Neural Networks Based ANARX Structure for Identification and Model Based Control. - Eduard Petlenkov; Sven Nomm; Ülle Kotta (ICARCV, 2006)

Dynamic output feedback linearization based adaptive control of nonlinear MIMO systems. - Eduard Petlenkov; Juri Belikov; Sven Nomm; Malgorzata Wyrwas (ACC, 2008)

Calculation of the control signal in MIMO NN-based ANARX models: Analytical approach. - Juri Belikov; Eduard Petlenkov (ICARCV, 2008)

Model reference control of nonlinear systems by dynamic output feedback linearization of neural network based ANARX models. - Eduard Petlenkov (ICARCV, 2008)

Application of self organizing Kohonen map to detection of surgeon motions during endoscopic surgery. - Eduard Petlenkov; Sven Nomm; Juri Vain; Fujio Miyawaki (IJCNN, 2008)

Dynamic pole placement based control of nonlinear discrete time systems with input delay. - Juri Belikov; Eduard Petlenkov (CCA/ISIC, 2009)

NN-ANARX model based control of nonlinear discrete-time systems with input delay. - Juri Belikov; Eduard Petlenkov (CCA/ISIC, 2009)

Model reference control of nonlinear TITO systems by dynamic output feedback linearization of neural network based ANARX models. - Juri Belikov; Eduard Petlenkov (CCA/ISIC, 2009)

Neural network based minimal state-space representation of nonlinear MIMO systems for feedback control. - Kristina Vassiljeva; Eduard Petlenkov; Juri Belikov (ICARCV, 2010)

State-space control of nonlinear systems identified by ANARX and Neural Network based SANARX models. - Kristina Vassiljeva; Eduard Petlenkov; Juri Belikov (IJCNN, 2010)

Genetic Algorithm Based Structure Identification for Feedback Control of Nonlinear MIMO Systems. - Kristina Vassiljeva; Juri Belikov; Eduard Petlenkov (ICAIS, 2011)

Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function. - Sven Nomm; Kristina Vassiljeva; Juri Belikov; Eduard Petlenkov (ICCA, 2011)

Neuro-fuzzy dynamic pole placement control of nonlinear discrete-time systems. - Juri Belikov; Eduard Petlenkov (IJCNN, 2011)

Neural networks based minimal or reduced model representation for control of nonlinear MIMO systems. - Kristina Vassiljeva; Juri Belikov; Eduard Petlenkov (IJCNN, 2011)

Evolutionary Design of the Closed Loop Control on the Basis of NN-ANARX Model Using Genetic Algorithm. - Kristina Vassiljeva; Eduard Petlenkov; Sven Nomm (ICONIP (1), 2012)

Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. - Sven Nomm; Kristina Vassiljeva; Eduard Petlenkov (IJCNN, 2012)

GA based optimization of NN-SANARX model for adaptive control of nonlinear systems. - Kristina Vassiljeva; Eduard Petlenkov; Juri Belikov (IJCNN, 2012)

Design and implementation of fractional-order PID controllers for a fluid tank system. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov; Miroslav Halás (ACC, 2013)

Fractional-order controller design and digital implementation using FOMCON toolbox for MATLAB. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov; Jevgeni Finajev (CACSD, 2013)

Application of Neural Networks Based SANARX Model for Identification and Control Liquid Level Tank System. - Juri Belikov; Sven Nomm; Eduard Petlenkov; Kristina Vassiljeva (ICMLA (1), 2013)

Computational Intelligence Methods Based Design of Closed-Loop System. - Juri Belikov; Eduard Petlenkov; Kristina Vassiljeva; Sven Nõmm (ICONIP (1), 2013)

Digital fractional-order control of a position servo. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov; Sergei Astapov (MIXDES, 2013)

Design of retuning fractional PID controllers for a closed-loop magnetic levitation control system. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov; Emmanuel A. Gonzalez (ICARCV, 2014)

Application of MPC to industrial water boiler control system in district heat plant. - Vitali Vansovits; Eduard Petlenkov; Kristina Vassiljeva; Aleksei Tepljakov; Juri Belikov (ICARCV, 2014)

