Back to Search Start Over

Constrained Model Predictive Control for Generation Power Distribution on Aircraft Engines

Authors :
Lingfei Xiao
Yushuo Tan
Robert R. Sattarov
Ye Wei
Source :
Energies, Vol 17, Iss 18, p 4533 (2024)
Publication Year :
2024
Publisher :
MDPI AG, 2024.

Abstract

Aiming at the increasing demand for electric energy in aircraft in the future, a multi-objective optimization aircraft engine constrained model predictive control method based on generation power distribution is proposed. Firstly, based on the aircraft engine component level model and the equilibrium manifold theory, the aircraft engine equilibrium manifold expansion model is established. Secondly, the influence of the power generation is modeled, and the influence of the low- and high-pressure shaft generators on the normal operation of the aircraft engine is studied and compared. The control variables such as fuel flow and total generation power are taken as the constraint conditions to design the constraint model predictive controller. Furthermore, the multi-objective grey wolf optimization algorithm is introduced to intelligently optimize the parameters of the designed controller. At last, the simulation based on the component level model shows that the high-pressure shaft generator has less influence on the state quantity, including engine thrust, than the low-pressure shaft generator. The proposed control method using the multi-objective gray wolf optimization (MOGWO) algorithm has rapid response and no steady-state error.

Details

Language :
English
ISSN :
17184533 and 19961073
Volume :
17
Issue :
18
Database :
Directory of Open Access Journals
Journal :
Energies
Publication Type :
Academic Journal
Accession number :
edsdoj.266349170744d05ba2d048150d280c3
Document Type :
article
Full Text :
https://doi.org/10.3390/en17184533