis of Human Behavior in VR-Based Applications

Eduard Petlenkov, Aleksei Tepljakov, Ahmet Kose, 2019 .

Recognition of the Surgeon's Motions During Endoscopic Operation by Statistics Based Algorithm and Neural Networks Based ANARX Models

Eduard Petlenkov, Sven Nomm, Jüri Vain, 2008 .

Fractional-order controller design and digital implementation using FOMCON toolbox for MATLAB

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2013, 2013 IEEE Conference on Computer Aided Control System Design (CACSD).

Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples

Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, 2016, 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP).

Detection and Evaluation of Driver Distraction Using Machine Learning and Fuzzy Logic

Andrei Aksjonov, Valery Vodovozov, Martin Herrmann, 2019, IEEE Transactions on Intelligent Transportation Systems.

Model based control of a water tank system

Eduard Petlenkov, Juri Belikov, 2014 .

Veebipõhise graafilise kastuajaliidese arendus originaalseadmete tootjale (LDI Innovation).The Development of Web-Based Graphical User Interface for the Original Equipment Manufacturer (LDI Innovation)

Eduard Petlenkov, Innokenti Sobolev, 2019 .

Süvaõppe algoritmide võrlemine kasutades tensorflow kerase teekiComparison of Deep Learning Algorithms Using Tensorflow Keras Library

Eduard Petlenkov, 2019 .

Microsoft kinecti rakendamine liigutuste tuvastamiseks interaktiivse virtuaalse puu jaoksMicrosoft Kinect Based Motion Recognition for an Interactive Virtual Tree

Eduard Petlenkov, 2019 .

Real Time Data Communication for Intelligent Extended Reality Applications

Eduard Petlenkov, Aleksei Tepljakov, Ahmet Köse, 2020, 2020 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA).

Design of retuning fractional PID controllers for a closed-loop magnetic levitation control system

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2014, 2014 13th International Conference on Control Automation Robotics & Vision (ICARCV).

Modelling of a Versatile Vehicle Braking System with a Fuzzy PID Torque Controller

Andrei Aksjonov, Eduard Petlenkov, Valery Vodovozov, 2020, 2020 17th Biennial Baltic Electronics Conference (BEC).

Virtuaalsete objektide integreerimine ja liikumiste tuvastamine täiendreaalsusega seotud rakenduste jaoks. Virtual objects integration and motion recognition for augmented reality applications

Robert Hudjakov, Eduard Petlenkov, 2016 .

Tehisnärvivõrkudel põhinev klientide klassifitseerimise ja riskigruppide määramise süsteem liikluskindlustuse jaoks. Vehicle insurance claim data study and forecasting model using Artificial Neural Networks

Eduard Petlenkov, Dmitry Shvarts, 2016 .

Mobiilse sotsiaalvõrgustiku projekteerimine ja arendamine. Kliendi poolDesign and Development of Mobile- Oriented Social Network. Client Side.

Eduard Petlenkov, 2019 .

Dynamic Predictive Modeling Approach of User Behavior in Virtual Reality based Application

Eduard Petlenkov, Aleksei Tepljakov, Ahmet Köse, 2019, 2019 27th Mediterranean Conference on Control and Automation (MED).

Towards Assessment of Behavioral Patterns in a Virtual Reality Environment

Eduard Petlenkov, Aleksei Tepljakov, Ahmet Kose, 2019, AVR.

Väline tarkvaraline simulaator Valmatic automaatjuhtimissüsteemileExternal SIL Simulator for Valmatic Automation System

Eduard Petlenkov, Hando Nurga, 2019 .

Tuning and digital implementation of a fractional-order PD controller for a position servo

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2013 .

Research and Development of Computational–Intelligence–Based Safety Systems for Ground Vehicles

Andrei Aksjonov, Eduard Petlenkov, Valery Vodovozov, 2019 .

FOMCON toolbox for modeling, design and implementation of fractional-order control systems

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2019, Applications in Control.

Fuzzy Gradient Control of Electric Vehicles at Blended Braking with Volatile Driving Conditions

Andrei Aksjonov, Eduard Petlenkov, Valery Vodovozov, 2020, ICINCO.

A Novel Driver Performance Model Based on Machine Learning

Andrei Aksjonov, Martin Herrmann, Eduard Petlenkov, 2018 .

Liikluskindlustuse klientide riskitaseme hindamine tehisnärvivõrkude ja sügava õppimise abil. Motor Insurance Clients Risk Level Evaluation using Artificial Neural Networks and Deep Learning

Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, 2016 .

Reinforcement Learning based Approach for Virtual Inertia Control in Microgrids with Renewable Energy Sources

Eduard Petlenkov, Juri Belikov, Vjatseslav Skiparev, 2020, 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe).

