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E

Eduard Petlenkov

Tallinn University of Technology

29H-index
291Paper Count
3.3KCitation Count
Published Papers 43
Publication Date
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Hybrid ML-LTI control of AHU supply air temperature with comfort-energy metrics
errEnergy Reports
IF5.1
err2026-08-31
err0
errOAAI
errMarika Eik; Aleksei Tepljakov; Hossein Nourollahi Hokmabad; Ahmet Kose; Eduard Petlenkov; Juri Belikov
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Rapid optimization-based data-driven control for nonlinear MIMO systems
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-07-10
err0
PREAI
errMajid Ghorbani; Aleksei Tepljakov; Eduard Petlenkov
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errSave
Analytical CDM-Based Synthesis of a PIDA Controller for Robust Load Frequency Control in Renewable-Integrated Deregulated Power Systems
errIEEE Access
IF3.6
err2026-06-22
err0
errOAAI
errMahmoud Bakeer; Komeil Nosrati; Gaber Magdy; Eduard Petlenkov
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When control meets large language models: From words to dynamics
errEngineering Applications of Artificial Intelligence
IF8
err2026-05-20
err0
PREAI
errKomeil Nosrati; Aleksei Tepljakov; Juri Belikov; Eduard Petlenkov
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Adaptive demand-based control of heat pumps in non-residential buildings using supervised machine learning
errSmart Energy
IF5
err2026-04-18
err0
errOAAI
errIvan Sukhanov; Ahmet Kose; Allan Hani; Mika Kovanen; Eduard Petlenkov; Anna Volkova
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errSave
Fault detection and diagnostics for HVAC systems using heat meter data, statistical features, and data mining
errEnergy and Buildings
IF7.1
err2026-03-19
err0
errOAAI
errSofia Vasman; Ivan Sukhanov; Martin Thalfeldt; Eduard Petlenkov
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errSave
A Structure-Preserved Control Approach for Dynamic Load-Altering Attacks in Power Systems
errIEEE Transactions on Smart Grid
IF9.8
err2025-12-22
err0
PREAI
errKomeil Nosrati; Aleksei Tepljakov; Eduard Petlenkov; Elinor Ginzburg-Ganz; Yoash Levron; Juri Belikov
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Implementable robust stability regions for fractional-order PD controllers with an application to servo system control
errAsian Journal of Control
IF2.7
err2025-10-08
err0
PREAI
errMajid Ghorbani; Babak Mehdizadeh Gavgani; Arash Farnam; Aleksei Tepljakov; Eduard Petlenkov; Guillaume Crevecoeur
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errSave
Frequency stabilization of a sophisticated multi-area interconnected hybrid power system considering non-inertia sources
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2025-06-19
err0
PREAI
errGawad, Diaa M.; Magdy, Gaber; Ebrahim, M. A.; Petlenkov, Eduard
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errSave
A Systematic Review of Cutting-Edge Radar Technologies: Applications for Unmanned Ground Vehicles (UGVs)
errSENSORS
IF3.5
err2024-12-06
err1
errOAAI
errErsu, Can; Petlenkov, Eduard; Janson, Karl
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Data-driven baseline generation for post-retrofit energy saving assessment, a comparison of statistical and machine learning methods
errJOURNAL OF BUILDING ENGINEERING
IF7.4
err2024-12-01
err0
errOAAI
errKuivjogi, Helena; Vasman, Sofia; Petlenkov, Eduard; Thalfeldt, Martin; Kurnitski, Jarek
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errSave
Intelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parameters
errENERGY AND AI
IF9.6
err2024-12-01
err0
errOAAI
errNosrati, Komeil; Skiparev, Vjatseslav; Tepljakov, Aleksei; Petlenkov, Eduard; Belikov, Juri
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errSave
Revisiting the LQR Problem of Singular Systems
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2024-11-01
err0
PREAI
errNosrati, Komeil; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard
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errSave
On Robust Stability of Uncertain Control Systems With Time Delay: An Approach Based on the Overlap of Value Sets
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2024-09-01
err1
PREAI
errGhorbani, Majid; Tepljakov, Aleksei; Petlenkov, Eduard
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errSave
Smartgrid-based hybrid digital twins framework for demand side recommendation service provision in distributed power systems
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-07-01
err6
PREAI
errOnile, Abiodun E.; Petlenkov, Eduard; Levron, Yoash; Belikov, Juri
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errSave
Nonlinear dynamics in PEH for enhanced power output and vibration suppression in metastructures
errNONLINEAR DYNAMICS
IF6
err2024-05-29
err0
PREAI
errAlimohammadi, Hossein; Vassiljeva, Kristina; Hosseinnia, S. Hassan; Petlenkov, Eduard
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errSave
Robust fractional order singular Kalman filter
errINTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL
IF3.2
err2023-09-19
err0
PREAI
errNosrati, Komeil; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard
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errSave
Extended fractional singular kalman filter
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2023-07-01
err14
errOAAI
errNosrati, Komeil; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard
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errSave
Virtual Inertia Control of Isolated Microgrids Using an NN-Based VFOPID Controller
errieee transactions on energy conversion
IF10
err2023-07-01
err16
PREAI
errSkiparev, Vjatseslav; Nosrati, Komeil; Tepljakov, Aleksei; Petlenkov, Eduard; Levron, Yoash; Belikov, Juri; Guerrero, Josep M.
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Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2023-03-01
err12
PREAI
errGhorbani, Majid; Tavakoli-Kakhki, Mahsan; Tepljakov, Aleksei; Petlenkov, Eduard
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Research Directions

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Co-authors
Cooperation Journals
J
Josep M. Guerrero
H-index: 156 · Papers: 3.0K
Y
YangQuan Chen
H-index: 98 · Papers: 1.6K
J
Jarek Kurnitski
H-index: 45 · Papers: 456
A
Alvo Aabloo
H-index: 41 · Papers: 313
I
Ivo Petráš
H-index: 40 · Papers: 140
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