N. Tomin

发表

On the neural network approach for forecasting of nonstationary time series on the basis of the Hilbert-Huang transform

D. N. Sidorov, V. G. Kurbatskii, D. Sidorov, 2011 .

Optimal Operation Control of PV-Biomass Gasifier-Diesel-Hybrid Systems Using Reinforcement Learning Techniques

Denis Sidorov, Nikita Tomin, D. N. Sidorov, 2020, Energies.

Distributed placement of wind farms to minimize the impact of power fluctuations on the electric power system

N. Tomin, V. Kurbatsky, V. Shakirov, 2021 .

Siting and sizing of wind farms taking into account stochastic nature of generation

N. Tomin, V. Kurbatsky, V. Shakirov, 2020 .

A multi-criteria approach to designing and managing a renewable energy community

N. Tomin, V. Kurbatsky, V. Shakirov, 2022, Renewable Energy.

Forecasting nonstationary time series based on Hilbert-Huang transform and machine learning

D. N. Sidorov, V. Spiryaev, N. Tomin, 2014, Automation and Remote Control.

Forecasting nonstationary time series based on Hilbert-Huang transform and machine learning

D. N. Sidorov, Denis N. Sidorov, Nikita V. Tomin, 2014, Autom. Remote. Control..

Optimal Training of Artificial Neural Networks to Forecast Power System State Variables

D. N. Sidorov, Denis N. Sidorov, Nikita V. Tomin, 2014, Int. J. Energy Optim. Eng..

Ensemble Methods of Classification for Power Systems Security Assessment pdf

Aoife Foley, D. N. Sidorov, Denis N. Sidorov, 2016, Applied Computing and Informatics.

Power System Parameters Forecasting Using Hilbert-Huang Transform and Machine Learning pdf

D. N. Sidorov, Denis N. Sidorov, Nikita V. Tomin, 2014, ArXiv.

Toward Zero-Emission Hybrid AC/DC Power Systems with Renewable Energy Sources and Storages: A Case Study from Lake Baikal Region

D. Sidorov, N. Tomin, Yong Li, 2020, Energies.

A hybrid wind speed forecasting strategy based on Hilbert-Huang transform and machine learning algorithms

Denis Sidorov, Nikita Tomin, D. N. Sidorov, 2014, 2014 International Conference on Power System Technology.

Machine Learning Techniques for Power System Security Assessment

Denis Sidorov, Nikita Tomin, D. N. Sidorov, 2016 .

A random forest-based approach for voltage security monitoring in a power system

Michael Negnevitsky, Christian Rehtanz, Nikita Tomin, 2015, 2015 IEEE Eindhoven PowerTech.

Development of an intelligent system for preventing large-scale emergencies in power systems

M. Negnevitsky, N. Voropai, N. Tomin, 2013, 2013 IEEE Power & Energy Society General Meeting.

Design and optimal energy management of community microgrids with flexible renewable energy sources

E. Lora, C. Rehtanz, N. Tomin, 2021, Renewable Energy.

Hybrid renewable energy systems, load and generation forecasting, new grids structure, and smart technologies

Nikita Tomin, Aliona Dreglea, Ulf Hager, 2021 .

The Concept of Constructing an Artificial Dispatcher Intelligent System Based on Deep Reinforcement Learning for the Automatic Control System of Electric Networks

N. Tomin, 2020, Journal of Computer and Systems Sciences International.

Application of Meta-Heuristic Optimization Algorithms in Electric Power Systems

Irina Kolosok, Elena Korkina, Nikita Tomin, 2013 .

The Development of a Joint Modelling Framework for Operational Flexibility in Power Systems

Nikita TOMIN, Victor KURBATSKY, Nikolai VOROPAI, 2019, 2019 16th Conference on Electrical Machines, Drives and Power Systems (ELMA).

A Dynamic Analysis of Energy Storage With Renewable and Diesel Generation Using Volterra Equations

Fang Liu, Aoife Foley, Denis Sidorov, 2019, IEEE Transactions on Industrial Informatics.

Development of Digital Twin for Load Center on the Example of Distribution Network of an Urban District

Nikita Tomin, Victor Kurbatsky, Vadim Borisov, 2020, E3S Web of Conferences.

Fault detection, identification and localization in medium-voltage networks using fuzzy-logic

Christian Rehtanz, N. Tomin, B. M. Keune, 2014 .

Stability of Power Grids: State-of-the-art and Future Trends

Nikita Tomin, Daniil Panasetsky, Alexey Iskakov, 2019, EPJ Web of Conferences.

Estimation of the location of inter-area oscillations and their interactions in electrical power systems using Lyapunov modal analysis

N. Tomin, A. Iskakov, D. Panasetsky, 2023, International Journal of Electrical Power & Energy Systems.

Smart Technologies in Emergency Control of Russia's Unified Energy System

Dmitry Efimov, Nikolai I. Voropai, Nikita V. Tomin, 2013, IEEE Transactions on Smart Grid.

Management of Voltage Flexibility from Inverter-Based Distributed Generation Using Multi-Agent Reinforcement Learning

N. Voropai, C. Rehtanz, N. Tomin, 2021, Energies.

Coordinated Intelligent Operation and Emergency Control of Electric Power Systems

Dmitry Efimov, Irina Kolosok, Elena Korkina, 2012 .

Hybrid intelligent technique for voltage/VAR control in power systems

Nikita Tomin, Victor Kurbatsky, Ivan S. Reutsky, 2019, IET Generation, Transmission & Distribution.

Robust Reinforcement Learning-Based Multiple Inputs and Multiple Outputs Controller for Wind Turbines

N. Tomin, 2023, Mathematics.

Deep Reinforcement Learning for Energy Microgrids Management Considering Flexible Energy Sources

Nikita Tomin, Alexander Domyshev, Alexey Zhukov, 2019, EPJ Web of Conferences.

Development of computional intelligence-based algorithms of preventing voltage collapse in power systems with a complex multi-loop structure

D. N. Sidorov, N. Voropai, N. Tomin, 2016, 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC).

Decentralized multi-agent algorithm for voltage control

Denis Sidorov, Nikita Tomin, D. N. Sidorov, 2016, 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC).

Intelligent Control of a Wind Turbine based on Reinforcement Learning

Nikita TOMIN, Victor KURBATSKY, Huseyngulu GULIYEV, 2019, 2019 16th Conference on Electrical Machines, Drives and Power Systems (ELMA).

An intelligent security alert system for power system pre-emergency control

Christian Rehtanz, Nikita Tomin, Victor Kurbatsky, 2013, 2013 13th International Conference on Environment and Electrical Engineering (EEEIC).