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基于贝叶斯网络的麻醉机运行故障与对策分析

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阐述通过对麻醉机故障数据分析,构建一种基于贝叶斯网络的麻醉机运行可靠性模型,对麻醉机的故障概率进行推断,以保障麻醉机使用的安全性和有效性.通过对麻醉机故障进行归类分析并构建故障树,利用贝叶斯网络的概率推理能力进行故障诊断、预测以及故障重要度分析.
Analysis of Operational Faults and Countermeasures of Anesthesia Machines Based on Bayesian Networks
This paper expounds the construction of a Bayesian network-based reliability model for anesthesia machine operation through the analysis of anesthesia machine failure data,and infers the probability of anesthesia machine failure to ensure the safety and effectiveness of anesthesia machine use.It classifies and analyzes anesthesia machine faults and constructs a fault tree,utilizing the probability reasoning ability of Bayesian networks for fault diagnosis,prediction,and fault importance analysis.

Bayesian networkfault treeposterior probabilitymetric deviation

邵翔

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连云港市第一人民医院 临床医学工程部,江苏 222002

贝叶斯网络 故障树 后验概率 指标偏差

2024

集成电路应用
上海贝岭股份有限公司

集成电路应用

影响因子:0.132
ISSN:1674-2583
年,卷(期):2024.41(5)