Industry 4.0 contribution to asset management in the electrical industry

G Biard, GA Nour - Sustainability, 2021 - mdpi.com
Industry 4.0 has revolutionized paradigms by leading to major technological developments
in several sectors, including the energy sector. Aging equipment fleets and changing …

High-voltage circuit breakers technical state patterns recognition based on machine learning methods

AI Khalyasmaa, MD Senyuk… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper is devoted to improving the assessment of the technical state (health index) of
power circuit breakers through the use of machine learning, which allows to formalize expert …

Algorithmic realization of short-term solar power plant output forecasting

DA Snegirev, SA Eroshenko, RT Valiev… - 2017 IEEE II …, 2017 - ieeexplore.ieee.org
The rapid growth of solar power plants, integrated into United Power System of Russia
(UPS), keeps stable over the last several years. The high percentage of solar power plants …

Digital twin technology as an instrument for increasing electrical equipment reliability

AI Khalyasmaa, SA Eroshenko… - IOP Conference …, 2020 - iopscience.iop.org
The article describes the experience of practical realisation of digital twin technology for
voltage and current measurement transformer 110 kV installed in real power station. In terms …

Robotic intelligence laboratory for overhead transmission lines assessment

AI Khalyasmaa, SA Dmitriev… - 2016 57th International …, 2016 - ieeexplore.ieee.org
Overhead transmission lines integral assessment problem is considered in the paper.
Failures diagnostic and analysis procedure based on artificial intelligence techniques is …

Functional assessment system of solar power plant energy production

DA Snegirev, RT Valiev, SA Eroshenko… - … on ENERGY and …, 2017 - ieeexplore.ieee.org
Renewable energy development all over the world led to significant growth of solar power
plants' installed capacity, including United Power System (UPS) of Russia. The stochastic …

Decision support system for science-technical solutions efficiency assessment based on hybrid neural networks

SA Eroshenko, AM Romanov - 2016 XIX IEEE International …, 2016 - ieeexplore.ieee.org
The model of the self-training and self-adjusting information analytical system which allows
for the large data volumes operation and differential assessment of the scientific-technical …

Predictive analytics for fault reasoning in gas flow control facility: A hybrid fuzzy theory and expert system approach

E Hassannayebi, R Nourian, SM Mousavi… - Journal of Loss …, 2022 - Elsevier
Gas pressure reduction stations are essential in energy distribution networks because even
a minor failure of these systems causes disruptive consumer problems. This study aims to …

Fuzzy dynamic model of power equipment state assessment

SA Dmitriev, AI Khalyasmaa… - 2016 IEEE NW …, 2016 - ieeexplore.ieee.org
There is a strong growths of equipment fleet with expired specified standard service life in
Russia. Substations equipment repair is necessary for no-break power supply to consumers …

Training samples construction for energy utilities operational assets management

A Khalyasmaa, S Eroshenko - … on Applied Physics, System Science and …, 2017 - Springer
The paper is concerned with the training sets formation problems in the intelligent
information analytical systems for electrical grid equipment technical state assessment and …