A Modeling Framework for Prognostic Decision Making and its Application to...

NASA Open Data Portal2025-06-21 收录

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https://data.nasa.gov/dataset/a-modeling-framework-for-prognostic-decision-making-and-its-application-to-uav-mission-pla 数据链接链接失效反馈

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The goal of prognostic decision making (PDM) is to utilize information on anticipated system health changes in selecting future actions. One of the key challenges in PDM is...

振动数据集

机器学习

维护预测

该数据集由都灵理工大学的研究人员创建，用于评估无监督机器学习算法在新颖性检测中的性能。数据集通过在实验室中使用振动器记录特定频率的振动信号生成，并通过改变输入波信号来引入新颖条件。数据集包含统计特征和小波分解系数，旨在解决复杂数据结构中的新颖模式识别问题，特别适用于预测性维护和异常检测领域。

arXiv2024-09-11 更新1500

Evolution of Surface Defects on Ball Screw Drive Spindles for intelligent Prognostics and Health Management Systems

机械工程

维护预测

The dataset shows the development of 82 surface defects (pits) over the operating time of Ball Screw Drives. The name of the images is structured as follows: XX_XX_YYMMDDHHMMSS_XX_XX. Here X is some i

Mendeley Data2024-01-31 更新140

Parameters setting.

滚动轴承故障诊断

维护预测

A key part of CNC machine tools is the rolling bearing, and thus, it is vital to employ a data-driven approach for fault diagnosis. This paper proposes a two-stage fusion sparse learning algorithm for

Figshare2026-01-05 更新60

载货电梯层门门导靴磨损数据

电梯维保

维护预测

电梯层门门导靴是电梯的重要部件，导靴可以使轿厢和对重装置沿着导轨上下运动，使电梯的轿门地坎、层门地坎、井道壁之间及操纵系统的各部分之间保持恒定的位置关系。因此，门导靴与电梯的安全性密切相关，在磨损达到一定程度时需要及时更换。载货电梯多被应用于工厂和大型商场中，通过每隔2个月对电梯层门门导靴内径的检测记录，计算对应的导靴磨损指数，根据导靴磨损指数预估该电梯的门导靴更换周期，可以帮助电梯维保单位更好

浙江省数据知识产权登记平台2023-12-26 更新410

Condition Monitoring for Machines Market

机器状态监测

维护预测

Technological advancements in the Condition Monitoring for Machines industry are shaping the future market landscape. The report evaluates innovation-driven growth and how emerging technologies are tr

IMR REPORTS60

A Modeling Framework for Prognostic Decision Making and its Application to...

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