Application of genetic algorithms to neural networks based control of a liquid level tank system. - Kristina Vassiljeva; Juri Belikov; Eduard Petlenkov (IJCNN, 2014)

Embedded system implementation of digital fractional filter approximations for control applications. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov (MIXDES, 2014)

Robust FOPI and FOPID controller design for FFOPDT plants in embedded control applications using frequency-domain analysis. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov (ACC, 2015)

FOPID controller tuning for fractional FOPDT plants subject to design specifications in the frequency domain. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov (ECC, 2015)

NN-ANARX model based control of liquid level using visual feedback. - Kristina Vassiljeva; Aleksei Tepljakov; Eduard Petlenkov (INDIN, 2015)

NN-SANARX model based control of a multi tank liquid-level system. - Juri Belikov; Eduard Petlenkov (Int. J. Comput. Intell. Syst., 2015)

Artificial intelligence methods for data based modeling and analysis of complex processes: Real life examples. - Kristina Vassiljeva; Eduard Petlenkov; Vitali Vansovits; Aleksei Tepljakov (DSMP, 2016)

System identification models and using neural networks for Ground Source Heat Pump with Ground Temperature Modeling. - Ahmet Kose; Eduard Petlenkov (IJCNN, 2016)

Towards an intelligent control system for district heating plants: Design and implementation of a fuzzy logic based control loop. - Vitali Vansovits; Aleksei Tepljakov; Kristina Vassiljeva; Eduard Petlenkov (INDIN, 2016)

Digital implementation of retuning fractional controllers for an existing closed-loop magnetic levitation control system. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov (TSP, 2016)

Control-oriented identification using maximum likelihood for a district heating plant. - Boris I. Godoy; Vitali Vansovits; Aleksei Tepljakov; Eduard Petlenkov; Kristina Vassiljeva (ASCC, 2017)

Virtual Reality Meets Intelligence in Large Scale Architecture. - Ahmet Kose; Eduard Petlenkov; Aleksei Tepljakov; Kristina Vassiljeva (AVR (2), 2017)

Design of a MATLAB-based teaching tool in introductory fractional-order systems and controls. - Aleksei Tepljakov; Eduard Petlenkov; Emmanuel A. Gonzalez; Ivo Petrás (FIE, 2017)

A method of driver distraction evaluation using fuzzy logic: Phone usage as a driver's secondary activity: Case study. - Andrei Aksjonov; Pavel Nedoma; Valery Vodovozov; Eduard Petlenkov; Martin Herrmann (ICAT, 2017)

Computational intelligence approach for estimation of vehicle insurance risk level. - Kristina Vassiljeva; Aleksei Tepljakov; Eduard Petlenkov; Eduard Netsajev (IJCNN, 2017)

Model-based control design for a district heating plant. - Vitali Vansovits; Boris I. Godoy; Aleksei Tepljakov; Kristina Vassiljeva; Eduard Petlenkov (INDIN, 2017)

Multi-Loop model reference adaptive control of fractional-order PID control systems. - Baris Baykant Alagöz; Aleksei Tepljakov; Eduard Petlenkov; Celaleddin Yeroglu (TSP, 2017)

A theoretical investigation on consideration of initial conditions in fractional-order transfer function modeling. - Baris Baykant Alagöz; Aleksei Tepljakov; Eduard Petlenkov; Celaleddin Yeroglu (TSP, 2017)

Digital Realization of Retuning Fractional-Order Controllers for an Existing Closed-Loop Control System. - Aleksei Tepljakov; Eduard Petlenkov; Emmanuel A. Gonzalez; Juri Belikov (J. Circuits Syst. Comput., 2017)

In-vehicle information system as a driver's secondary activity: Case study. - Andrei Aksjonov; Pavel Nedoma; Valery Vodovozov; Eduard Petlenkov (AMC, 2018)

Towards Assisting Interactive Reality - Interactive Reality for Education, Data Analysis and Industry. - Ahmet Kose; Aleksei Tepljakov; Eduard Petlenkov (AVR (2), 2018)

