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Eduard Petlenkov

Professor

Tallinn University of Technology

Estonia

Research Interests

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Professors in Energy Engineering

Articles (31)

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Collaborators (7)

Juri Belikov

Tenured Associate Professor

Tallinn University of Technology

ESTONIA

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Martin Thalfeldt

Professor

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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A. Sorniotti

Full Professor

Politecnico di Torino

ITALY

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Dmitry Baimel

ISRAEL

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Patrick Gruber

University of Surrey

UNITED KINGDOM

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Aleksei Tepljakov

Research Scientist

Tallinn University of Technology

ESTONIA

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Eduard Petlenkov

Research Interests

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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

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

Data-driven Room Occupancy Estimation Using Environmental Sensor Measurements

Fault detection and diagnostics for HVAC systems using heat meter data, statistical features, and data mining

Robust Fractional-Order Control of Vehicle Platoon Under Actuator and Communication Delay Intervals

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

Scalable Estimation of Energy Savings via Demand-Temperature Modeling in Commercial Buildings

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

Robust H∞ frequency control of deregulated power systems with high renewable penetration and uncertainties

A Developed Two-Stage Fractional–Integer Order Controller for Frequency Regulation in Interconnected Renewable Power Systems Under Uncertainties

Adaptive demand-based control of heat pumps in non-residential buildings using supervised machine learning

Analytical CDM-Based Synthesis of a PIDA Controller for Robust Load Frequency Control in Renewable-Integrated Deregulated Power Systems

Data-Driven Insights for University Campus Sustainability Planning: Evaluating Space Heating and Ventilation Systems’ Efficiency

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

Towards Cognitive Buildings: Filling Technological Gap with Enabling Technologies

Frequency stabilization of a sophisticated multi-area interconnected hybrid power system considering non-inertia sources

A Genetic Programming Approach to Nonlinear Model Identification for Laboratory and Industrial Systems

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

Regulation of electron bunch arrival time for a continuous-wave linac: Exploring the application of the H2 mixed-sensitivity problem

Extended fractional singular kalman filter

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

Resource-Aware Scene Text Recognition Using Learned Features, Quantization, and Contour-Based Character Extraction

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

Robust stability testing function for a complex interval family of fractional-order polynomials

Review of Energy Challenges and Horizons of Hydrogen City Buses

Stabilization and uncertainty analysis of a time‐fractional reaction diffusion equation cascaded with a time‐fractional hyperbolic partial differential equation

Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)

Real-Time Regulation of Beam-Based Feedback: Implementing an FPGA Solution for a Continuous Wave Linear Accelerator

Collaborators (7)

Juri Belikov

Martin Thalfeldt

Kristina Vassiljeva

A. Sorniotti

Dmitry Baimel

Patrick Gruber

Aleksei Tepljakov

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