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The nonlinear fuzzy intelligent theory for high-bypass-ratio two-spool unmixed-flow jet engines

  • C.C. Hung (Faculty of National Hsin Hua Senior High School) ;
  • T. Nguyen (Ha Tinh University)
  • Received : 2023.05.08
  • Accepted : 2023.09.19
  • Published : 2023.07.25
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Abstract

In our research we have offered a solid solution for aeronautical analysis. which can guarantee the asymptotic stability of coupled nonlinear facilities. According to the theoretical solutions and methods presented, the engine of this aircraft is a small high-bypass turbofan engine. using the non-linear aero-motor control approach and this paper focuses on the power management function of the aero-motor control system. These include static controls and transient controls. A mathematical model of the high-bypass-ratio two-spool unmixed-flow aeroengine was developed through a set of nonlinear dynamic equations verified by experimental data. A single actuator using the displacement method is designed to maintain a certain level of thrust under steady-state conditions. and maintains repeatable performance during transient operation from the requested thrust phase to the next. A single controller can compensate for the effects of noise and harmonic noise at many performance points. And the dynamic performance of a single controller is satisfactory during the transient. for fairness Numerical and computer experiments are described in the perfection of the methods we offer in research.

Keywords

References

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  184. Nguyen, M.N., Jung, W., Shin, S., Kang, J. and Lee, D. (2023), "Topology optimization of Reissner-Mindlin plates using multi-material discrete shear gap method", Steel Compos. Struct., 47(3), 365-374. ttps://doi.org/10.12989/scs.2023.47.3.365. 
  185. Noureldin, M., Gharagoz, M.M. and Kim, J. (2023), "Seismic retrofit of steel structures with re-centering friction devices using genetic algorithm and artificial neural network", Steel Compos. Struct., 47(2), 167-184. https://doi.org/10.12989/scs.2023.47.2.167. 
  186. Pakizeh, M.R., Parastesh, H., Hajirasouliha, I. and Farahbod, F. (2023), "Seismic performance of CFS shear wall systems filled with polystyrene lightweight concrete: Experimental investigation and design methodology", Steel Compos. Struct., 46(4), 497-512. https://doi.org/10.12989/scs.2023.46.4.497. 
  187. Pham, V.T., Son, H.S., Kim, C.G., Jang, Y. and Kim, S.E. (2023), "A novel method for vehicle load detection in cable-stayed bridge using graph neural network", Steel Compos. Struct., 46(6), 731-744. https://doi.org/10.12989/scs.2023.46.6.731. 
  188. Prates, L.M.S., Ferreira, F.P.B., Rossi, A. and Martins, C.H. (2023), "Modelling headed stud shear connectors of steel-concrete pushout tests with PCHCS and concrete topping", Steel Compos. Struct., 46(4), 451-469. https://doi.org/10.12989/scs.2023.46.4.451. 
  189. Qiao, W., Wang, Y., Li, R., Wang, D. and Zhang, H. (2023), "Research on axial bearing capacity of coldformed thin-walled steel built-up column with 12-limb-section", Steel Compos. Struct., 47(3), 437-450. https://doi.org/10.12989/scs.2023.47.3.437. 
  190. Qin, X. and Yang, G. (2023), "Hysteretic model for stud connection in composite structures", Steel Compos. Struct., 47(5), 587-599. https://doi.org/10.12989/scs.2023.47.5.587 
  191. Rahmdel, J.M. and Shafei, E. (2023), "Strain interaction of steel stirrup and EB-FRP web strip in shear-strengthened semi-deep concrete beams", Steel Compos. Struct., 47(3), 383-393. https://doi.org/10.12989/scs.2023.47.3.383. 
  192. Rasti, S., Showkati, H., Aghbashi, B.M., Ozani, S.N. and Zirakian, T. (2023), "Experimental behavior assessment of short, randomly-oriented glass-fiber composite pipes", Steel Compos. Struct., 47(6), 679-691. https://doi.org/10.12989/scs.2023.47.6.679. 