Motivating students to avoid academic dishonesty in learning engineering courses. - Zoja Raud; Valery Vodovozov; Aleksandr Serbin; Eduard Petlenkov (EDUCON, 2018)

A Method for Detection and Evaluation of Driver Distraction Induced by In-Vehicle Information Systems. - Andrei Aksjonov; Pavel Nedoma; Valery Vodovozov; Eduard Petlenkov (IECON, 2018)

An Enhancement of the Driver Distraction Detection and Evaluation Method Based on Computational Intelligence Algorithms. - Andrei Aksjonov; Pavel Nedoma; Valery Vodovozov; Eduard Petlenkov (INDIN, 2018)

Grey Box Identification of Fractional-order System Models from Frequency Domain Data. - Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov (TSP, 2018)

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. - Aleksei Tepljakov; Baris Baykant Alagöz; Emmanuel A. Gonzalez; Eduard Petlenkov; Celaleddin Yeroglu (J. Circuits Syst. Comput., 2018)

Towards Assessment of Behavioral Patterns in a Virtual Reality Environment. - Ahmet Kose; Aleksei Tepljakov; Mihkel Abel; Eduard Petlenkov (AVR (1), 2019)

Speed Control of Electric Vehicle Propulsion with Autotuning at Changeable Driving Modes and Road Conditions. - Andrei Aksjonov; Pavel Nedoma; Valery Vodovozov; Zoja Raud; Eduard Petlenkov (ICM, 2019)

NN-SANARX Model Based Control of a Water Tank System Using Embedded Microcontroller Arduino. - Vjatseslav Skiparev; Juri Belikov; Eduard Petlenkov (IDAACS, 2019)

Feature Engineering for Short-Term Forecast of Energy Consumption. - Margarita Spichakova; Juri Belikov; Kalvi Nõu; Eduard Petlenkov (ISGT Europe, 2019)

Dynamic Predictive Modeling Approach of User Behavior in Virtual Reality based Application. - Ahmet Köse; Aleksei Tepljakov; Eduard Petlenkov (MED, 2019)

Deep Learning for Detection of Pavement Distress using Nonideal Photographic Images. - Aleksei Tepljakov; Andri Riid; Rene Pihlak; Kristina Vassiljeva; Eduard Petlenkov (TSP, 2019)

Stabilization and Stability Robustness of Coupled Non-Constant Parameter Time Fractional PDEs. - Juan Chen 005; Aleksei Tepljakov; Eduard Petlenkov; YangQuan Chen; Bo Zhuang (IEEE Access, 2019)

Time-domain identification of One Noninteger Order Plus Time Delay models from step response measurements. - Baris Baykant Alagöz; Aleksei Tepljakov; Abdullah Ates; Eduard Petlenkov; Celaleddin Yeroglu (Int. J. Model. Simul. Sci. Comput., 2019)

Detection and Evaluation of Driver Distraction Using Machine Learning and Fuzzy Logic. - Andrei Aksjonov; Pavel Nedoma; Valery Vodovozov; Eduard Petlenkov; Martin Herrmann (IEEE Trans. Intell. Transp. Syst., 2019)

Real Time Data Communication for Intelligent Extended Reality Applications. - Ahmet Köse; Aleksei Tepljakov; Eduard Petlenkov (CIVEMSA, 2020)

Fuzzy Gradient Control of Electric Vehicles at Blended Braking with Volatile Driving Conditions. - Valery Vodovozov; Eduard Petlenkov; Andrei Aksjonov; Zoja Raud (ICINCO, 2020)

Simulation Study of Electric Vehicles at Fuzzy PID Control of Braking Torque. - Valery Vodovozov; Eduard Petlenkov; Andrei Aksjonov; Zoja Raud (ICINCO (Selected Papers), 2020)

Reinforcement Learning based Approach for Virtual Inertia Control in Microgrids with Renewable Energy Sources. - Vjatseslav Skiparev; Juri Belikov; Eduard Petlenkov (ISGT-Europe, 2020)

