A method to perform prognostics in electro-hydraulic machines: the case of an independent metering controlled hydraulic crane

• 作者: Andrea Vacca Yuri Ghini
• 来源期刊: 机电液工程学报
• 学科: 其他
• 关键词: PERFORM PROGNOSTICS ELECTRO-HYDRAULIC MACHINES independent metering CONTROLLED hydraulic CRANE
• 年，卷（期）: jdygcxb,（2）
• 页码范围: 2-2
• 页数: 1页
• 分类号: O

摘要

Remaining useful life (RUL) estimation is a topic that has gained more and more attention in the field of fluid power systems, thanks to the tremendous potentials shown for improving safety and reduced production losses. However, many challenges related to RUL estimation are not solved yet, mainly connected to the definition of the health status of each component. A prognostic method based on a data-driven methodology for hydraulic systems is here proposed to estimate the percentage of life already spent by the monitored components. The potentials of the methodology are shown considering the case of a truck-mounted hydraulic crane, for which a simulation model was available.