Model-based Fault Detection and Identification of a Quadrotor with Rotor Fault

Turan V, Avşar E, Asadi D, Aydın EA (2021) Image processing based autonomous landing zone detection for a multi-rotor drone in emergency situations. Turk J Eng 5(4):193–200. https://doi.org/10.31127/tuje.744954

Ducard GJ (2009) Fault-tolerant flight control and guidance systems: practical methods for small unmanned aerial vehicles. Springer (ISBN 978-1-84882-560-4)

Asadi D, Ahmadi K, Nabavi-chashmi S, Tutsoy O (2021) Controllability of multi-rotors under motor fault effect. Artibilim: Adana Alparslan Turkes Bilim ve Teknoloji Universitesi Fen Bilimleri Dergisi 4(2):24–43

Mazeh H, Saied M, Shraim H, Francis C (2018) Fault-tolerant control of an hexarotor unmanned aerial vehicle applying outdoor tests and experiments. Int Fed Autom Control 51:312–317

Nguyen C, Xuan Mung N, Hong SK (2019) Actuator fault detection and fault-tolerant control for hexacopter. Sensors 19:4721. https://doi.org/10.3390/s19214721

Lopez-Franco C, Gomez J, Alanis A, Daniel N, Villasenor C (1865) Visual servoing for an autonomous hexarotor using a neural network based PID controller. Sensors 2017:17. https://doi.org/10.3390/s17081865

Asadi D, Sabzehparvar M, Talebi HA (2013) Damaged airplane flight envelope and stability evaluation. Aircr Eng Aerosp Technol 85(3):186–198. https://doi.org/10.1108/00022661311313623

Asadi D, Atkins EM (2017) Multi-objective weight optimization for trajectory planning of an airplane with structural damage. J Intell Rob Syst. https://doi.org/10.1007/s10846-017-0753-9

Asadi D, Sabzehparvar M, Atkins EM, Talebi HA (2014) Damaged airplane trajectory planning based on flight envelope and stability of motion primitives. J Aircr 51(6):1740–1757. https://doi.org/10.2514/1.C032422

Zuo Z, Liu C, Han Q-L, Song J (2022) Unmanned aerial vehicles: control methods and future challenges. IEEE/CAA J Autom Sin 9(4):601–614. https://doi.org/10.1109/JAS.2022.105410

Baldini A, Felicetti R, Freddi A et al (2020) Actuator fault-tolerant control architecture for multirotor vehicles in presence of disturbances. J Intell Robot Syst 99:859–874. https://doi.org/10.1007/s10846-020-01150-y

Lanzon A, Freddi A, Longhi S (2014) Flight control of a quadrotor vehicle subsequent to a rotor failure. J Guid Control Dyn 37:580–591

Zhang M, Chamseddine A, Rabbath CA, Gordon BW, Su C-Y, Rakheja S, Fulford C, Apiarian J, Gosselin P (2013) Development of advanced FDD and FTC techniques with application to an unmanned quadrotor helicopter testbed. J Franklin Inst 350:2396–2422

Ahmadi K, Asadi D, Pazooki F (2017) Nonlinear L1 adaptive control of an airplane with structural damage. Proc Inst Mech Eng Part G J Aerosp Eng 233(1):341–353

Asadi D, Ahmadi K (2020) Nonlinear Robust adaptive control of an airplane with structural damage. Proc Inst Mech Eng Part G J Aerosp Eng. https://doi.org/10.1177/0954410020926618

Asadi D, Bagherzadeh S (2017) Nonlinear adaptive sliding mode tracking control of an airplane with wing damage. Proc IMECHE Part G J Aerosp Eng 232(8):1405–1420

Yang P, Liu Z, Li D, Jiang B, Zhu J (2021) Sliding mode prediction fault-tolerant control method for multi-delay uncertain discrete system with sensor fault. Trans Inst Meas Control 43(7):1519–1530. https://doi.org/10.1177/0142331220953334