FOMCONpy: Fractional-order Modelling and Control Library for Python. - Tobechukwu Onyedi; Aleksei Tepljakov; Eduard Petlenkov (TSP, 2020)

Modeling and Identification of an Industrial Hot Water Boiler. - Maksimilian Tarasevich; Aleksei Tepljakov; Eduard Petlenkov; Vitali Vansovits (TSP, 2020)

Multi-Loop Model Reference Proportional Integral Derivative Controls: Design and Performance Evaluations. - Baris Baykant Alagöz; Aleksei Tepljakov; Eduard Petlenkov; Celaleddin Yeroglu (Algorithms, 2020)

A NARX Model Reference Adaptive Control Scheme: Improved Disturbance Rejection Fractional-Order PID Control of an Experimental Magnetic Levitation System. - Hossein Alimohammadi; Baris Baykant Alagöz; Aleksei Tepljakov; Kristina Vassiljeva; Eduard Petlenkov (Algorithms, 2020)

Boundary state and output feedbacks for underactuated systems of coupled time-fractional PDEs with different space-dependent diffusivity. - Juan Chen 005; Aleksei Tepljakov; Eduard Petlenkov; Bo Zhuang (Int. J. Syst. Sci., 2020)

Intelligent Virtual Environments with Assessment of User Experiences. - Ahmet Köse; Aleksei Tepljakov; Eduard Petlenkov (ICAISC (1), 2021)

Towards Artificial Intelligence Driven Immersive Environments in Virtual Reality for Industrial Applications. - Saleh Alsaleh; Aleksei Tepljakov; Mart Tamre; Eduard Petlenkov (TSP, 2021)

Genetic Programming based Identification of an Industrial Process. - Maksimilian Tarasevich; Aleksei Tepljakov; Eduard Petlenkov; Vitali Vansovits (TSP, 2021)

Towards Industrialization of FOPID Controllers: A Survey on Milestones of Fractional-Order Control and Pathways for Future Developments. - Aleksei Tepljakov; Baris Baykant Alagöz; Celaleddin Yeroglu; Emmanuel A. Gonzalez; S. Hassan HosseinNia; Eduard Petlenkov; Abdullah Ates; Martin Cech (IEEE Access, 2021)

Boundary Mittag-Leffler stabilization of coupled time fractional order reaction-advection-diffusion systems with non-constant coefficients. - Juan Chen 005; Aleksei Tepljakov; Eduard Petlenkov; YangQuan Chen; Bo Zhuang (Syst. Control. Lett., 2021)

Evaluation of Deep Neural Network Compression Methods for Edge Devices Using Weighted Score-Based Ranking Scheme. - Olutosin Ajibola Ademola; Mairo Leier; Eduard Petlenkov (Sensors, 2021)

Hardware-in-the-Loop Test of an Open-Loop Fuzzy Control Method for Decoupled Electrohydraulic Antilock Braking System. - Andrei Aksjonov; Vincenzo Ricciardi; Klaus Augsburg; Valery Vodovozov; Eduard Petlenkov (IEEE Trans. Fuzzy Syst., 2021)

Regulation of the Linear Accelerator ELBE Exploiting Continuous Wave Mode of a Superconducting RF Cavity. - Andrei Maalberg; Michael Kuntzsch; Eduard Petlenkov (ACC, 2022)

Self Assessment Tool to Bridge the Gap Between XR Technology, SMEs, and HEIs. - Ahmet Köse; Aleksei Tepljakov; Saleh Alsaleh; Eduard Petlenkov (XR (1), 2022)

Robust FOPID Stabilization for Smith Predictor Structures. - Majid Ghorbani; Aleksei Tepljakov; Eduard Petlenkov (CDC, 2022)

Active Learning of Students with Diverse Goals and Backgrounds in the Light of Industry 4.0 Requirements. - Valery Vodovozov; Zoja Raud; Eduard Petlenkov (EDUCON, 2022)

