Compensator based improved model predictive control for Aero-engine

Abstract Model predictive control (MPC) can be applied to aero-engine for optimal command tracking and constraint handling. However, the performance of MPC is highly dependent on the accuracy of the predictive model. Therefore, a new structure MPC with an additional modeling error compensation loop is proposed, which can substantially reduce the dependence of MPC on the accuracy of the predictive model, and enhance the performance and real-time property of the system simultaneously. The new MPC replaces the traditional feedback correction loop with a compensation control loop to realize high-performance tracking over the large envelope with only one predictive model. The compensation loop controller employs an augmented discrete linear quadratic method for robust tracking capability. Simulations on the turboprop engine show that, compared with the standard MPC, the new MPC shows greater robustness over the envelope with smaller settling time, overshoot, and fluctuation of power turbine speed.

Authors

Institutions

Publication Details

Journal
International Journal of Turbo and Jet Engines
Published
2024-11-28
DOI
https://doi.org/10.1515/tjj-2024-0052
Primary Topic
Advanced Control Systems Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Compensator based improved model predictive control for Aero-engine

Jingmei Cong, Shuwei Pang, Wenxiang Zhou, Xueting Fu et al.
International Journal of Turbo and Jet Engines
Advanced Control Systems Optimization
article

Compensator based improved model predictive control for Aero-engine

Jingmei Cong, Shuwei Pang, Wenxiang Zhou, Xueting Fu, Hongyi Chen, Tao Wang, Qiuhong Li
article en

Abstract

Abstract Model predictive control (MPC) can be applied to aero-engine for optimal command tracking and constraint handling. However, the performance of MPC is highly dependent on the accuracy of the predictive model. Therefore, a new structure MPC with an additional modeling error compensation loop is proposed, which can substantially reduce the dependence of MPC on the accuracy of the predictive model, and enhance the performance and real-time property of the system simultaneously. The new MPC replaces the traditional feedback correction loop with a compensation control loop to realize high-performance tracking over the large envelope with only one predictive model. The compensation loop controller employs an augmented discrete linear quadratic method for robust tracking capability. Simulations on the turboprop engine show that, compared with the standard MPC, the new MPC shows greater robustness over the envelope with smaller settling time, overshoot, and fluctuation of power turbine speed.

International Journal of Turbo and Jet EnginesVol. 42(2)
Aero Engine Corporation of China (China) (CN), Nanjing University of Aeronautics and Astronautics (CN)
Affordable and clean energy
Openalex Percentile: Top 75%
Advanced Control Systems Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Compensator based improved model predictive control for Aero-engine — Jingmei Cong, Shuwei Pang, et al. · International Journal of Turbo and Jet Engines (2024) | TGRS Research Map | TGRS