考虑调运时间的舰载机备件供应系统模糊优化

doi:10.7527/S1000-6893.2017.321234

Abstract

Abstract: Untimely parts supply will restrict readiness rate of carrier aircraft. The transporting time and supply disturbance are the main uncertain factors in the parts supply system of carrier aircraft. Considering nonlinearity and uncertainty in the parts supply system of carrier aircraft, a fuzzy system for the parts supply is established using fuzzy rules of production and transportation strategy. A robust control strategy is designed based on overlapping fuzzy partition. The data of "Nimiz" aircraft carrier are used in simulation. A comparison with the conventional robust control strategy illustrates that the proposed method can reduce the fluctuations of parts quantity and the total cost induced by supply disturbance and supply transporting time. Moreover, the robust stability of fuzzy parts supply system can be ensured, and the carrier aircraft parts can be supplied in time at a certain cost. Simulation also illustrates the usefulness and quickness of the improved robust control method based on the fuzzy system.

Key words: carrier aircraft, parts supply system, fuzzy optimization, robust control, transporting time, uncertain disturbance

CLC Number:

V448.2

XIA Guoqing, LUAN Tiantian, SUN Mingxiao, ZHONG Weidong, LIU Yanwen. Fuzzy optimization for parts supply system of carrier aircraft considering transporting time[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2017, 38(12): 321234-321234.

References

[1] ANGELYN J, MAUREEN A W, COLLEEN M K G, et al. USS nimitz and carrier airwing nine surge demonstration[M]. Alexandria:Center for Naval Analyses, 1998:102-110.[2] XIA G Q, LUAN T T, SUN M X, et al. Dynamic analysis of catapult availability based on CBM[J]. International Journal of Hybrid Information Technology, 2016, 9(10):31-42.[3] XIA G Q, LUAN T T, SUN M X. Research on uncertain and nonlinear dynamic weapons dispatching system using fuzzy robust control[C]//2016 International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, 2016:1038-1043.[4] XIA G Q, LUAN T T, SUN M X. Evaluation analysis for sortie generation of carrier aircrafts based on nonlinear fuzzy matter-element method[J]. Journal of Intelligent and Fuzzy Systems, 2016, 31(6):3055-3066.[5] XIA G Q, LUAN T T, SUN M X, et al. Research on modeling of parallel closed-loop support process for carrier aircraft based on system dynamics[J]. International Journal of Control and Automation, 2016, 9(11):259-270.[6] 周亮, 李庆民, 彭英武, 等. 串件拼修对策下K/N(G)结构系统可用度评估建模[J]. 航空学报, 2017, 38(4):118-127. ZHOU L, LI Q M, PENG Y W, LI H. Evaluation of System Availability for K/N(G) Structural with Cannibalization[J]. Acta Aeronautica et Astronautica Sinica, 2017, 38(4):118-127(in Chinese).[7] 周亮, 李庆民, 彭英武, 等. 动态保障结构下多级多层备件配置优化建模[J]. 航空学报, 2017, 38(11):320822-1-13. ZHOU L, LI Q M, PENG Y W, LI H. Optimization Model of Multi Level and Multi Echelon Spare Parts Allocation under Dynamic Support Structure[J]. Acta Aeronautica et Astronautica Sinica, 2017, 38(11):320822-1-13(in Chinese).[8] 罗祎, 阮旻智, 袁志勇. 多级维修供应下可修复备件库存建模与优化[J]. 系统工程理论与实践, 2013, 33(10):2624-2630. LUO W, RUAN M Z, YUAN Z Y. Modeling and optimization of repairable spare parts under the multi-echelon maintenance supply[J]. Systems Engineering-Theory & Practice, 2013, 33(10):2624-2630(in Chinese).[9] 孟祥辉, 徐宗昌, 程连民. 基于系统动力学的备件供应保障过程分析与建模[J]. 系统仿真学报, 2009, 21(21):6721-6724. MENG X H, XU Z C, CHENG L M. Spares supply support process analyzing and modeling based on system dynamics[J]. Journal of System Simulation, 2009, 21(21):6721-6724(in Chinese).[10] 王蕴, 王乃超, 马麟, 等. 考虑备件约束的多部件串联系统使用可用度计算方法[J]. 航空学报, 2015, 36(4):1195-1201. WANG Y, WANG N C, MA L, et al. Operational availability calculation methods of various series systems under the constraint of spare parts[J]. Acta Aeronautica et Astronautica Sinica, 2015, 36(4):1195-1201(in Chinese).[11] 徐立, 李庆民, 李华. 考虑多类维修优先权的多级维修供应系统库存控制[J]. 航空学报, 2015, 36(4):1185-1194. XU L, LI Q M, LI H. Inventory control of multi-echelon maintenance supply system with multiple repair priorities.[J]. Acta Aeronautica et Astronautica Sinica, 2015, 36(4):1185-1194(in Chinese).[12] PISHVAEE M S, RABBANI M, TORABI S A. A robust optimization approach to closed-loop supply chain network design under uncertainty[J]. Applied Mathematical Modelling, 2011, 35:637-649.[13] PAN F, NAGI R. Robust supply chain design under uncertain demand in agile manufacturing[J]. Computers & Operations Research, 2010, 37:668-683.[14] MOHSENI S, PISHVAEE M S. A robust programming approach towards design and optimization of microalgae-based biofuel supply chain[J]. Computers & Industrial Engineering, 2016, 100:58-71.[15] JABBARZADEH A, FAHIMNIA B, SHEU J B. An enhanced robustness approach for managing supply and demand uncertainties[J]. International Journal of Production Economics, 2017,183:620-631.[16] BOGATAJ D, AVER B, BOGATAJ M. Supply chain risk at simultaneous robust perturbations[J]. Internation Journal of Production Economics, 2016,181:68-78.[17] YUE D J, YOU F Q. Optimal supply chain design and operations under multi-scale uncertainties:Nested stochastic robust optimization modeling framework and solution algorithm[J]. American Institute of Chemical Engineers, 2016, 62(9):3041-3055.[18] BAI X J, LIU Y K. Robust optimization of supply chain network design in fuzzy decision system[J]. Journal of Intelligent Manufacturing, 2016, 27:1131-1149.[19] LAUMANNS M, LEFEBER E. Robust optimal control of material flows in request-driven supply networks[J]. Physica A, 2006, 363(1):24-31.[20] HUANG X Y, YAN N N, QIU R Z. Dynamic models of closed-loop supply chain and robust H_∞ control strategies[J]. International Journal of Production Research, 2009, 47(9):2279-2300.[21] BASTEN R J, SCHUTTEN J M J, HEIJDEN V D M C. Anefficient model formulation for level of repair analysis[J]. Annals of Operations Research, 2009, 172(1):119-142.[22] YOON K B, SOHN S Y. Finding the optimal CSP inventory level for multi-echelon system in Air Force using random effects regression model[J]. European Journal of Operational Research, 2007, 180(3):1076-1085.[23] GUTINA G, RAFIEVA A, YEO A. Level of repair analysis and minimum cost homomorphisms of graphs[J]. Discrete Applied Mathematics, 2006, 154(6):881-889.

