Estimation and Fault Detection on Hydraulic System with Adaptive-Scaling Kalman and Consensus Filtering
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arXiv
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| Format: | Preprint |
| Published: |
2023
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| _version_ | 1866918083790110720 |
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| author | Wafi, Moh Kamalul |
| author_facet | Wafi, Moh Kamalul |
| contents | The area of fault detection is becoming more interesting since there have been many unique designs to detect or even compensate the faults, either from sensor or actuator. This paper applies the hydraulic system with interconnected tanks by implementing a leakage on one of the three tanks. The mathematical model along with the details of stability properties are highly discussed in this paper by imposing the Lyapunov and boundedness stability. The theory of fault detection with certain threshold after the occurrence of the fault corresponding to the state estimation error is mathematically presented ended by simulation. Moreover, the system compares the effectiveness of the proposed observer using Luenberger observer, adaptive-scaling Kalman and consensus filtering. The results for some different initial condition guarantee the detection of the fault for some time $t_d > t_f$ |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2304_04122 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Estimation and Fault Detection on Hydraulic System with Adaptive-Scaling Kalman and Consensus Filtering Wafi, Moh Kamalul Systems and Control The area of fault detection is becoming more interesting since there have been many unique designs to detect or even compensate the faults, either from sensor or actuator. This paper applies the hydraulic system with interconnected tanks by implementing a leakage on one of the three tanks. The mathematical model along with the details of stability properties are highly discussed in this paper by imposing the Lyapunov and boundedness stability. The theory of fault detection with certain threshold after the occurrence of the fault corresponding to the state estimation error is mathematically presented ended by simulation. Moreover, the system compares the effectiveness of the proposed observer using Luenberger observer, adaptive-scaling Kalman and consensus filtering. The results for some different initial condition guarantee the detection of the fault for some time $t_d > t_f$ |
| title | Estimation and Fault Detection on Hydraulic System with Adaptive-Scaling Kalman and Consensus Filtering |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2304.04122 |