  193. Setiawan, G.H. and Suryawan, I.K.D. (2020), "Analisis Kinerja Aplikasi Pengamatan Kondisi Lalu Lintas Berdasarkan Tingkat Akurasi", Seminar Nasional Teknologi Komputer & Sains (SAINTEKS), 1(1), 579-583. https://doi.org/10.4156/aiss.vol3.issue6.6. 
  194. Shen, C.W., Cheng, M.J., Chen, C.W., Tsai, F.M. and Cheng, Y.C. (2011), "A fuzzy AHP-based fault diagnosis for semiconductor lithography process", Int. J. Innov. Comput., Inform. Control, 7(2), 805-816. 
  195. Shih, B.Y., Chen, C.W., Chen, C.Y. and Kuo, J.W. (2012), "A robust license plate recognition methodology by applying hybrid artificial techniques", Int. J. Innov. Comput. Inform. Control, 8(10A), 6777-6785. 
  196. Shih, B.Y., Chen, C.W., Chen, C.Y. and Lo, T.W. (2012), "Merged search algorithms for radio frequency identification anticollision", Math. Prob. Eng., 2012, Article ID 609035. https://doi.org/10.1155/2012/609035. 
  197. Shih, B.Y., Chen, C.Y., Kuo, J.W., Chen, P.W., Chen, T.H., Chen, C.W., ... & Lee, W.I. (2010), "A preliminary study on design and development of template-based for license plate recognition system applying artificial coordinates auxiliary techniques", 2010 IEEE International Conference on Industrial Engineering and Engineering Management, 80-83. https://doi.org/10.1109/IEEM.2010.5674430. 
  198. Shih, B.Y., Liang, Y.D., Chen, C.Y. and Chen, C.W. (2012), "NXT information and control on test dimensionality using Kolb's innovative learning cycle", 2012 International Symposium on Information Technologies in Medicine and Education, 1, 194-198. https://doi.org/10.1109/ITiME.2012.6291279. 
  199. Song, C., Shi, J.F., Albaijan, I., Elhosiny Ali, H. and Behshad, A. (2023), "Application of computer methods for the effects of nanoparticles on the frequency of the concrete beams experimentally and numerically", Steel Compos. Struct., 48(1), 19-25. https://doi.org/10.12989/scs.2023.48.1.019. 
  200. Su, D.T., Lo, D.C., Chen, C.W. and Huang, Y.C. (2013), "The integration of nautical charts to reconstruct 3D harbor area models and apply assisted navigation", Nat. Hazard., 66, 1135-1151. https://doi.org/10.1007/s11069-012-0516-7. 
  201. Su, R., Li, X. and Li, Z. (2023), "Axial behavior of square CFST encased seawater sea-sand concrete filled PVC/GFRP tube columns", Steel Compos. Struct., 47(6), 781-794. https://doi.org/10.12989/scs.2023.47.6.781. 
  202. Su, T.J., Cheng, J.C., Huang, M.Y., Lin, T.H. and Chen, C.W. (2011), "Applications of cellular neural networks to noise cancelation in gray images based on adaptive particle-swarm optimization", Circuit., Syst. Signal Pr., 30, 1131-1148. https://doi.org/10.1007/s00034-011-9269-x. 
  203. Sui, L., Wu, H., Tao, M., Jia, Z. and Zhou, T. (2023), "Seismic performance evaluation of steel moment frames with self-centering energy-dissipating coupled wall panels", Steel Compos. Struct., 47(5), 663-677. https://doi.org/.12989/scs.2023.47.5.663. 
  204. Tagrara, S.H., Mehdi hamri, M., Saleh, M.M.S., Ghazwani, M.H., Chikh, A., Bousahla, A.A., Kaci, A., Bourada, F. and Tounsi, A. (2023), "Mechanical and thermal stability investigation of functionally graded plates resting on visco-Pasternak foundation", Steel Compos. Struct., 46(6), 839-856. https://doi.org/10.12989/scs.2023.46.6.839. 