Explainable AI based Fault Detection and Diagnosis System for Air Handling Units. - Juri Belikov; Molika Meas; Ram Machlev; Ahmet Kose; Aleksei Tepljakov; Lauri Loo; Eduard Petlenkov; Yoash Levron (ICINCO, 2022)

Ensemble of Tensor Train Decomposition and Quantization Methods for Deep Learning Model Compression. - Olutosin Ajibola Ademola; Eduard Petlenkov; Mairo Leier (IJCNN, 2022)

Coordinated PI-based frequency deviation control of isolated hybrid microgrid: An online multi-agent tuning approach via reinforcement learning. - Komeil Nosrati; Aleksei Tepljakov; Eduard Petlenkov; Yoash Levron; Vjatseslav Skiparev; Juri Belikov (ISGT-Europe, 2022)

Reinforcement Learning based MIMO Controller for Virtual Inertia Control in Isolated Microgrids. - Vjatseslav Skiparev; Juri Belikov; Eduard Petlenkov; Yoash Levron (ISGT-Europe, 2022)

Impact of the COVID-19 Pandemic on the Energy Use and Performance in Commercial Buildings. - Juri Belikov; Ahmet Köse; Eduard Petlenkov; Aleksei Tepljakov; Lauri Loo (TSP, 2022)

ReImagine Lab: Bridging the Gap Between Hands-On, Virtual and Remote Control Engineering Laboratories Using Digital Twins and Extended Reality. - Saleh Alsaleh; Aleksei Tepljakov; Ahmet Köse; Juri Belikov; Eduard Petlenkov (IEEE Access, 2022)

Evaluating the Energy Readiness of National Building Stocks Through Benchmarking. - Andrea Ferrantelli; Juri Belikov; Eduard Petlenkov; Martin Thalfeldt; Jarek Kurnitski (IEEE Access, 2022)

Automatic Generation Control of a Future Multisource Power System Considering High Renewables Penetration and Electric Vehicles: Egyptian Power System in 2035. - Morsy Nour; Gaber Magdy; José Pablo Chaves-Ávila; Álvaro Sánchez Miralles; Eduard Petlenkov (IEEE Access, 2022)

Robust Stability Analysis of Interval Fractional-Order Plants With Interval Time Delay and General Form of Fractional-Order Controllers. - Majid Ghorbani; Mahsan Tavakoli-Kakhki; Aleksei Tepljakov; Eduard Petlenkov; Arash Farnam; Guillaume Crevecoeur (IEEE Control. Syst. Lett., 2022)

Robust stability testing function for a complex interval family of fractional-order polynomials. - Majid Ghorbani; Hossein Rezaei; Aleksei Tepljakov; Eduard Petlenkov (J. Frankl. Inst., 2022)

An Evolutionary Field Theorem: Evolutionary Field Optimization in Training of Power-Weighted Multiplicative Neurons for Nitrogen Oxides-Sensitive Electronic Nose Applications. - Baris Baykant Alagöz; Ozlem Imik Simsek; Davut Ari; Aleksei Tepljakov; Eduard Petlenkov; Hossein Alimohammadi (Sensors, 2022)

Real-Time Regulation of Beam-Based Feedback: Implementing an FPGA Solution for a Continuous Wave Linear Accelerator. - Andrei Maalberg; Michael Kuntzsch; Eduard Petlenkov (Sensors, 2022)

Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI). - Molika Meas; Ram Machlev; Ahmet Kose; Aleksei Tepljakov; Lauri Loo; Yoash Levron; Eduard Petlenkov; Juri Belikov (Sensors, 2022)

Bridging the Gap in Technology Transfer for Advanced Process Control with Industrial Applications. - Vitali Vansovits; Eduard Petlenkov; Aleksei Tepljakov; Kristina Vassiljeva; Juri Belikov (Sensors, 2022)

Data publication: FPGA Testbench for Beam-Based Feedback. - Andrei Maalberg; Michael Kuntzsch; Eduard Petlenkov (RODARE, 2022)

Robust D-Stability Analysis of Fractional-Order Controllers. - Majid Ghorbani; Aleksei Tepljakov; Eduard Petlenkov (ACC, 2023)

