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Aleksei Tepljakov

Research Scientist

Tallinn University of Technology

Estonia

Research Interests

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Articles (16)

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2027

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2026

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2026

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2026

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2026

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2026

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2024

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2023

Collaborators (3)

Juri Belikov

Tenured Associate Professor

Tallinn University of Technology

ESTONIA

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Filippo Sanfilippo

Professor

University of Agder

NORWAY

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Eduard Petlenkov

Professor

Tallinn University of Technology

ESTONIA

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Aleksei Tepljakov

Research Interests

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Articles (16)

Data-Driven Fault Detection and Energy Optimization in Supermarket Refrigeration: A Multi-site Pilot Study

From Virtual to Reality: A Structured Framework for Training Humanoid Robots for Elderly Care Using Learning from Demonstration

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

When control meets large language models: From words to dynamics

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

Symbolic Regression-Based Mining of Fractional-Order Dynamics With Industrial Implementation

On Robust Stability of Uncertain Control Systems With Time Delay: An Approach Based on the Overlap of Value Sets

Revisiting the LQR Problem of Singular Systems

Demand Side Management for Commercial Buildings: Multiple Heating Systems Based Optimization in Real-Time

Model Predictive Control of Descriptor Systems

Extended fractional singular kalman filter

Optimal Robust Filter of Uncertain Fractional Order Systems: A Penalized Deterministic Approach

Virtual Inertia Control of Isolated Microgrids Using an NN-Based VFOPID Controller

Robust fractional order singular Kalman filter

Intelligent Control and Digital Twins for Industry 4.0

The Experience of A Self-Assessment Tool for Enhancing XR Technology Adoption in SMEs and HEIs across Europe

Collaborators (3)

Juri Belikov

Filippo Sanfilippo

Eduard Petlenkov

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