Fuzzy optimization for parts supply system of carrier aircraft considering transporting time

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments

[1]	YANG Xiaowei, GE Yaowen, DENG Wenxiang, YAO Jianyong, ZHOU Ning. Active fault-tolerant control for hydraulic actuating cylinders of aeroengine guide vane control mechanisms [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2022, 43(9): 625464-625464.
[2]	WAN Bing, SU Xichao, GUO Fang, HAN Wei, LIANG Yong. Proactive robust scheduling of aircraft carrier flight deck operations with uncertain activity durations [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2022, 43(12): 325971-325971.
[3]	LIU Deyuan, LIU Hao, Frank L LEWIS. Robust fault-tolerant formation control for tail-sitters [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2021, 42(2): 324296-324296.
[4]	LIU Hao, WANG Wei, JIN Wei, NIU Wenchao, YANG Zhichun. Experiments of RFxLMS control for vertical tail buffeting [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2021, 42(2): 224090-224090.
[5]	LIU Fucheng, ZHU Dongfang. Distributed coordinated control for large flexible truss antenna considering connection nonlinearity [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2021, 42(11): 524890-524890.
[6]	GUO Jianguo, LU Ningbo, ZHOU Jun. Fuzzy control of finite time attitude coupling in hypersonic vehicles [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2020, 41(11): 623838-623838.
[7]	ZHANG Shengwei, DUAN Zhuoyi, GENG Jianzhong, WANG Libo. Numerical analysis of the effect of block cable crack on landing safety of propeller carrier-based aircraft [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2019, 40(4): 622293-622293.
[8]	YUE Xin, YAO Jianyong. Integral robust based asymptotic tracking control of electro-hydraulic load simulator [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2017, 38(2): 420269-420278.
[9]	PENG Yiming, NIE Hong. Dynamics analysis of arresting hook bounce after touchdown and impacting with deck [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2017, 38(11): 221233-221233.
[10]	LIU Yuchao, GUO Jianguo, ZHOU Jun, WANG Guoqing. Hypersonic vehicle attitude control based on new fast terminal sliding mode [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2015, 36(7): 2372-2380.
[11]	HUANG Jing, LI Chuanjiang, MA Guangfu. Nonlinear attitude tracking control of underactuated three-inline tethered satellite [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2015, 36(6): 1995-2004.
[12]	LIU Peng, WANG Qiang, MENG Zhijun, WU Zhe. Unmanned Helicopter Robust Controller Design Based on Aircraft Flying Qualities Evaluation [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2012, 33(9): 1587-1597.
[13]	HUANG Jing, LIU Gang, MA Guangfu. Nonlinear Optimal Attitude Tracking Control of Uncertain Three-inline Tethered Satellite Systems [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2012, (4): 679-687.
[14]	ZHANG Baoqun, SONG Shenmin, CHEN Xinglin. Decentralized Robust Saturated Attitude Coordination Control of Satellites Within Formation [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2011, 32(9): 1644-1655.
[15]	ZENG Xianfa, WANG Jieyao, WANG Xiaohu, WANG Tiejun. Design of Sliding Mode Controller Based on SMDO and Its Application to Missile Control [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2011, 32(5): 873-880.