Active Fault-Tolerant Control of Unmanned Quadrotor Helicopter Using Linear Parameter Varying Technique

被引:31
|
作者
Liu, Zhixiang [1 ]
Yuan, Chi [1 ]
Zhang, Youmin [1 ,2 ]
机构
[1] Concordia Univ, Dept Mech & Ind Engn, 1455 Maisonneuve Blvd W, Montreal, PQ H3G 1M8, Canada
[2] Xian Univ Technol, Shaanxi Key Lab Complex Syst Control & Intelligen, Xian 710048, Shaanxi, Peoples R China
基金
加拿大自然科学与工程研究理事会;
关键词
Unmanned quadrotor helicopter; Linear parameter varying; Fault detection and diagnosis; Fault-tolerant control; Payload variation; Battery drainage; Linear matrix inequality; GAIN-SCHEDULING CONTROL; CONTROL-SYSTEM DESIGN; TIME STABILIZATION; UAV; TRACKING; SUBJECT; FTC;
D O I
10.1007/s10846-017-0535-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
By adopting the linear parameter varying (LPV) control technique, this paper presents an active fault-tolerant control (FTC) strategy with application to unmanned quadrotor helicopter (UQH). Adverse effects from payload grasping and dropping caused variations of system dynamics as well as battery drainage induced loss of actuator effectiveness are expected to be counteracted in this study. First, the UQH is manipulated by a well designed baseline controller. In the presence of either payload grasping/dropping or battery drainage, their magnitudes are then obtained from a LPV-based fault detection and diagnosis (FDD) scheme. Next, based on the estimated values, a fault-tolerant tracking controller, which is linear parameter dependent, is devised in a convex polytopic LPV representation schedules to a new status in corresponding to the system variations, so that the negative impacts can be compensated. The parameters that change with system variations are specified as scheduling scalars for the LPV controller, while the ultimate control rule linear matrix inequality (LMI) conditions. Finally, both numerical simulations on a nonlinear model of UQH and experiments on a real UQH are conducted so as to testify the effectiveness of proposed methodology.
引用
收藏
页码:415 / 436
页数:22
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