Hu C, Zhang Z, Zhou X, Wang N (2020) Command filter-based fuzzy adaptive nonlinear sensor-fault tolerant control for a quadrotor unmanned aerial vehicle. Trans Inst Meas Control 42(2):198–213. https://doi.org/10.1177/0142331219865377

Asadi D, Ahmadi K, Nabavi SY (2021) Fault-tolerant trajectory tracking control of a quadcopter in presence of a motor fault. Int J Aeronaut Space Sci. https://doi.org/10.1007/s42405-021-00412-9

Bagherzadeh SA, Asadi D (2017) Detection of the ice assertion on aircraft using empirical mode decomposition enhanced by multi-objective optimization. Mech Syst Signal Process 88:9–24. https://doi.org/10.1016/j.ymssp.2016.11.013

Lu P, van Kampen E-J (2015) Active fault-tolerant control for quadrotors subjected to a complete rotor failure. In: 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2015, pp 4698-4703, https://doi.org/10.1109/IROS.2015.7354046

van Schijndel BS, Sun S, de Visser C (2021) Fast fault detection on a quadrotor using onboard sensors and a Kalman filter approach. arXiv-CS-Robotics (IF), https://doi.org/10.48550/arXiv.2102.06439.

Amoozgar M, Chamseddine H, Zhang Y (2013) ‘Experimental test of a two-stage Kalman filter for actuator fault detection and diagnosis of an unmanned quadrotor helicopter.’ J Intell Robot Syst 70:107–117

Cen Z, Noura H, Susilo BT, Younes YA (2014) Robust fault diagnosis for quadrotor UAVs using adaptive Thau observer. J Intell Robot Syst 73(1–4):573–588

Avram RC, Zhang X, Muse J (2017) Quadrotor actuator fault diagnosis and accommodation using nonlinear adaptive estimators’. IEEE Trans Control Syst Technol 25(6):2219–2226

Frangenberg M, Stephan J, Fichter W (2015) Fast actuator fault detection and reconfiguration for multi-copters, (AIAA 2015–1766). In: Proceedings of the AIAA Guidance, Navigation, and Control Conference and Exhibit, 2015

Han W, Wang Z, Yi S (2018) Fault estimation for a quadrotor unmanned aerial vehicle by integrating the parity space approach with recursive least squares. Proc Inst Mech Eng G J Aerosp Eng 232(4):783–796

Odendaal HM, Jones T (2014) Actuator fault detection and isolation: An optimized parity space approach. Control Eng Pract 26:222–232

Varrier S, Koenig D, Martinez JJ (2014) Robust fault detection for uncertain unknown inputs LPV system. Control Eng Pract 22:125–134

Gertler JJ (1998) Fault detection and diagnosis in engineering systems, 1st edn. Marcel Dekker Inc., New York (0-8247-9427-3)

Chang HL (2015) Integrated Approaches to handle UAV actuator fault, Cranfield University, Ph.D. thesis

Yuksek B, Ure NK, Caliskan F, Inalhan G (2017) Fault tolerant heading control system design for Turac unmanned aerial vehicle. Trans Inst Meas Control 39(3):267–276. https://doi.org/10.1177/0142331216645179

Amadi CM (2018) Design and implementation of model predictive control on Pixhawk flight controller, Stellenbosch University, Master thesis

Asadi D (2022) Partial engine fault detection and control of a quadrotor considering model uncertainty. Turk J Eng 6(2):106–117. https://doi.org/10.31127/tuje.843607

Patton RJ, Chen J A review of parity space approaches to fault diagnosis applicable to aerospace systems, Department of Electronics, University of York, UK. In: AIAA 92–4538

Guzman-Rabasa JA, Lopez EF, Gonzalez CBM (2019) Actuator fault detection and isolation on a quadrotor unmanned aerial vehicle modeled as a linear parameter varying system. Meas Control 52(9–10):1228–1239