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)

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)

Minimal realization of nonlinear MIMO equations in state-space form: Polynomial approach. - Juri Belikov; Ülle Kotta; Maris Tõnso (CDC/ECC, 2011)

Online Identification of the System Order with ANARX Structure. - Sven Nõmm; Juri Belikov (ICAIS, 2011)

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

Model matching problem for discrete-time nonlinear systems: Transfer function approach. - Juri Belikov; Miroslav Halás; Ülle Kotta; Claude H. Moog (ICCA, 2011)

On applicability of LPV tools for bilinear systems. - Juri Belikov; Ülle Kotta; Maris Tõnso (ICCA, 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)

Minimal realisation of bilinear and quadratic input-output difference equations in state-space form. - Juri Belikov; Palle Kotta; Ülle Kotta; Alan Solon Ivor Zinober (Int. J. Control, 2011)

Explicit formulas for the state coordinates in nonlinear MIMO realization problem on homogeneous time scales. - Juri Belikov; Ülle Kotta; Maris Tonso (CCA, 2012)

Practical polynomial formulas in MIMO nonlinear realization problem. - Juri Belikov; Palle Kotta; Ülle Kotta; Maris Tonso (CDC, 2012)

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

State-space realization of nonlinear control systems: unification and extension via pseudo-linear algebra. - Juri Belikov; Ülle Kotta; Maris Tõnso (Kybernetika, 2012)

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

NLControl: Symbolic package for study of nonlinear control systems. - Juri Belikov; Ülle Kotta; Maris Tonso (CACSD, 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)

Dynamic feedback linearization of nonlinear control systems on homogenous time scale. - Juri Belikov; Ülle Kotta; Maris Tonso; Zbigniew Bartosiewicz; Malgorzata Wyrwas (CCA, 2014)

Generation of stable polytopes of Hurwitz polynomials via Routh parameters. - Ülo Nurges; Igor Artemchuk; Juri Belikov (CDC, 2014)

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)

Comparison of LPV and nonlinear system theory: A realization problem. - Juri Belikov; Ülle Kotta; Maris Tõnso (Syst. Control. Lett., 2014)

Adjoint Polynomial Formulas for Nonlinear State-Space Realization. - Juri Belikov; Ülle Kotta; Maris Tonso (IEEE Trans. Autom. Control., 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)

On controllability of switched linear systems on time scales. - Juri Belikov; Aleksei Tepljakov (ECC, 2015)

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

Realization of nonlinear MIMO system on homogeneous time scales. - Juri Belikov; Ülle Kotta; Maris Tõnso (Eur. J. Control, 2015)

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

Robust pole assignment via Routh rays of polynomials. - Igor Artemchuk; Ülo Nurges; Juri Belikov (ACC, 2016)

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

Algebraic Approach for Analysis and Control of a Water Tank System. - Juri Belikov; Ülle Kotta; Aleksei Tepljakov (Inf. Technol. Control., 2016)

On stable cones of polynomials via reduced Routh parameters. - Ülo Nurges; Juri Belikov; Igor Artemchuk (Kybernetika, 2016)

Dynamic Modeling of Networks, Microgrids, and Renewable Sources in the dq0 Reference Frame: A Survey. - Dmitry Baimel; Juri Belikov; Josep M. Guerrero; Yoash Levron (IEEE Access, 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)

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

Performance Limits of Low Inertia Power Systems Based on Minimum Energy Control. - Yoash Levron; Ron Ofir; Juri Belikov (ECC, 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)

Optimal Control of Energy Storage Devices Based on Pontryagin's Minimum Principle and the Shortest Path Method. - Noa Zargari; Yoash Levron; Juri Belikov (ISGT Europe, 2019)

An Extended Flatness-Based Controller for Permanent Magnet Synchronous Machines Incorporating an Event-Based Mechanism. - Juri Belikov; Arvo Kaldmäe; Yoash Levron (MED, 2019)

Analyzing the Dynamics and Stability of DQ0 Systems Based on a Port-Hamiltonian Approach. - Yoash Levron; Vadim Kaparin; Juri Belikov (MED, 2019)

Evolutionary optimisation-based fractional order controller for web transport systems in process industries. - N. Haripriya; P. Kavitha; Seshadhri Srinivasan; Juri Belikov (Int. J. Adv. Intell. Paradigms, 2019)

Degree of Dieudonné determinant defines the order of nonlinear system. - Ülle Kotta; Juri Belikov; Miroslav Halás; Alar Leibak (Int. J. Control, 2019)

