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 similar monitoring applications of other industrial dynamic objects.
Authors
- dr inż. Tacjana Niksa-Rynkiewicz link open in new tab ,
- dr inż. Natalia Szewczuk-Krypa link open in new tab ,
- dr hab. Anna Witkowska link open in new tab ,
- prof. dr hab. inż. Krzysztof Cpałka,
- Dr hab. inż. Marcin Zalasiński,
- prof. Andrzej Cader
Additional information
- DOI
- Digital Object Identifier link open in new tab 10.2478/jaiscr-2021-0009
- Category
- Publikacja w czasopiśmie
- Type
- artykuły w czasopismach
- Language
- angielski
- Publication year
- 2021
