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- Title
Mathematical modelling of thermal processes by the use of regression and neural models.
- Authors
RUSINOWSKI, HENRYK; PLIS, MARCIN
- Abstract
The paper presents a description of used methods and exemplary mathematical models which are classified into theoretical-empirical models of thermal processes. Such models encompass equations resulting from the laws of physics and additional empirical functions describing processes for which analytical models are complex and difficult to develop. The principle of developing, advantages and disadvantages of presented models as well as quality prediction assessment were presented. Mathematical models of a steam boiler, a steam turbine as well as a heat recovery steam generator were described. Exemplary calculation results were presented and compared with measurements.
- Subjects
ARTIFICIAL neural networks; MATHEMATICAL models; HEAT recovery; STEAM generators; PHYSICS
- Publication
Archives of Thermodynamics, 2018, Vol 39, Issue 3, p111
- ISSN
1231-0956
- Publication type
Article
- DOI
10.1515/aoter-2018-0023