Innovative Energy Services for Behavioral-Reflective Attributes and Intelligent Recommender System. - Abiodun E. Onile; Juri Belikov; Yoash Levron (ISGT-Europe, 2020)

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

Using DQ0 Signals based on the Central Angle Reference Frame to Model the Dynamics of Large-scale Power Systems. - Noa Zargari; Ron Ofir; Yoash Levron; Juri Belikov (ISGT-Europe, 2020)

Challenges and Perspectives in Control of Ionic Polymer-Metal Composite (IPMC) Actuators: A Survey. - Alvo Aabloo; Juri Belikov; Vadim Kaparin; Ülle Kotta (IEEE Access, 2020)

Readiness of Small Energy Markets and Electric Power Grids to Global Health Crises: Lessons From the COVID-19 Pandemic. - David Carmon; Aviad Navon; Ram Machlev; Juri Belikov; Yoash Levron (IEEE Access, 2020)

Observer-based detection and identification of sensor attacks in networked CPSs. - Nilanjan Roy Chowdhury; Juri Belikov; Dmitry Baimel; Yoash Levron (Autom., 2020)

Storage placement policy for minimizing frequency deviation: A combinatorial optimization approach. - Ram Machlev; Nilanjan Roy Chowdhury; Juri Belikov; Yoash Levron (CoRR, 2020)

Storage for Grid Deferral: The Case of Israel. - Nurit Gal; Aviad Navon; Gefen Ben Yosef; Yoash Levron; Juri Belikov (ISGT-Europe, 2021)

Effects of Economic Shocks on Power Systems: COVID-19 as a Case Study. - Aviad Navon; Ariel Orda; Yoash Levron; Juri Belikov (ISGT-Europe, 2021)

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)

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)

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)

Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI - Explainable Artificial Intelligence. - Ram Machlev; Michael Perl; Juri Belikov; Kfir Yehuda Levy; Yoash Levron (IEEE Trans. Ind. Informatics, 2022)

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

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)

An Optimal Control Method for Storage Systems With Ramp Constraints, Based on an On-Going Trimming Process. - Noa Zargari; Ron Ofir; Nilanjan Roy Chowdhury; Juri Belikov; Yoash Levron (IEEE Trans. Control. Syst. Technol., 2023)

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

A Generalized Control Paradigm for Storage Systems: Optimal Energy Management and Stability Certificates. - Nilanjan Roy Chowdhury; Dmitry Baimel; Juri Belikov; Yoash Levron (IEEE Trans. Control. Syst. Technol., 2023)

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

Extended Observer Form for Nonlinear System with Disturbances: Algorithm and Application. - Vadim Kaparin; Ashutosh Simha; Nilanjan Roy Chowdhury; Ülle Kotta; Yoash Levron; Juri Belikov (ICARCV, 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)

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)

MPC-based Optimal Control of Battery Management System in Residential Application. - Tauri Tammaru; Hossein Nourollahi Hokmabad; Yoash Levron; Juri Belikov (ISGT EUROPE, 2024)

On the Stability of Strategic Energy Storage Operation in Wholesale Electricity Markets (Extended Version). - Aviad Navon; Juri Belikov; Ariel Orda; Yoash Levron (CoRR, 2024)

Leveraging Bitcoin Mining Machines in Demand-Response Mechanisms to Mitigate Ramping-Induced Transients. - Elinor Ginzburg-Ganz; Ittay Eyal; Ram Machlev; Dmitry Baimel; Leena Santosh; Juri Belikov; Yoash Levron (CoRR, 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)

In-phase matrix profile: A novel method for the detection of major depressive disorder. - Tuuli Uudeberg; Juri Belikov; Laura Päeske; Hiie Hinrikus; Innar Liiv; Maie Bachmann (Biomed. Signal Process. 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)

Explainable AI based System for Supply Air Temperature Forecast. - Marika Eik; Ahmet Kose; Hossein Nourollahi Hokmabad; Juri Belikov (CoRR, 2025)

An Improved and Explainable Electricity Price Forecasting Model via SHAP-Based Error Compensation Approach. - Leena Heistrene; Juri Belikov; Dmitry Baimel; Liran Katzir 002; Ram Machlev; Kfir Levy; Shie Mannor; Yoash Levron (IEEE Trans. Artif. Intell., 2025)

Forecast-Driven Scenario Generation for Building Energy Management Using Stochastic Optimization. - Hossein Nourollahi Hokmabad; Tala Hemmati Shahsavar; Pedro P. Vergara; Oleksandr Husev; Juri Belikov (CoRR, 2025)

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