This review paper addresses the critical need for structural prognostics and health
management (SPHM) in aircraft maintenance, highlighting its role in identifying potential …

Prognostic and health management (PHM) plays a vital role in ensuring the safety and
reliability of aircraft systems. The process entails the proactive surveillance and evaluation of …

Tool condition monitoring (TCM) and remaining useful life (RUL) prediction is of great
practical significance for any machining process to ensure machining quality and reduce the …

Military troops rely on maintenance management projects and operations to preserve the
materials' ordinary conditions or restore them to combat or military training. Maintenance …

Abstract Machine learning algorithms are trained and compared to identify and to
characterise the impact on typical aerospace panels of different geometry. Experimental …

Recent digital advances have popularized predictive maintenance (PMx), offering enhanced
efficiency, automation, accuracy, cost savings, and independence in maintenance …

Maintenance is defined as the actions that allow machines and equipment to work for an
extended period of time by retaining and restoring equipment to its original state. In Industry …

刀具监测及可用剩余寿命(RUL) 预测对降本增效及保证加工质量意义重大. 针对单一传感器预测
精度波动大, 数据利用率低, 可靠性低等问题, 提出一种多通道信号融合及贝叶斯更新的刀具剩余 …

Adoption of electromechanical actuation systems in aerospace is increasing, and so reliable
diagnostic and prognostics schemes are required to ensure safe operations, especially in …

Prognostics gained a lot of research attention over the last decade, not the least due to the
rise of data-driven prediction models. Also hybrid approaches are being developed that …