  205. Taheri-Behrooz, F. and Torabi, M. (2023), "Low-velocity impact performance of the carbon/epoxy plates exposed to the cyclic temperature", Steel Compos. Struct., 48(3), 305-320. https://doi.org/10.12989/scs.2023.48.3.305. 
  206. Tan, Z., Zhong, W., Meng, B., Duan, S., Wang, H., Yao, X.Y. and Zheng, Y. (2023), "A novel design method for improving collapse resistances of multi-story steel frames with unequal spans using steel braces", Steel Compos. Struct., 47(2), 253-267. https://doi.org/10.12989/scs.2023.47.2.253. 
  207. Tsai, C.H. and Chen, C.W. (2010), "An earthquake disaster management mechanism based on risk assessment information for the tourism industry-a case study from the island of Taiwan", Tour. Manage., 31(4), 470-481. https://doi.org/10.1016/j.tourman.2009.05.008. 
  208. Tsai, C.H. and Chen, C.W. (2011), "Development of a mechanism for typhoon-and flood-risk assessment and disaster management in the hotel industry-A case study of the Hualien area", Scandinav. J. Hospital. Tour., 11(3), 324-341. https://doi.org/10.1080/15022250.2011.601929. 
  209. Tsai, C.H. and Chen, C.W. (2011), "The establishment of a rapid natural disaster risk assessment model for the tourism industry", Tour. Manage., 32(1), 158-171. https://doi.org/10.1016/j.tourman.2010.05.015. 
  210. Tsai, C.H., Chen, C.W., Chiang, W.L. and Lin, M.L. (2008), "Application of geographic information system to the allocation of disaster shelters via fuzzy models", Eng. Comput., 25(1), 86-100. https://doi.org/10.1108/02644400810841431. 
  211. Tsai, C.H., Huang, P.H., Chou, W.C., Shih, C.H., Chen, C.Y., Shih, B.Y., ... & Chung, P.Y. (2010), "Sonar-based obstacle avoidance using a path correction method for autonomous control of a biped robot for the learning stratification and performance", 2010 IEEE International Conference on Industrial Engineering and Engineering Management, 532-536. https://doi.org/10.1109/IEEM.2010.5674501. 
  212. Tsai, C.H., Yeh, K., Chen, C.W. and Chung, P.Y. (2007), "A novel delay-dependent condition for time-delay systems", Artificial Intelligence and Applications, 585-591. 
  213. Tsai, P.W. and Chen, C.W. (2014), "A novel criterion for nonlinear time-delay systems using LMI fuzzy Lyapunov method", Appl. Soft Comput., 25, 461-472. https://doi.org/10.1016/j.asoc.2014.08.045. 
  214. Tsai, P.W., Alsaedi, A., Hayat, T. and Chen, C.W. (2016), "A novel control algorithm for interaction between surface waves and a permeable floating structure", China Ocean Eng., 30, 161-176. https://doi.org/10.1007/s13344-016-0009-7. 
  215. Tseng, C.P. and Chen, C.W. (2012), "Natural disaster management mechanisms for probabilistic earthquake loss", Nat. Hazard., 60, 1055-1063. https://doi.org/10.1007/s11069-011-9889-2. 
  216. Tseng, C.P., Chang, M.L. and Chen, C.W. (2012), "Retracted: Human factors of knowledge sharing intention among taiwanese enterprises: a preliminary study", Human Factor. Ergonom. Manuf. Serv. Indus., 22(4), 328-339. https://doi.org/10.1002/hfm.20507. 
  217. Tseng, C.P., Chen, C.W. and Tu, Y.P. (2011), "A new viewpoint on risk control decision models for natural disasters", Nat. Hazard., 59, 1715-1733. https://doi.org/10.1007/s11069-011-9861-1. 
