JOURNAL ARTICLE

Fault detection observer design for networked control system with long time-delays and data packet dropout

Xuan LiXiaobei WuZhiliang XuCheng Huang

Year: 2010 Journal:   Journal of Systems Engineering and Electronics Vol: 21 (5)Pages: 877-882   Publisher: Institute of Electrical and Electronics Engineers

Abstract

A fractional-order cumulative optimization GM(1,2) model based on grey theory is proposed to study the relationship between torpedo loading and working reliabilities.In this model, the average relative error function related to order and background value is established.Taking the average relative error function as the objective function, the optimal value of the two parameters is obtained through the optimization method, and the minimum value of the average relative error is determined.The calculation example shows that this method can greatly improve the accuracy of the model and more accurately reflect the relationship between torpedo loading and working reliabilities compared with the traditional GM(1,2) model.

Keywords:
Dropout (neural networks) Network packet Computer science Fault detection and isolation Observer (physics) Real-time computing Control theory (sociology) Control (management) Computer network Artificial intelligence Machine learning Actuator

Metrics

6
Cited By
2.13
FWCI (Field Weighted Citation Impact)
25
Refs
0.88
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Fault Detection and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Advanced Sensor and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
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