Towards Assisting Interactive Reality - Interactive Reality for Education, Data Analysis and Industry

Eduard Petlenkov, Aleksei Tepljakov, Ahmet Kose, 2018, AVR.

MATLABil põhinev drooni juhtimise süsteemMatlab-Based Drone Control System

Eduard Petlenkov, 2019 .

Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems

Eduard Petlenkov, Kristina Vassiljeva, Juri Belikov, 2011, The 2011 International Joint Conference on Neural Networks.

Ontology-Based Design of Educational Trajectories

Valery Vodovozov, Eduard Petlenkov, Zoja Raud, 2018, 2018 IEEE 59th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON).

FOMCONpy: Fractional-order Modelling and Control Library for Python

Eduard Petlenkov, Aleksei Tepljakov, Tobechukwu Onyedi, 2020, 2020 43rd International Conference on Telecommunications and Signal Processing (TSP).

Computational Intelligence Methods Based Design of Closed-Loop System

Eduard Petlenkov, Sven Nomm, Kristina Vassiljeva, 2013, ICONIP.

Design of Regenerative Anti-Lock Braking System Controller for 4 In-Wheel-Motor Drive Electric Vehicle with Road Surface Estimation

Klaus Augsburg, Andrei Aksjonov, Valery Vodovozov, 2018, International Journal of Automotive Technology.

Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm

Eduard Petlenkov, Sven Nomm, Kristina Vassiljeva, 2012, ICONIP.

Hybrid approach to detection of the surgeon's hand motions during endoscope surgery

Eduard Petlenkov, Sven Nomm, Kitaro Yoshimitsu, 2009, 2009 4th IEEE Conference on Industrial Electronics and Applications.

NN-ANARX model based control of nonlinear discrete-time systems with input delay

Eduard Petlenkov, Juri Belikov, 2009, 2009 IEEE Control Applications, (CCA) & Intelligent Control, (ISIC).

A flexible MATLAB tool for optimal fractional-order PID controller design subject to specifications

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2012, Proceedings of the 31st Chinese Control Conference.

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

Eduard Petlenkov, Aleksei Tepljakov, Baris Baykant Alagöz, 2018, J. Circuits Syst. Comput..

Identification, implementation and simulation of Ground Source Heat Pump with ground temperature modeling

Eduard Petlenkov, Ahmet Kose, 2016, 2016 15th Biennial Baltic Electronics Conference (BEC).

Fractional-order Modeling and Control of Dynamic Systems. Murrulistel tuletistel põhinev dünaamiliste süsteemide identifitseerimine ja juhtimine

Eduard Petlenkov, Juri Belikov, 2015 .

A Method for Detection and Evaluation of Driver Distraction Induced by In-Vehicle Information Systems

Andrei Aksjonov, Valery Vodovozov, Eduard Petlenkov, 2018, IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society.

3D mudelite loomine Unreal Engine-sse IT-maja ruumide näitelCreating 3D Models for Unreal Engine Using the Rooms of IT-Building as an Example

Eduard Petlenkov, 2019 .

Towards Dynamic Modeling in Immersive Environments with Assessment of User Experiences

Eduard Petlenkov, Aleksei Tepljakov, Ahmet Kose, 2020 .

Sound localization and processing for inducing synesthetic experiences in Virtual Reality

Dirk Draheim, Eduard Petlenkov, Aleksei Tepljakov, 2016, 2016 15th Biennial Baltic Electronics Conference (BEC).

Multi-Loop Model Reference Proportional Integral Derivative Controls: Design and Performance Evaluations

Eduard Petlenkov, Aleksei Tepljakov, Baris Baykant Alagöz, 2020, Algorithms.

NN-ANARX model based control of liquid level using visual feedback

Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, 2015, 2015 IEEE 13th International Conference on Industrial Informatics (INDIN).

Fractional-order modeling and control of ionic polymer-metal composite actuator

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2019, Smart Materials and Structures.

Sõidukite tuvastuse meetodid ja nende võrdlus Tallinna liikluskaamerate näitel. Vehicle Detection Methods and Their Comparison in the Context of Tallinn’s Traffic Surveillance Videos

Eduard Petlenkov, 2017 .

Recognition of the surgeon's motions during endoscopic operation by statistics based algorithm and n

Eduard Petlenkov, Sven Nomm, Jüri Vain, 2008 .

Time-domain identification of One Noninteger Order Plus Time Delay models from step response measurements

Eduard Petlenkov, Aleksei Tepljakov, Abdullah Ates, 2019, Int. J. Model. Simul. Sci. Comput..

Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function

Eduard Petlenkov, Sven Nomm, Kristina Vassiljeva, 2011, 2011 9th IEEE International Conference on Control and Automation (ICCA).