  218. Tseng, C.P., Chen, C.W., Yeh, K. and Chiang, W.L. (2007), "Intelligent financial decision model of natural disasters risk control", Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues: Third International Conference on Intelligent Computing, Qingdao, China, August. https://doi.org/10.1007/978-3-540-74171-8_6. 
  219. Tseng, C.P., Chiang, W.L., Hsu, W.K., Hung, D.M., Tsai, C.H. and Chen, C.W. (2006), "Default risk-based probabilistic decision model on natural disasters risk control", Proceedings of the 17th IASTED International Conference on Modelling and Simulation, May. 
  220. Tseng, C.P., Chiang, W.L., Hsu, W.K., Lin, S.G., Tsai, C.H., Chen, C.W. and Hung, D.M. (2006), "Optimum arrangement between natural disasters insurance and risk control", Proceedings of the 17th IASTED International Conference on Modelling and Simulation, 184-187. 
  221. Wei, J., Xie, Z., Zhang, W., Yang, Y., Luo, X. and Chen, B. (2023), "Axial compressed UHPC plate-concrete filled steel tubular composite short columns, Part I: Bearing capacity", Steel Compos. Struct., 47(3), 405-421. https://doi.org/10.12989/scs.2023.47.3.405. 
  222. Wen, C. and Yang, G. (2023), "Stud connection in composite structures: development with concrete age", Steel Compos. Struct., 47(3), 729-741. https://doi.org/10.12989/scs.2023.47.6.729. 
  223. Wu, J., Wei, X. and Luo, X. (2023), "Predicting drying shrinkage of steel reinforced concrete columns with enclosed section steels", Steel Compos. Struct., 47(3), 539-550. https://doi.org/10.12989/scs.2023.47.4.539. 
  224. Wu, P., Li, D., Yu, F., Fang, Y., Xiang, G. and Li, Z. (2023), "Experimental study on bearing capacity of PFCC column-RC beam joint reinforced with CST", Steel Compos. Struct., 47(1), 19-36. https://doi.org/10.12989/scs.2023.47.1.019. 
  225. Wu, Y.L. and Chen, C.W. (2013), "Examining the learning experiences of science training among Taiwanese Aboriginal adolescents", J. Baltic Sci. Edu., 12(3), 312. 
  226. Wu, Y.L. and Chen, C.W. (2013), "Examining the micropolitical literacy of science intern teachers in Taiwan", J. Baltic Sci. Edu., 12(4), 440. 
  227. Wu, Y.L., Tsai, Y.L. and Chen, C.W. (2014), "Examining the experiences of career guidance, vocational self-concept, and self-perceived employability among science education majors in Taiwan", J. Baltic Sci. Edu., 13(2), 182. 
  228. Xiamuxi, A., Liu, C. and Jierula, A. (2023), "Study of the longitudinal reinforcement in reinforced concrete-filled steel tube short column subjected to axial loading", Steel Compos. Struct., 47(6), 709-728. https://doi.org/10.12989/scs.2023.47.6.709. 
  229. Xu J.Q., She, G.L., Li, Y.P. and Gan, L.L. (2023), "Nonlinear resonances of nonlocal strain gradient nanoplates made of functionally graded materials considering geometric imperfection", Steel Compos. Struct., 47(6), 795-811. https://doi.org/10.12989/scs.2023.47.6.795. 
  230. Yang, H.C. and Chen, C.W. (2012), "Potential hazard analysis from the viewpoint of flow measurement in large open-channel junctions", Nat. Hazard., 61, 803-813. https://doi.org/10.1007/s11069-011-0067-3. 
  231. Yang, H.C.P. (2008), Accuracy evaluation of a diagnostic test by detecting outliers and influential observations", Chin Ocean Eng., 22(3), 421-429. 
  232. Yang, H.C.P., Alex, K.H.C. and Chen, T.H. (2008), "Evaluation of inference adequacy in cumulative logistic regression models: an empirical validation of ISW-ridge relationships", China Ocean Eng., 1, 5. 
