| Autor: |
Niksa-Rynkiewicz Tacjana, Witkowska Anna, Głuch Jerzy, Adamowicz Marcin |
| Jazyk: |
angličtina |
| Rok vydání: |
2022 |
| Předmět: |
|
| Zdroj: |
Polish Maritime Research, Vol 29, Iss 4, Pp 123-131 (2022) |
| Druh dokumentu: |
article |
| ISSN: |
2083-7429 |
| DOI: |
10.2478/pomr-2022-0050 |
| Popis: |
Very often, the operation of diagnostic systems is related to the evaluation of process functionality, where the diagnostics is carried out using reference models prepared on the basis of the process description in the nominal state. The main goal of the work is to develop a hierarchical gas turbine reference model for the estimation of start-up parameters based on multi-layer perceptron neural networks. A functional decomposition of the gas turbine start-up process was proposed, enabling a modular analysis of selected parameters of the process. Real data sets obtained from observations of the turbo-generator set located on a North Sea platform were used. |
| Databáze: |
Directory of Open Access Journals |
| Externí odkaz: |
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