Multirotor Motor Failure Detection with Piezo Sensor

被引:13
作者
Ambroziak, Leszek [1 ]
Oldziej, Daniel [1 ]
Koszewnik, Andrzej [1 ]
机构
[1] Bialystok Tech Univ, Fac Mech Engn, Dept Robot & Mechatron, Wiejska St 45C, PL-15351 Bialystok, Poland
关键词
motor failure; detection; diagnostics; piezo sensor; vibration analysis; unmanned aerial vehicles; multirotor; SYSTEM;
D O I
10.3390/s23021048
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Failure detection of Unmanned Aerial Vehicle (UAV) motors and propulsion systems is the most important step in the implementation of active fault-tolerant control systems. This will increase the reliability of unmanned systems and increase the level of safety, especially in civil and commercial applications. The following paper presents a method of motor failure detection in the multirotor UAV using piezo bars. The results of a real flight, in which the failure of the propulsion system caused the crash of a hybrid VTOL UAV, were presented and analyzed. The conclusions drawn from this flight led to the development of a lightweight, simple and reliable sensor that can detect a failure of the UAV propulsion system. The article presents the outcomes of laboratory tests concerning measurements made with a piezo sensor. An extensive analysis of the obtained results of vibrations recorded on a flying platform arm with a propulsion system is presented, and a methodology for using this type of data to detect failures is proposed. The article presents the possibility of using a piezoelectric sensor to record vibrations on the basis of which it is possible to detect a failure of the UAV propulsion system.
引用
收藏
页数:17
相关论文
共 28 条
[1]  
Ambroziak L., 2019, P 24 INT C METHODS M
[2]   Hybrid VTOL UAV Autonomous Operations from Mobile Landing Pad [J].
Ambroziak, Leszek ;
Kownacki, Cezary ;
BoZko, Arkadiusz .
2022 26TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS, MMAR 2022, 2022, :270-275
[3]   Experimental tests of hybrid VTOL unmanned aerial vehicle designed for surveillance missions and operations in maritime conditions from ship-based helipads [J].
Ambroziak, Leszek ;
Ciezkowski, Maciej ;
Wolniakowski, Adam ;
Romaniuk, Slawomir ;
Bozko, Arkadiusz ;
Oldziej, Daniel ;
Kownacki, Cezary .
JOURNAL OF FIELD ROBOTICS, 2022, 39 (03) :203-217
[4]   Active Fault-Tolerant Control of UAV Dynamics against Sensor-Actuator Failures [J].
Caliskan, Fikret ;
Hajiyev, Chingiz .
JOURNAL OF AEROSPACE ENGINEERING, 2016, 29 (04)
[5]  
Cheng P., 2018, P 2018 CHINESE CONTR
[6]  
Ferrao I.G., 2020, P 2020 18 LATIN AM R
[7]  
Gundlach G., 2011, DESIGNING UNMANNED A
[8]   Performance assessment of an energy harvesting system located on a copter [J].
Koszewnik, A. ;
Oldziej, D. .
EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS, 2019, 228 (07) :1677-1692
[9]   Parameter Optimization of a Magnetic Coupled Piezoelectric Energy Harvester with the Homogenized Material-Numerical Approach and Experimental Study [J].
Koszewnik, Andrzej ;
Oldziej, Daniel ;
Amaro, Mario B. .
SENSORS, 2022, 22 (11)
[10]   Numerical Analysis and Experimental Verification of Damage Identification Metrics for Smart Beam with MFC Elements to Support Structural Health Monitoring [J].
Koszewnik, Andrzej ;
Lesniewski, Kacper ;
Pakrashi, Vikram .
SENSORS, 2021, 21 (20)