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Reliability evaluation method for PID feedback control system considering performance degradation
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AI
DOI：10.1016/j.jfranklin.2024.106814.png)
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Abstract
En 中文
The reliability of proportional -integration -derivative (PID) feedback control systems is crucial for products due to their critical functions. Traditional reliability evaluation methods of PID feedback control systems usually pose difficulties in comprehensively considering the performance compensation property of feedback mechanisms and the degradation phenomenon in operating processes. This paper proposes a new reliability evaluation method for the PID control system under the framework of belief reliability theory to consider both deterministic and uncertain laws regarding functional logics and degradation effects. For deterministic laws, the interdisciplinary, degradation, and margin equations are established with respect to the steady state error. Various internal and external influencing factors are integrated into these equations by modeling state space and characterizing degradation mechanisms. For uncertain laws, the metric equation is constructed accordingly considering diverse uncertain factors. A Monte Carlo -based algorithm and an analysis framework are further developed to calculate the belief reliability. Finally, the proposed method is implemented to an aero-power hydraulic servo control system as a specific illustration, demonstrating its effectiveness and rationality.
Keywords:
ACTIVE CONTROL-SYSTEMS
PREDICTION
MODEL
Journal
J
IF:
3.7
Papers:
6.3K
Citations:
1.5W