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Engineering  2026 

Single Internal Fault Diagnosis for Unstable 1D Wave Equation under Boundary Disturbance

DOI: 10.4236/eng.2026.187014, PP. 223-240

Keywords: Wave Equation, Fault Detection, Adaptive Threshold, Lyapounov Function

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Abstract:

This paper proposes a fault detection and estimation method for an unstable one-dimensional wave equation based on an adaptive extended state observer (ESO), which relies solely on boundary displacement and velocity measurements. First, an infinite-dimensional naive observer is designed without using modal approximations, paired with a corresponding fault detection filter (FDF) and a residual evaluation mechanism to achieve reliable fault identification. Subsequently, once a fault occurs, an adaptive update law is embedded into the ESO to enable online estimation of the fault amplitude, requiring prior knowledge of the fault shape function. Finally, numerical simulation results verify that the proposed method can rapidly detect the occurrence of faults and accurately track their dynamic evolution.

References

[1]  Vanijjirattikhan, R., Khomsay, S., Kitbutrawat, N., Khomsay, K., Supakchukul, U., Udomsuk, S., et al. (2022) AI-Based Acoustic Leak Detection in Water Distribution Systems. Results in Engineering, 15, Article 100557.
https://doi.org/10.1016/j.rineng.2022.100557
[2]  Califano, F., Rashad, R., Schuller, F.P. and Stramigioli, S. (2022) Energetic Decomposition of Distributed Systems with Moving Material Domains: The Port-Hamiltonian Model of Fluid-Structure Interaction. Journal of Geometry and Physics, 175, Article 104477.
https://doi.org/10.1016/j.geomphys.2022.104477
[3]  Zhang, K., Zuo, Y., Zhao, H., Ma, X., Gu, J., Wang, J., et al. (2022) Fourier Neural Operator for Solving Subsurface Oil/Water Two-Phase Flow Partial Differential Equation. SPE Journal, 27, 1815-1830.
https://doi.org/10.2118/209223-pa
[4]  Omatu, S. and Seinfeld, J.H. (1989) Distributed Parameter Systems: Theory and Applications. Clarendon Press.
[5]  Zhang, L., Chen, X.Q., Liu, S., Zhang, Q., Zhao, J., Dai, J.Y., et al. (2018) Space-Time-Coding Digital Metasurfaces. Nature Communications, 9, Article No. 4334.
https://doi.org/10.1038/s41467-018-06802-0
[6]  Peng, Z., Song, X., Song, S. and Stojanovic, V. (2024) Spatiotemporal Fault Estimation for Switched Nonlinear Reaction-Diffusion Systems via Adaptive Iterative Learning. International Journal of Adaptive Control and Signal Processing, 38, 3473-3483.
https://doi.org/10.1002/acs.3885
[7]  Wu, X., Zhao, N., Ding, S., Wang, H. and Zhao, X. (2025) Distributed Event-Triggered Output-Feedback Time-Varying Formation Fault-Tolerant Control for Nonlinear Multi-Agent Systems. IEEE Transactions on Automation Science and Engineering, 22, 3810-3821.
https://doi.org/10.1109/tase.2024.3400325
[8]  Zhou, H.T., Chen, W.H., Cheng, L.S., et al. (2023) Trustworthy Fault Diagnosis with Uncertainty Estimation through Evidential Convolutional Neural Networks. IEEE Transactions on Industrial Informatics, 19, 10842-10852.
https://doi.org/10.1109/tii.2023.3241587
[9]  Zhao, Z.J., Tan, Z.F., Liu, Z.J., et al. (2023) Adaptive Inverse Compensation Fault-Tolerant Control for a Flexible Manipulator with Unknown Dead-Zone and Actuator Faults. IEEE Transactions on Industrial Electronics, 70, 12698-12707.
https://doi.org/10.1109/tie.2023.3239926
[10]  Cai, J., Ferdowsi, H. and Jagannathan, S. (2015) Model-Based Actuator Fault Accommodation for Distributed Parameter Systems Represented by Coupled Linear PDEs. 2015 IEEE Conference on Control Applications (CCA), Sydney, 21-23 September 2015, 978-983.
https://doi.org/10.1109/cca.2015.7320739
[11]  Zhao, A.L., Li, J.M. and Lei, Y.F. (2022) Distributed Robust Control for a Class of Semilinear Fractional-Order Reaction-Diffusion Systems. Nonlinear Dynamics, 109, 1743-1762.
https://doi.org/10.1007/s11071-022-07546-9
[12]  Zhang, X.M., Ma, Z.M., Fang, M.F., et al. (2025) Fault Diagnosis of Motorized Spindle Based on Lumped Parameter Model and Wasserstein Generative Adversarial Network. Mechanical Systems and Signal Processing, 230, Article 112668.
https://doi.org/10.1016/j.ymssp.2025.112668
[13]  Demetriou, M.A., Ito, K. and Smith, R.C. (2007) Adaptive Monitoring and Accommodation of Nonlinear Actuator Faults in Positive Real Infinite Dimensional Systems. IEEE Transactions on Automatic Control, 52, 2332-2338.
https://doi.org/10.1109/tac.2007.910694
[14]  Deng, M.C., Tanaka, Y. and Li, X.M. (2022) Experimental Study on Support Vector Machine-Based Early Detection for Sensor Faults and Operator-Based Robust Fault Tolerant Control. Machines, 10, Article 123.
https://doi.org/10.3390/machines10020123
