dr inż. Natalia Szewczuk-Krypa
Employment
- Assistant Professor at Institute of Energy
Social media
Contact
- natalia.szewczuk@pg.edu.pl
Publication showcase
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Research and applications of active bearings: A state-of-the-art review
Controllable/active bearings are mainly associated with active magnetic bearings (AMBs), whereas active bearing control is also found in many types of bearings, e.g. fluid, gas and hybrid bearings. The article presents a review of the literature describing the structure and results of studies of active bearings. Active control brings a number of benefits resulting in the fact that their use as a support for rotors becomes increasingly...
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Monitoring Regenerative Heat Exchanger in Steam Power Plant by Making Use of the Recurrent Neural Network
Artificial Intelligence algorithms are being increasingly used in industrial applications. Their important function is to support operation of diagnostic systems. This paper pesents a new approach to the monitoring of a regenerative heat exchanger in a steam power plant, which is based on a specific use of the Recurrent Neural Network (RNN). The proposed approach was tested using real data. This approach can be easily adapted to...
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Comparable analysis of PID controller settings in order to ensure reliable operation of active foil bearings
In comparison to the traditional solutions, active bearings offer great operating flexibility, ensure better operating conditions over a wider range of rotational speeds and are safe to use. In order to ensure optimum bearing performance a bearing control system is used that adapts different geometries during device operation. The selection of optimal controller parameters requires the use of modern optimization methods that make...
Obtained scientific degrees/titles
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2022-07-06
Obtained science degree
dr inż. Mechanical engineering (Engineering and Technology)
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