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1 Journal of Artificial Intelligence and Soft Computing Research

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Monitoring regenerative heat exchanger in steam power plant by making use of the recurrent neural network

Niksa-Rynkiewicz Tacjana, Szewczuk-Krypa Natalia, Witkowska Anna, Cpałka Krzysztof, Zalasiński Marcin, Cader Andrzej

Journal of Artificial Intelligence and Soft Computing Research

2021

Vol. 11, No. 2

143--155

Artificial Intelligence algorithms are being increasingly used in industrial applications. Their important function is to support operation of diagnostic systems. This paper presents 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.