Flight testing of a reconfigurable control system on an unmanned aircraft

D. Shore, M. Bodson
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引用次数: 53

Abstract

A radio-controlled aircraft was built and equipped with air-data and inertial sensors. A radio frequency link was added to transmit data and receive commands from a ground station. Data from several flight tests were used to characterize the dynamic response of the aircraft. Despite the high level of noise associated with the low-cost sensor suite, consistent identification of critical aircraft parameters was obtained. Flight tests were also conducted with actuator failures induced on one elevator, one aileron, and one engine. Recursive parameter identification produced parameters tracking the effects of the failures, such as reduced effectiveness of pitch commands due to a locked elevator, or roll and sideslip due to engine failure. The identified parameters were also used in reconfigurable control experiments, where knowledge of the aircraft parameters was used to compensate for the effect of failures, reducing the pilot's workload. Overall, the paper demonstrates that recursive identification and reconfigurable control algorithms are implementable in real-time, even in low-cost platforms. They can be designed to effectively compensate for actuator failures and aircraft damage.
一种可重构控制系统在无人飞机上的飞行试验
建造了一架无线电控制飞机,并配备了空气数据和惯性传感器。增加了一个无线电频率链路来传输数据和接收来自地面站的命令。几次飞行试验的数据被用来表征飞机的动态响应。尽管与低成本传感器套件相关的高水平噪声,但仍获得了关键飞机参数的一致识别。飞行试验也在一个升降机、一个副翼和一个发动机上进行了致动器故障。递归参数识别产生了跟踪故障影响的参数,例如由于电梯锁定导致的俯仰命令有效性降低,或者由于发动机故障导致的翻滚和侧滑。识别的参数也用于可重构控制实验,其中飞机参数的知识被用来补偿故障的影响,减少飞行员的工作量。总体而言,本文证明了即使在低成本平台上,递归识别和可重构控制算法也可以实时实现。它们可以设计成有效地补偿执行器故障和飞机损坏。
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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