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Development of a Novel Health Monitoring and Life Prognostics System for Industrial Bearings

开发新型工业轴承健康监测和寿命预测系统

基本信息

批准号：
543944-2019
负责人：
Liu, JieJ
金额：
$ 3.64万
依托单位：
Carleton University
依托单位国家：
加拿大
项目类别：
Collaborative Research and Development Grants
财政年份：
2022
资助国家：
加拿大
起止时间：
2022-01-01 至 2023-12-31
项目状态：
已结题

来源：
https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=759489
关键词：
Development Novel Health Monitoring Life

项目摘要

The development of reliable health monitoring and life prognostics (PHM) systems has been the focus of various undertakings, in a wide array of industries involving rotary machinery, to prevent machine accelerated performance degradation, unexpected malfunction, or catastrophic failures. Most machine failures are related to mechanical transmission systems involving bearings. For instance, over 75% of gearbox failures in wind turbines have been attributed to worn or damaged bearings. Bearings often operate in harsh environments under variable and sometimes unexpected loads, leading to their degradation under different fault modes. These faults may not only deteriorate the system performance but may also lead to system failures with equipment damage, resulting in significant economic losses. Through collaboration with Gastops Ltd., an Ottawa-based company, the objective of the proposed research is to develop a novel bearing PHM system for reliable estimation of current and future health conditions of bearings in industrial environment using multi-source data. The proposed bearing PHM system will provide advance warning of failure, enable predictive maintenance, and improve system reliability. The goal is to help the Canadian manufacturing, aerospace, and energy sectors improve asset utilization and remain competitive in the global market.

可靠的健康监测和寿命预测（PHM）系统的开发一直是涉及旋转机械的广泛行业中各种事业的焦点，以防止机器加速性能退化、意外故障或灾难性故障。大多数机器故障与涉及轴承的机械传动系统有关。例如，风力涡轮机中超过75%的齿轮箱故障归因于轴承磨损或损坏。轴承经常在恶劣的环境中在可变的，有时是意外的负载下运行，导致它们在不同的故障模式下退化。这些故障不仅会使系统性能恶化，还可能导致系统故障和设备损坏，造成重大的经济损失。通过与Gastops Ltd.的合作，一家渥太华的公司，拟议的研究的目标是开发一种新的轴承PHM系统，用于使用多源数据在工业环境中可靠地估计轴承当前和未来的健康状况。拟议的轴承PHM系统将提供故障预警，实现预测性维护，并提高系统可靠性。其目标是帮助加拿大制造业、航空航天和能源部门提高资产利用率，并在全球市场上保持竞争力。