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Juri Belikov

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Tenured Associate Professor

Tallinn University of Technology

Estonia

Research Interests

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Professors in Energy Engineering

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Modeling and control of Low-INErtia Systems (LINES)

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Articles (31)

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Collaborators (8)

Noman Shabbir

Researcher

Tallinn University of Technology

ESTONIA

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Kristina Vassiljeva

Associate Professor at Tallinn University of Technology

Tallinn University of Technology

ESTONIA

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Andrea Ferrantelli

Assistant Professor

Aalto University

FINLAND

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Eduard Petlenkov

Professor

Tallinn University of Technology

ESTONIA

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Dmitry Baimel

ISRAEL

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Aleksei Tepljakov

Research Scientist

Tallinn University of Technology

ESTONIA

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Dinesh Kumar

University of Bristol

UNITED KINGDOM

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Yuval Beck

Tel Aviv University

ISRAEL

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Juri Belikov

Research Interests

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Recent Grants

Articles (31)

A Data Driven HVAC System Digital Twin for Assessment of Fan Speed Reduction Under Thermal Comfort and Ventilation Constraints

Leakage-Aware LLM-Assisted Preprocessing for Energy Time Series: A Photovoltaic Imputation Case Study

Explainable Reinforcement Learning for Intelligent Battery Management in Residential Microgrids

Inertia-Aware Cumulative Heat-Demand Forecasting for District-Heated Campus Buildings

Leveraging bitcoin mining machines in demand-response mechanisms to mitigate ramping-induced transients

Preference adaptive multi-objective HVAC control using a vectorized deep transformer Q-network

Adaptive Transformer Q-Networks for Energy and Comfort Optimization in Smart Buildings

Modelling of the Automated Supply Air Temperature Control Through Empirical Graphs

Data-Driven Methodology for Energy Demand Monitoring and Anomaly Detection in Commercial Buildings

Hybrid ML-LTI control of AHU supply air temperature with comfort-energy metrics

Stability Region Boundary of Multi-Parallel Grid-Following Converter Systems Considering Nonlinear Coupling Interactions

Optimal Energy Management for Multi-Storage Grids

Class imbalance in ML-based dissolved gas analysis for transformer fault diagnosis: A review

When control meets large language models: From words to dynamics

Toward cognitive buildings: Challenges and opportunities

A Structure-Preserved Control Approach for Dynamic Load-Altering Attacks in Power Systems

Adaptive staged excitation control strategy for distributed synchronous condenser to suppress overvoltage in wind farms of HVDC-based renewable rich systems

Generalized H Matrix Stability for Power Systems

Performance Benchmarking Platform for Building Energy Management Systems

Variable Impedance Resonant FCL for Stability Enhancement of Steam-Driven Generators

Comparative Analysis of Machine Learning Techniques for Non-Intrusive Load Monitoring

Extended fractional singular kalman filter

The role of storage degradation in energy management problems: An optimal control perspective

PF-FEDG: An open-source data generator for frequency disturbance event detection with deep-learning reference classifiers

The cost-competitiveness of concentrated solar power with thermal energy storage in power systems with high solar penetration levels

A new resonant fault current limiter for improved wind turbine transient stability

Neural Architecture Search (NAS) for designing optimal power quality disturbance classifiers

Robust fractional order singular Kalman filter

Energy efficient behavior modeling for demand side recommender system in solar microgrid applications using multi-agent reinforcement learning model

Symmetry in the Narrow Sense: On the Linearity and Time-Invariance of DQ0 Models

Energy storage for mitigating grid congestion caused by electric vehicles: A techno-economic analysis using a computationally efficient graph-based methodology

Collaborators (8)

Noman Shabbir

Kristina Vassiljeva

Andrea Ferrantelli

Eduard Petlenkov

Dmitry Baimel

Aleksei Tepljakov

Dinesh Kumar

Yuval Beck

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