振动分析及其应用的综述
Thuy Chu1, Tan Nguyen1, Hyunsang Yoo1
1Department of Petroleum and Natural Gas Engineering, New Mexico Institute of Mining and Technology, Socorro, NM, 87801, United States.
Heliyon
|March 5, 2024
概括
振动分析 (VA) 是用于诊断工业设备早期故障的关键预测性维护工具. 进一步研究和应用VA在石油行业,特别是电动潜水 (ESP),可以提高运营效率和降低成本.
科学领域:
- 机械工程 机械工程
- 可靠性工程可靠性工程
- 石油工程是石油工程中的一个.
背景情况:
- 振动分析 (VA) 是一种广泛采用的预测性维护技术,用于早期检测故障.
- 它的应用跨越了各种行业,在维护成本和运营停机时间上大大节省了成本.
- 适用于各种设备,包括旋转机械和非旋转机械,以及结构部件.
研究的目的:
- 审查振动分析的基本原理和各种工业应用.
- 突出VA在石油工业中的潜力,从炼油到生产.
- 探索VA的特定应用,用于检测下孔电潜 (ESP) 系统的故障.
主要方法:
- 关于振动分析基础和应用的现有文献的审查.
- 分析了专注于石油行业的VA研究,包括钻探和生产.
- 检查有关VA电动潜水 (ESP) 故障诊断的研究.
主要成果:
- 振动分析在识别多个行业的早期故障方面是有效的.
- 研究表明,VA可以通过分析振动数据来预测和识别ESP中的问题.
- 主要组件分析 (PCA) 模型虽然有用,但在准确预测和确定故障方面可能存在局限性.
结论:
- 振动分析是一种用于监测机器健康状况和诊断故障的实用技术.
- 建议增加VA在石油行业的研究和应用,特别是ESP.
- 实施VA可以延长机械的寿命,降低维护费用,并优化运营.
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