使用实验案例研究进行高压电机健康评估的新方法
Salem Mgammal Al-Ameri1, Moorthy Ramasamy2, Waleed M Hamanah1,3
1Applied Research Centre for Metrology, Standards, and Testing, Research and Innovation, KFUPM, Dhahran, Saudi Arabia.
PloS one
|February 27, 2026
概括
本研究使用现有数据,为高压 (HV) 感应电机提供了一个实用的健康指数 (HI). 它提高了石油和天然气工厂的资产管理和运营可靠性.
科学领域:
- 电气工程 电气工程
- 资产管理资产管理.
- 工业维护 工业维护 工业维护
背景情况:
- 高压 (HV) 感应电机在石油和天然气运营中至关重要,但它们的可靠性受到老化和运营需求的挑战.
- 现有的评估方法往往需要额外的传感器或缺乏综合各种数据源的全面整合.
- 积极的资产管理对于防止昂贵的故障和确保持续运营至关重要.
研究的目的:
- 引入HV感应电机的新,实用的健康指数 (HI) 评估方法.
- 开发一种利用现有操作和维护数据的方法,尽量减少对额外传感器的需求.
- 整合国际标准 (IEC,IEEE,CIGRE) 和各种数据类型,以进行整体的运动健康评估.
主要方法:
- 健康指数 (HI) 的计算结合了传统的诊断测试 (部分放电,绝缘电阻,极化指数,坦三角形,振动) 和条件因子 (CF).
- CF包括身体状况,维护历史 (标准评估程序 - SAP) 和老化因素,解决数据采集限制.
- 多标准分析框架采用条件评级,权重因素和参数特定评分来进行平衡的评估.
主要成果:
- 拟议的方法通过整合各种诊断和操作参数,提供统一的,基于条件的健康指数 (HI).
- 实验案例研究验证了该方法在现实场景中的适用性和稳定性.
- 综合评估支持对电机维护和更换的积极决策.
结论:
- 开发的健康指数 (HI) 为在苛刻的工业环境中评估HV感应电机健康提供了实用和全面的方法.
- 这种方法显著增强了主动资产管理策略,减少了意外故障和运营停机时间.
- 该方法确保了关键的高温电机的可靠和高效运行,有助于整体工厂的安全性和生产率.
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