The Experience of A Self-Assessment Tool for Enhancing XR Technology Adoption in SMEs and HEIs across Europe. - Ahmet Köse; Aleksei Tepljakov; Saleh Alsaleh; Eduard Petlenkov (XR (1), 2023)

Penalized Least-Squares Method for LQR Problem of Singular Systems. - Komeil Nosrati; Juri Belikov; Aleksei Tepljakov; Eduard Petlenkov (CDC, 2023)

On robust stability analysis of interval time delay systems using delayed controllers. - Majid Ghorbani; Aleksei Tepljakov; Eduard Petlenkov (ECC, 2023)

Leveraging Digital Twins and Demand Side Recommender Chatbot for Optimizing Smart Grid Energy Efficiency. - Abiodun E. Onile; Juri Belikov; Eduard Petlenkov; Yoash Levron (ISGT Asia, 2023)

Day-ahead PV Output Power Forecasting Utilizing Boosting Recursive LightGBM-LSTM Framework. - Hossein Nourollahi Hokmabad; Oleksandr Husev; Dmitri Vinnikov; Juri Belikov; Eduard Petlenkov (ISGT EUROPE, 2023)

Emerging Role of Industry 5.0 Digital Twins in Demand Response Electricity Market and Applications. - Abiodun E. Onile; Juri Belikov; Eduard Petlenkov; Yoash Levron (ISGT EUROPE, 2023)

Applications of Digital Twins for Demand Side Recommendation Scheme with Consumer Comfort Constraints. - Abiodun E. Onile; Juri Belikov; Eduard Petlenkov; Yoash Levron (ISGT EUROPE, 2023)

Resource-Aware Scene Text Recognition Using Learned Features, Quantization, and Contour-Based Character Extraction. - Olutosin Ajibola Ademola; Eduard Petlenkov; Mairo Leier (IEEE Access, 2023)

Optimal Robust Filter of Uncertain Fractional Order Systems: A Penalized Deterministic Approach. - Komeil Nosrati; Juri Belikov; Aleksei Tepljakov; Eduard Petlenkov (IEEE Control. Syst. Lett., 2023)

Data publication : Open- and closed-loop data taken at ELBE for the development of a beam-based feedback regulator. - Andrei Maalberg; Michael Kuntzsch; Klaus Zenker; Eduard Petlenkov (RODARE, 2023)

Stabilizing region of fractional-order proportional integral derivative controllers for interval fractional-order plants. - Majid Ghorbani; Aleksei Tepljakov; Eduard Petlenkov (Trans. Inst. Meas. Control, 2023)

Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process. - Majid Ghorbani; Mahsan Tavakoli-Kakhki; Aleksei Tepljakov; Eduard Petlenkov (IEEE CAA J. Autom. Sinica, 2023)

Extended fractional singular kalman filter. - Komeil Nosrati; Juri Belikov; Aleksei Tepljakov; Eduard Petlenkov (Appl. Math. Comput., 2023)

Harvesting Energy and Stability Insights in Internally Coupled Resonator Systems. - Hossein Alimohammadi; Kristina Vassiljeva; S. Hassan HosseinNia; Eduard Petlenkov (AMC, 2024)

Graphical Tuning for Robust Stabilization: Implementable Stability Regions for Fractional-Order Proportional Integral Controllers in Interval Fractional-Order Systems. - Majid Ghorbani; Arash Farnam; Aleksei Tepljakov; Eduard Petlenkov; Guillaume Crevecoeur; Azim Eskandarian (CDC, 2024)

LQG Problem of Descriptor Systems and Separation Principle. - Komeil Nosrati; Juri Belikov; Aleksei Tepljakov; Eduard Petlenkov (CDC, 2024)

Active Blended Learning as a Tool Focused on Industry 5.0 at EuroTeQ Engineering University. - Valery Vodovozov; Zoja Raud; Eduard Petlenkov (EDUCON, 2024)

Building Potential Energy Savings Estimation Through Portfolio-Based Modeling. - Margarita Matson; Kristina Vassiljeva; Tuule Mall Parts; Ahmet Kose; Eduard Petlenkov; Juri Belikov (EI.A (2), 2024)

