# Fault Detection and State Estimation in Automatic Control
(2022) [PERSON]; [PERSON]; [PERSON]; [PERSON] Multi-UAV Cooperative Path Planning with Monitoring Privacy Preservation. _Appl. Sci._**2022**, _12_, 12111. [[https://doi.org/10.3390/app122312111](https://doi.org/10.3390/app122312111)]([https://doi.org/10.3390/app122312111](https://doi.org/10.3390/app122312111)). * [PERSON] et al. (2022) [PERSON]; [PERSON]; [PERSON]; [PERSON] Altitude Control of Powered Parafoil Using Fractional Sliding-Mode Backstepping Control Combined with Extended State Observer. _Appl. Sci._**2022**, _12_, 12069. [[https://doi.org/10.3390/app122312069](https://doi.org/10.3390/app122312069)]([https://doi.org/10.3390/app122312069](https://doi.org/10.3390/app122312069)). * [PERSON] et al. (2023) [PERSON]; [PERSON]; [PERSON]; [PERSON] Multitarget Search Algorithm Using Swarm Robots in an Unknown 3D Mountain Environment. _Appl. Sci._**2023**, _13_, 1969. [[https://doi.org/10.3390/app13031969](https://doi.org/10.3390/app13031969)]([https://doi.org/10.3390/app13031969](https://doi.org/10.3390/app13031969)). * [PERSON] et al. (2022) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Model-Assisted Reduced-Order ESO Based Command Filtered Tracking Control of Flexible-Joint Manipulators with Matched and Mismatched Disturbances. _Appl. Sci._**2022**, _12_, 8511. [[https://doi.org/10.3390/app12178511](https://doi.org/10.3390/app12178511)]([https://doi.org/10.3390/app12178511](https://doi.org/10.3390/app12178511)). ## References  
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON] Machine learning and data-driven fault detection for ship systems operations. _Ocean Eng._**2020**, _216_, 107968. [CrossRef]
* [PERSON] and [PERSON] (2019) [PERSON]; [PERSON]; [PERSON] Data-driven learning-based optimization for distribution system state estimation. _IEEE Trans. Power Syst._**2019**, _34_, 4796-4805. [CrossRef]
* [PERSON] (2018) [PERSON]; [PERSON] _Reinforcement Learning: An Introduction_, 2 nd ed. ; MIT Press: Cambridge, MA, USA, 2018. * [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Reinforcement learning-based detection for state estimation under false data injection. _IEEE Access_**2021**, \(9\), 66498-66508. [CrossRef]
* [PERSON] and [PERSON] (2020) [PERSON]; [PERSON] A reinforcement learning system for fault detection and diagnosis in mechatronic systems. _Comput. Model. Eng. Sci._**2020**, _124_, 1119-1130. [CrossRef]
* [PERSON] et al. (2009) [PERSON]; [PERSON]; [PERSON]; [PERSON] _Neural Network-Based State Estimation of Nonlinear Systems: Application to Fault Detection and Isolation_; Springer: Berlin/Heidelberg, Germany, 2009. * [PERSON] and [PERSON] (2023) [PERSON]; [PERSON] Challenges and opportunities of deep learning-based process fault detection and diagnosis: A review. _Neural Comput. Appl._**2023**, _35_, 211-252. [CrossRef]
* [PERSON] and [PERSON] (2013) [PERSON]; [PERSON] Fault detection based on robust adaptive thresholds: A dynamic interval approach. _Annu. Rev. Control_**2013**, _37_, 119-128. [CrossRef]
* [PERSON] et al. (2011) [PERSON]; [PERSON]; [PERSON]; [PERSON] Coupling pattern recognition with state estimation using Kalman filter for fault diagnosis. _IEEE Trans. Ind. Electron._**2011**, _59_, 4293-4300. [CrossRef]
* [PERSON] et al. (2007) [PERSON]; [PERSON]; [PERSON]; [PERSON] Robust state estimation and fault diagnosis for uncertain hybrid nonlinear systems. _Nonlinear Anal. Hybrid Syst._**2007**, \(1\), 2-15. [CrossRef]  
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