Enhanced Fuzzy-Based Super-Twisting Sliding-Mode Control System for the Cessna Citation X Lateral Motion

Seyed Mohammad Hosseini, Ilona Bematol, Georges Ghazi, R. Botez
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Abstract

A novel combination of three control systems is presented in this paper: an adaptive control system, a type-two fuzzy logic system, and a super-twisting sliding mode control (STSMC) system. This combination was developed at the Laboratory of Applied Research in Active Controls, Avionics and AeroServoElasticity (LARCASE). This controller incorporates two methods to calculate the gains of the switching term in the STSMC utilizing the particle swarm optimization algorithm: (1) adaptive gains and (2) optimized gains. This methodology was applied to a nonlinear model of the Cessna Citation X business jet aircraft generated by the simulation platform developed at the LARCASE in Simulink/MATLAB (R2022b) for aircraft lateral motion. The platform was validated with flight data obtained from a Level-D research aircraft flight simulator manufactured by the CAE (Montreal, Canada). Level D denotes the highest qualification that the FAA issues for research flight simulators. The performances of controllers were evaluated using the turbulence generated by the Dryden model. The simulation results show that this controller can address both turbulence and existing uncertainties. Finally, the controller was validated for 925 flight conditions over the whole flight envelope for a single configuration using both adaptive and optimized gains in switching terms of the STSMC.
用于赛斯纳 Citation X 横向运动的基于模糊技术的增强型超扭曲滑模控制系统
本文介绍了三种控制系统的新型组合:自适应控制系统、第二类模糊逻辑系统和超扭曲滑模控制(STSMC)系统。这一组合由主动控制、航空电子学和航空伺服弹性应用研究实验室(LARCASE)开发。该控制器采用两种方法,利用粒子群优化算法计算 STSMC 中开关项的增益:(1) 自适应增益和 (2) 优化增益。该方法被应用于由 LARCASE 开发的 Simulink/MATLAB (R2022b) 飞机横向运动仿真平台生成的 Cessna Citation X 公务喷气机非线性模型。该平台通过 CAE(加拿大蒙特利尔)制造的 D 级研究飞机飞行模拟器获得的飞行数据进行了验证。D 级是美国联邦航空局为研究飞行模拟器颁发的最高资质。利用 Dryden 模型产生的湍流对控制器的性能进行了评估。模拟结果表明,该控制器可以同时处理湍流和现有的不确定性。最后,使用 STSMC 开关方面的自适应增益和优化增益,在单一配置的整个飞行包络线上对 925 种飞行条件下的控制器进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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