[15]  Li, H.Y., Feng, G.J., Zhen, D., et al. (2020) A Normalized Frequency-Domain Energy Operator for Broken Rotor Bar Fault Diagnosis. IEEE Transactions on Instrumentation and Measurement, 70, 1-10.
https://doi.org/10.1109/tim.2020.3009011
[16]  Chen, H.T., Li, L.L., Shang, C., et al. (2022) Fault Detection for Nonlinear Dynamic Systems with Consideration of Modeling Errors: A Data-Driven Approach. IEEE Transactions on Cybernetics, 53, 4259-4269.
https://doi.org/10.1109/tcyb.2022.3163301
[17]  Lee, J.D., Im, S., Kim, L., Ahn, H. and Bang, H. (2024) Data-Driven Fault Detection and Isolation for Multirotor System Using Koopman Operator. Journal of Intelligent & Robotic Systems, 110, Article No. 128.
https://doi.org/10.1007/s10846-024-02142-y
[18]  Sahu, A.R., Palei, S.K. and Mishra, A. (2023) Data-Driven Fault Diagnosis Approaches for Industrial Equipment: A Review. Expert Systems, 41, Article 13360.
https://doi.org/10.1111/exsy.13360
[19]  Jeong, H., Park, B., Park, S., Min, H. and Lee, S. (2019) Fault Detection and Identification Method Using Observer-Based Residuals. Reliability Engineering & System Safety, 184, 27-40.
https://doi.org/10.1016/j.ress.2018.02.007
[20]  Zhang, Z.H. and Yang, G.H. (2018) Distributed Fault Detection and Isolation for Multiagent Systems: An Interval Observer Approach. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 50, 2220-2230.
https://doi.org/10.1109/tsmc.2018.2811390
[21]  Armaou, A. and Demetriou, M.A. (2008) Robust Detection and Accommodation of Incipient Component and Actuator Faults in Nonlinear Distributed Processes. AIChE Journal, 54, 2651-2662.
https://doi.org/10.1002/aic.11539
[22]  Kaselouris, E., Bakarezos, M., Tatarakis, M., Papadogiannis, N.A. and Dimitriou, V. (2022) A Review of Finite Element Studies in String Musical Instruments. Acoustics, 4, 183-202.
https://doi.org/10.3390/acoustics4010012
[23]  Weng, G., Xu, C., Xie, Q., Wu, X., Lan, G., Zhang, Y., et al. (2024) Dynamic Effect of Fluid-Structure Interaction and Modal Analysis of Crude-Pipeline Interaction System Considering the Fluctuating Pressure of Medium. Transportation Research Record: Journal of the Transportation Research Board, 2678, 168-188.
https://doi.org/10.1177/03611981231184191
[24]  Jankov, S., Novakovi?, B. and ?or?evi?, L. (2025) Optimization of Oil Production by Using Sucker Rod Pumps by Maintaining Optimal System Balance. Podzemni radovi, 1, 45-73.
https://doi.org/10.5937/podrad2547045j
[25]  Barandier, P., Mendes, M. and Marques Cardoso, A.J. (2024) Comparative Analysis of Four Classification Algorithms for Fault Detection of Heat Pumps. Energy and Buildings, 316, Article 114342.
https://doi.org/10.1016/j.enbuild.2024.114342
[26]  Dutta, N., Kaliannan, P. and Paramasivam, S. (2022) A Comprehensive Review on Fault Detection and Analysis in the Pumping System. International Journal of Ambient Energy, 43, 6878-6898.
https://doi.org/10.1080/01430750.2022.2056917
[27]  Li, X., Guo, Y., Xiong, W., Jia, X. and Peng, X. (2024) Fracture Mechanism and Fault Evolution of Piston Rod in Hydrogen Reciprocating Compressor. International Journal of Hydrogen Energy, 50, 942-958.
https://doi.org/10.1016/j.ijhydene.2023.08.014
[28]  Dey, S. and Moura, S.J. (2018) Robust Fault Diagnosis of Uncertain One-Dimensional Wave Equations. 2018 IEEE Conference on Decision and Control (CDC), Miami, 17-19 December 2018, 2902-2907.
https://doi.org/10.1109/cdc.2018.8619009
[29]  Demetriou, M.A. and Polycarpou, M.M. (1996) Fault Diagnosis of Hyperbolic Distributed Parameter Systems. Proceedings of the 1996 IEEE International Symposium on Intelligent Control, Dearborn, 15-18 September 1996, 194-199.
[30]  Feng, Y., Wang, Y., Kang, W. and Miao, Z. (2021) Adaptive Extended State Observer-Based Distributed Fault Detection and Estimation for an Unstable Wave Equation. 2021 36th Youth Academic Annual Conference of Chinese Association of Automation (YAC), Nanchang, 28-30 May 2021, 25-30.
https://doi.org/10.1109/yac53711.2021.9486552
[31]  Song, Y. and Zhang, J.X. (2024) Fault Diagnosis of Hyperbolic Distributed Parameter System. 2024 IEEE 13th Data Driven Control and Learning Systems Conference (DDCLS), Kaifeng, 17-19 May 2024, 1722-1728.
https://doi.org/10.1109/ddcls61622.2024.10606668
[32]  Ioannou, P. and Sun, J. (2012) Robust Adaptive Control. Courier Corp.
[33]  Hardy, G.H., Littlewood, J.E. and Pólya, G. (1952) Inequalities. Cambridge University Press.
[34]  Shirinabadi, H. and Talebi, H.A. (2011) Lyapunov Stability Analysis of Special Class of PDE Systems. The 2nd International Conference on Control, Instrumentation and Automation, Shiraz, 27-29 December 2011, 648-653.
https://doi.org/10.1109/icciautom.2011.6356735

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