Chapter Х. Application of artificial intelligence in scientific research in the field of heat power engineering

Ostapenko, Olha (orcid.org/0000-0001-9682-9419) (2025) Chapter Х. Application of artificial intelligence in scientific research in the field of heat power engineering . ФОП Ямчинський О.В., м. Київ, Україна, pp. 125-135. ISBN 978-617-8830-09-0

Text CНAPTER Х.pdf Download (626kB)

Abstract

The study assessed the possibilities of applying artificial intelligence technologies in scientific research in the field of heat and power engineering. The possibilities of applying artificial intelligence for modeling, optimization and forecasting of heat and power systems, including those with non-traditional and renewable energy sources, were assessed. The possibilities of applying artificial intelligence for modeling thermodynamic processes and cycles, as well as heat and mass transfer processes were assessed. The possibilities of applying artificial intelligence in energy audit and energy modernization were shown. Practical examples of applying artificial intelligence in heat and power research were given. The advantages, disadvantages and risks associated with the use of artificial intelligence technologies in heat and power systems were assessed. Strategies for minimizing the risks associated with the use of artificial intelligence technologies in research, optimization and effective safe operation of heat and power systems were proposed.

Item Type:	Book
Additional Information:	Ostapenko Olha. Chapter Х. Application of artificial intelligence in scientific research in the field of heat power engineering. Штучний інтелект у науці : монографія / [авт. колектив]; за ред. Яцишина Андрія та Яцишин Анни. – Київ: ФОП Ямчинський О.В., 2025. – С. 125-135. ISBN 978-617-8830-09-0
Keywords:	artificial intelligence, scientific research, heat power engineering, modeling, optimization
Subjects:	Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 001 Science and knowledge in general. Organization of intellectual work > 001.8 Methodology > 001.89 Organization of science and scientific work Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 00 Prolegomena. Fundamentals of knowledge and culture. Propaedeutics > 004 Computer science and technology. Computing. Data processing > 004.9 Application-oriented computer-based techniques Science and knowledge. Organization. Computer science. Information. Documentation. Librarianship. Institutions. Publications > 6 Applied Sciences. Medicine. Technology > 62 Engineering. Technology in general
Divisions:	Institute for Digitalisation of Education > Generic resouse
Depositing User:	д.пед.н. Анна Яцишин
Date Deposited:	27 Jan 2026 17:38
Last Modified:	03 Feb 2026 11:35
URI:	https://lib.iitta.gov.ua/id/eprint/748273

Downloads

Actions (login required)

View Item