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1. Zheng Q, Miao L, Zhang H, Ye Z. On-board real-time optimization control for turbofan engine thrust under flight emergency condition[J]. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, 2017, 231(7): 554-566.
2. Zheng Q, Zhang H, Miao L, et al. On-board real-time optimization control for turbo-fan engine life extending[J]. International Journal of Turbo & Jet-Engines, 2017, 34(4): 321-332.
3. Zheng Q, Zhang HB, Li Y, et al. Aero-engine On-board Dynamic Adaptive MGD Neural Network Model within a Large Flight Envelope[J]. IEEE Access, 2018,6(1): 45755-45761.
4. Zheng Q, Xu Z, Zhang H, et al. A turboshaft engine NMPC scheme for helicopter autorotation recovery maneuver[J]. Aerospace Science and Technology, 2018, 76: 421-432.
5. Zheng Q, Zhang H. A global optimization control for turbo-fan engine acceleration schedule design[J]. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2018, 232(2): 308-316.
6. Zheng Q, Jin C, Hu Z, et al. A Study of Aero-Engine Control Method Based on Deep Reinforcement Learning[J]. IEEE Access, 2019, 7: 55285-55289. DOI: 10.1109/ACCESS.2018.2883997
7. Zheng QG, Du ZY, Da W, et al.Direct Thrust Inverse Control of Aero-engine based on Deep Neural Network[J]. International Journal of Turbo & Jet-Engines,2019, DOI: https://doi.org/10.1515/tjj-2018-0049
8. Zheng Q, Fang J, Hu Z, et al. Aero-Engine On-Board Model Based on Batch Normalize Deep Neural Network[J]. IEEE Access, 2019, 7: 54855-54862. DOI 10.1109/ACCESS.2018.2885199
9. Zheng QG, Wang Y, Sun FY, et al. Aero-engine Direct Thrust Control with Nonlinear Model Predictive Control based on Linearized DNN Predictor[J]. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, DOI: 10.1177/0959651819853395
10. Zheng Q, Pang S, Zhang H, et al. A Study on Aero-Engine Direct Thrust Control with Nonlinear Model Predictive Control Based on Deep Neural Network[J]. International Journal of Aeronautical and Space Sciences, 2019, 20(4): 933-939. https://doi.org/10.1007/s42405-019-00191-4
11. Zheng Q, Xu Z, Wang Y, et al. Overall optimization design of high temperature components cooling coefficient for lower infrared turbofan engine[J]. Infrared Physics & Technology, 2019, 102: 102990. https://doi.org/10.1016/j.infrared.2019.102990
12. Zheng Q, Wang Y, Sun F, et al. Research on aero-engine steady model based on an improved compact propulsion system model[J]. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, 2019: 0959651819878527. https://doi.org/10.1177/0959651819878527
13. Zheng Q, Chen H, Wang Y, et al. Research on hybrid optimization and deep learning modeling method in the performance seeking control[J]. Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2020: 0954410020903151. https://doi.org/10.1177/0954410020903151
14. Zheng Q, Fu D, Wang Y, et al. A study on global optimization and deep neural network modeling method in performance-seeking control[J]. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, 2020, 234(1): 46-59. https://doi.org/10.1177/0959651819852477
15. Zheng Q, Xi Z, Hu C, et al. A Research on Aero-engine Control based on Deep Q Learning[J]. International Journal of Turbo & Jet-Engines,2020
16. Qiangang Zheng, Juan Fang, et al. Research on Performance Seeking Control based on Beetle Antennae Search Algorithm[J]. Measurement and Control,2020,https://doi.org/10.1177/0020294020944939
17. Qiangang Zheng, Wang yong, Aero-engine Dynamic Model based on an Improved Compact Propulsion System Dynamic Model[J]. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering,2020
18. 郑前钢, 张海波, 李永进. 基于单纯B样条的航空发动机机载稳态模型研究[J]. 推进技术, 2015, 36(12):1887-1894. (EI);
19. 郑前钢, 张海波, 叶志锋,等. 基于变导叶调节的涡扇发动机加速过程优化控制[J]. 航空动力学报, 2016, 31(11):2801-2808. (EI);
20. Wang Y, Zheng Q, Du Z, Zhang H. Research on nonlinear model predictive control for turboshaft engines based on double engines torques matching[J]. Chinese Journal of Aeronautics, 2019, 33(2), 561:571.
21. Wang Y, Zheng Q, Xu Z, Zhang H. A Novel Control Method for Turboshaft Engine with Varia-ble Rotor Speed Based on the Ngdot Estimator through LQG/LTR and Rotor Predicted Torque Feedforward (Accepted) [J]. Chinese Journal of Aeronautics, 2019.
22. Wang Y, Zheng Q, Zhang H, et al. A Study on the Acceleration Optimization Control Method for the Integrated Helicopter/Engine System Based on Torsional Vibration Suppression[J]. IEEE Access, 2018, 7: 1182-1194.
23. Wang Y, Zheng Q, Zhang H, et al. Adaptive control and predictive control for torsional vibration suppression in helicopter/engine system[J]. IEEE Access, 2018, 6: 23896-23906.
24. Wang Y, Zheng Q, Zhang H, et al. Research on predictive control of helicopter/engine based on LMS adaptive torsional vibration suppression[J]. Journal of Low Frequency Noise, Vibration and Active Control, 2018, 37(4): 1151-1163.
25. Wang Y, Zheng Q, Zhang H, et al. The LQG/LTR control method for turboshaft engine with variable rotor speed based on torsional vibration suppression[J]. Journal of Low Frequency Noise, Vibration and Active Control, 2019: 1461348419847010.
26. Wang Y, Zheng Q, Zhang H, et al. Research on integrated control method of tiltrotor with variable rotor speed based on two-speed gearbox[J]. International Journal of Turbo & Jet-Engines, 2018.
27. Wang Y, Zheng Q, Fu D, Zhang H. Study on Adaptive Torsional Vibration Suppression Methods for Helicopter/ Turboshaft Engine System with Variable Rotor Speed [J]. Asian Journal of Control, 2019.
28. Wang Y, Zheng Q, Zhang H, et al. A Study on Torsional Vibration Suppression Method for an Integrated Helicopter/Engine System[J]. International Journal of Turbo & Jet-Engines, 2018.
29. Wang Y, Zheng Q, Zhang H, et al. A Study on Nonlinear Model Predictive Control for Helicopter/Engine with Variable Rotor Speed Based on Linear Kalman Filter[J]. International Journal of Turbo & Jet-Engines, 2019.
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