  233. Yang, H.C.P., Chen, C.Y., Chen, C.W. and Chen, T.H. (2008), "Estimation on internal wave reflection in a two-layer fluid system by cumulative logistic regression model", J. Marine Sci. Technol., 16(1), 6. 
  234. Yaylaci, M., Yaylaci, E. U., Ozdemir, M. E., Ozturk, S. and Sesli, H. (2023), "Vibration and buckling analyses of FGM beam with edge crack: Finite element and multilayer perceptron methods", Steel Compos. Struct., 46(4), 565-575. https://doi.org/10.12989/scs.2023.46.4.565. 
  235. Yeh, K. and Chen, C.W. (2010), "Stability analysis of interconnected fuzzy systems using the fuzzy Lyapunov method", Math. Prob. Eng., 2010, Article ID 734340. https://doi.org/10.1155/2010/734340. 
  236. Yeh, K., Chen, C.W. and Chen, C.Y. (2008), "NN robustness design of nonlinear structure systems", 2008 SICE Annual Conference, 733-736. https://doi.org/10.1109/SICE.2008.4654752. 
  237. Yeh, K., Chen, C.W. and Hsiung, T.K. (2007), "Fuzzy control for seismically excited bridges with sliding bearing isolation", Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues: Third International Conference on Intelligent Computing, Qingdao, China, August. https://doi.org/10.1007/978-3-540-74171-8_47. 
  238. Yeh, K., Chen, C.W., Hsieh, C.M., Cheng, Y.C. and Hsu, K.T. (2013), "fuzzy control for a permeable floating structure", 2013 Third International Conference on Intelligent System Design and Engineering Applications, 796-799. https://doi.org/10.1109/ISDEA.2012.189. 
  239. Yeh, K., Chen, C.W., Lin, S.H. and Chen, C.Y. (2009), "Stability analysis of time-delay fuzzy systems using fuzzy Lyapunov method", 2009 First Asian Conference on Intelligent Information and Database Systems, 243-248. https://doi.org/10.1109/ACIIDS.2009.85. 
  240. Yeh, K., Chen, C.Y. and Chen, C.W. (2008), "Robustness design of time-delay fuzzy systems using fuzzy Lyapunov method", Appl. Math. Comput., 205(2), 568-577. https://doi.org/10.1016/j.amc.2008.05.104. 
  241. Zaoui, F.Z., Ouinas, D., Tounsi, A., Achour, B., Vina Olay, J.A. and Butt, T.A. (2023), "Mechanical behaviour analysis of FGM plates on elastic foundation using a new exponential-trigonometric HSDT", Steel Compos. Struct., 47(5), 551-568. https://doi.org/10.12989/scs.2023.47.5.551. 
  242. Zhan, Y., Huang, W., Zhao, S., Shao, J., Shen, D. and Jin, G. (2023), "Effect of stud corrosion on stiffness in negative bending moment region of steel-concrete composite beam", Steel Compos. Struct., 48(1), 59-71. https://doi.org/10.12989/scs.2023.48.1.059. 
  243. Zhang, Y., Zhao, Q., Han, Q. and Bohlooli, N. (2023), "Free vibration analysis of a laminated trapezoidal plate with GrF-PMC core and wavy CNT-reinforced face sheets", Steel Compos. Struct., 48(3), 275-291. https://doi.org/10.12989/scs.2023.48.3.275. 
  244. Zhao, L., Wang, M., Yang, R., Zhao, M., Song, Z. and Bohlooli, N. (2023), "Using three-dimensional theory of elasticity for vibration analysis of laminated sectorial plates", Steel Compos. Struct., 48(1), 1-17. https://doi.org/10.12989/scs.2023.48.1.001. 
  245. Zou, X., Yan, G., Wu, W., Yang, W., Shi, W. and Sun, Y. (2023), "Effect of thickness stretching and multi-field loading on the results of sandwich piezoelectric/piezomagnetic MEMS", Steel Compos. Struct., 46(4), 485-495. https://doi.org/10.12989/scs.2023.46.4.485.