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Data for An uncertainty-informed neural network-based (UINN) prognostic model for multi-type data

Mendeley Data2026-04-18 收录

维护预测

多源数据融合

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资源简介：

Case study data for "An uncertainty-informed neural network-based (UINN) prognostic model for multi-type data" submitted to IISE Transactions.

应用场景：

创建时间：

2025-06-03

机械工程

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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

Review of Machine Learning for Predictive Maintenance

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工业设备故障诊断

This data set is a comparison chart of various predictive maintenance methods for equipment based on machine learning.

DataCite Commons2025-02-02 更新80

Additional file 3: Table S2. of Integrating network, sequence and functional features using machine learning approaches towards identification of novel Alzheimer genes

阿尔茨海默病基因预测

多源数据融合

The complete lists of features obtained after each selection technique.

Figshare2016-12-14 更新50

发电厂智慧监盘产品

工业互联网

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智慧监盘产品是朗坤智慧科技股份有限公司依托于朗坤苏畅工业互联网平台自主研发的AI数据产品，以电厂运行的大量历史数据为基础，以大数据+人工智能为技术手段，通过机理模型和数理模型的融合，建立设备关键参数和设备故障的预测模型，形成综合评估系统，实现参数劣化提醒和故障早期预警；同时结合专家知识库，给出下一步的操作指导或优化建议，避免设备故障进一步加大造成机组非停。

江苏数据交易所110

List of hyperparameters used for model training.

降雨估计

多源数据融合

This study develops the LGBM-3SC-CF product, a machine learning framework that integrates multi-source data (Himawari-8, ERA5, ASTERDEM, and rain gauge) to significantly improve rainfall classificatio

NIAID Data Ecosystem50

Data for An uncertainty-informed neural network-based (UINN) prognostic model for multi-type data

资源简介：

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