Virtuaalreaalsuse mängu loomine Unreal Engine 4 mängumootoris.Creation of a Virtual Reality Game using Unreal Engine 4

Eduard Petlenkov, 2019 .

Application of genetic algorithms to neural networks based control of a liquid level tank system

Eduard Petlenkov, Kristina Vassiljeva, Juri Belikov, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Self-scaling laboratory crane fuzzy logic control with anti-swing regulation

Andrei Aksjonov, Valery Vodovozov, Eduard Petlenkov, 2016, 2016 57th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON).

Towards an intelligent control system for district heating plants: Design and implementation of a fuzzy logic based control loop

Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, 2016, 2016 IEEE 14th International Conference on Industrial Informatics (INDIN).

Closed-loop identification of fractional-order models using FOMCON toolbox for MATLAB

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2014, 2014 14th Biennial Baltic Electronic Conference (BEC).

In-vehicle information system as a driver's secondary activity: Case study

Andrei Aksjonov, Valery Vodovozov, Eduard Petlenkov, 2018, 2018 IEEE 15th International Workshop on Advanced Motion Control (AMC).

Computational intelligence approach for estimation of vehicle insurance risk level

Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Feature Engineering for Short-Term Forecast of Energy Consumption

Eduard Petlenkov, Juri Belikov, Margarita Spichakova, 2019, 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe).

FOPID controller tuning for fractional FOPDT plants subject to design specifications in the frequency domain

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2015, 2015 European Control Conference (ECC).

System identification models and using neural networks for Ground Source Heat Pump with Ground Temperature Modeling

Eduard Petlenkov, Ahmet Kose, E. Petlenkov, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Application of MPC to industrial water boiler control system in district heat plant

Eduard Petlenkov, Aleksei Tepljakov, Kristina Vassiljeva, 2014, 2014 13th International Conference on Control Automation Robotics & Vision (ICARCV).

An Enhancement of the Driver Distraction Detection and Evaluation Method Based on Computational Intelligence Algorithms

Andrei Aksjonov, Valery Vodovozov, Eduard Petlenkov, 2018, 2018 IEEE 16th International Conference on Industrial Informatics (INDIN).

Embedded system implementation of digital fractional filter approximations for control applications

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2014, 2014 Proceedings of the 21st International Conference Mixed Design of Integrated Circuits and Systems (MIXDES).

Robust FOPI and FOPID controller design for FFOPDT plants in embedded control applications using frequency-domain analysis

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2015, 2015 American Control Conference (ACC).

Review on Braking Energy Management in Electric Vehicles

Valery Vodovozov, Eduard Petlenkov, Zoja Raud, 2021, Energies.

Boundary Mittag-Leffler stabilization of coupled time fractional order reaction-advection-diffusion systems with non-constant coefficients

Eduard Petlenkov, Aleksei Tepljakov, Bo Zhuang, 2021, Syst. Control. Lett..

Evaluation of Deep Neural Network Compression Methods for Edge Devices Using Weighted Score-Based Ranking Scheme

Eduard Petlenkov, Mairo Leier, Olutosin Ajibola Ademola, 2021, Sensors.

Virtual Inertia Control Methods in Islanded Microgrids

Eduard Petlenkov, Yoash Levron, Juri Belikov, 2021, Energies.

Towards Industrialization of FOPID Controllers: A Survey on Milestones of Fractional-Order Control and Pathways for Future Developments

Eduard Petlenkov, Aleksei Tepljakov, Abdullah Ates, 2021, IEEE Access.

Towards Artificial Intelligence Driven Immersive Environments in Virtual Reality for Industrial Applications

Mart Tamre, Eduard Petlenkov, Aleksei Tepljakov, 2021, 2021 44th International Conference on Telecommunications and Signal Processing (TSP).

Robust Stability Analysis of Interval Fractional-Order Plants With Interval Time Delay and General Form of Fractional-Order Controllers

Mahsan Tavakoli-Kakhki, Arash Farnam, Eduard Petlenkov, 2021, IEEE Control Systems Letters.

Genetic Programming based Identification of an Industrial Process

Eduard Petlenkov, Aleksei Tepljakov, Vitali Vansovits, 2021, 2021 44th International Conference on Telecommunications and Signal Processing (TSP).

Uses of the digital twins concept for energy services, intelligent recommendation systems, and demand side management: A review

Eduard Petlenkov, Yoash Levron, Juri Belikov, 2021 .

Intelligent Virtual Environments with Assessment of User Experiences

Eduard Petlenkov, Aleksei Tepljakov, Ahmet Köse, 2021, ICAISC.

Fractional-order digital filter approximation method for embedded control applications

Eduard Petlenkov, Aleksei Tepljakov, Juri Belikov, 2014 .