Automatic Visual Traffic Sign Damage Detection and Measurement of Damaged Area. - Can Ersü; Karl Janson; Eduard Petlenkov; Uljana Reinsalu (ICARCV, 2024)

Low-cost Data-Driven Predictive Stabilization of Unknown LTI Systems: Two LMI Approaches. - Majid Ghorbani; Aleksei Tepljakov; Yoonsoo Kim 001; Amin Rabiei Beheshti; Eduard Petlenkov (ICCMA, 2024)

Demand Side Management for Commercial Buildings: Multiple Heating Systems Based Optimization in Real-Time. - Ahmet Köse; Ivan Sukhanov; Juri Belikov; Aleksei Tepljakov; Eduard Petlenkov (ICE/ITMC, 2024)

Profiling and Schedule Based Forecast of Electricity Usage to Improve Energy Performance of Administrative Buildings. - Kristina Vassiljeva; Margarita Matson; Juri Belikov; Eduard Petlenkov (ICE/ITMC, 2024)

Exploring the Real-World Challenges and Efficacy of Internal Coupling in Metastructures: An Experimental Perspective. - Hossein Alimohammadi; Kristina Vassiljeva; S. Hassan HosseinNia; Peeter Ellervee; Eduard Petlenkov (ICECET, 2024)

Enhancing Bandgap Depth in Locally Resonant Metastructures via Notch-Filtered Piezoelectric Actuation. - Hossein Alimohammadi; Kristina Vassiljeva; S. Hassan HosseinNia; Eduard Petlenkov (ICIT, 2024)

Robust Stability Region of PI Controllers for an Interval Time Delayed Load Frequency Control. - Majid Ghorbani; Komeil Nosrati; Aleksei Tepljakov; Juri Belikov; Eduard Petlenkov (ISGT EUROPE, 2024)

Practical Real-Time Data-Driven Approach for District Cooling Plant Operational Optimization. - Ivan Sukhanov; Ahmet Köse; Lauri Loo; Aleksei Tepljakov; Eduard Petlenkov; Juri Belikov (ISGT EUROPE, 2024)

Model Predictive Control of Descriptor Systems. - Komeil Nosrati; Juri Belikov; Aleksei Tepljakov; Eduard Petlenkov (IEEE Control. Syst. Lett., 2024)

Smartgrid-based hybrid digital twins framework for demand side recommendation service provision in distributed power systems. - Abiodun E. Onile; Eduard Petlenkov; Yoash Levron; Juri Belikov (Future Gener. Comput. Syst., 2024)

On Robust Stability of Uncertain Control Systems With Time Delay: An Approach Based on the Overlap of Value Sets. - Majid Ghorbani; Aleksei Tepljakov; Eduard Petlenkov (IEEE Trans. Autom. Control., 2024)

Revisiting the LQR Problem of Singular Systems. - Komeil Nosrati; Juri Belikov; Aleksei Tepljakov; Eduard Petlenkov (IEEE CAA J. Autom. Sinica, 2024)

Implementation of Novel Multi-Step Bridge Fault Current Limiter for Transient Stability Enhancement of Dfig-Based Wind Turbines. - S. Demin; Eduard Petlenkov; Juri Belikov; E. Barbie; S. Bronshtein; Dmitry Baimel (MOCAST, 2025)

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. - Majid Ghorbani; Baris Baykant Alagöz; Aleksei Tepljakov; Eduard Petlenkov (Int. J. Gen. Syst., 2025)

Regularized Model Predictive Control. - Komeil Nosrati; Juri Belikov; Aleksei Tepljakov; Eduard Petlenkov (CoRR, 2025)

Computing stabilising regions: FOPID controller methodology for interval fractional-order plants with time delay. - Majid Ghorbani; Babak Mehdizadeh Gavgani; Arash Farnam; Aleksei Tepljakov; Eduard Petlenkov; Guillaume Crevecoeur (Int. J. Syst. Sci., 2025)