Tutkijatohtori Aleksei Romanenko

E-mail: Aleksei.Romanenko@lut.fi

Current Organisation
Laboratory of Electricity Market and Power Systems (Superior organisation: Laboratory of Electrical Engineering)

Research Interest
Inverter-induced high-frequency bearing currents are a common root cause of bearing failures in frequency converter-fed motors and generators. Bearing faults are typically identified by vibration measurements. In our work, we experimentally submit bearings to electric discharge machining (EDM) bearing currents, use different means to measure the electrical stress placed on the bearings, measure the resulting vibration signal, and apply signal processing for feature extraction. The final goal of the research is to develop a method of diagnosing bearing failure early on so it can be replaced before causing damage to the machine.

Publications
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Taxonomy of Security Threats in Energy Systems (2020)
A4 Conference proceedings
Romanenko Aleksei, Tanjimuddin Md, Raussi Petra, et al.
International Conference On The European Energy Market
2020 17th International Conference on the European Energy Market (EEM)
Hyper-parameter Optimization of Multi-attention Recurrent Neural Network for Battery State-of-Charge Forecasting (2019)
A4 Conference proceedings
Mashlakov Aleksei, Tikka Ville, Lensu Lasse, et al.
Lecture Notes in Computer Science
EPIA 2019: Progress in Artificial Intelligence
Information Exchange Platform for Enabling Ancillary Services from Distributed Energy Resources (2019)
A4 Conference proceedings
Kulmala Anna, Keski-Koukari Antti, Mäki Kari, et al.
International Conference On The European Energy Market
2019 16th International Conference on the European Energy Market (EEM)
Normalization-based approach to electric motor BVR related capacitances computation (2019)
A1 Journal article (refereed), original research
Ahola Jero, Muetze Annette, Niemelä Markku, et al.
IEEE Transactions on Industry Applications
Novel Technical Solutions as an Enabler of the Small-Scale Demand Response Resources (2019)
A4 Conference proceedings
Tikka Ville, Romanenko Aleksei, Mashlakov Aleksei, et al.
Conference proceedings CIRED
Proceedings of the 25th International Conference on Electricity Distribution (CIRED 2019)
Scheduling of an Energy Storage System Operation with Regard to the Market Price Behavior (2019)
A4 Conference proceedings
Nigmatulina Nelli, Tikka Ville, Belonogova Nadezda, et al.
International Conference On The European Energy Market
2019 16th International Conference on the European Energy Market (EEM)
Sensitivity analysis of a PLC-based DSSS anti-islanding system in power distribution grids (2019)
A1 Journal article (refereed), original research
Poluektov Anton, Pinomaa Antti, Romanenko Aleksei, et al.
International Journal of Electrical Power and Energy Systems
Diagnostics of Low-Voltage Power Cables by Frequency-Response Analysis of Power-Line Communication Channel (2018)
A4 Conference proceedings
Poluektov Anton, Pinomaa Antti, Romanenko Aleksei, et al.
European Conference On Power Electronics And Applications
2018 20th European Conference on Power Electronics and Applications (EPE'18 ECCE Europe)
Final report: Multi-objective role of battery energy storages in an energy system (2018)
D4 Published development or research report or study
Tikka Ville, Belonogova Nadezda, Honkapuro Samuli, et al.
LUT Scientific and Expertise Publications : Tutkimusraportit - Research reports
Normalization-based approach to electric motor BVR related capacitances computation (2018)
A4 Conference proceedings
Ahola Jero, Muetze Annette, Niemelä Markku, et al.
2018 IEEE Applied Power Electronics Conference and Exposition (APEC)



Last updated on 2019-01-10 at 04:03