Jun 22, 2021 · Advanced mechatronics equipment requires reliable and effective performance degradation assessment to guarantee long-term operations.

Advanced mechatronics equipment requires reliable and effective performance degradation assessment to guarantee long-term operations. Current data-driven ...

Dec 27, 2021 · Data-driven machinery degradation assessment methodology under limited online condition data and unlabeled historical offline data are first ...

Mechatronics Equipment Performance Degradation Assessment using Limited and Unlabeled Data. PDM Jia. IEEE Transactions on Industrial Informatics, 2021. 23, 2021.

Jul 31, 2023 · Mechatronics equipment performance degradation assessment using limited and unlabeled data. IEEE Trans Industr Inform. 2021; 18(4): 2374 ...

Jul 23, 2024 · Ding P, Jia M (2021) Mechatronics equipment performance degradation assessment using limited and unlabeled data. IEEE Trans Industr Inf 18 ...

P Ding et al. Mechatronics equipment performance degradation assessment using limited and unlabeled data. IEEE Trans Ind Informatics. (2021). View more ...

In this paper, a bearing performance degradation assessment method based on multi-source information is proposed to comprehensively utilize the data signals of ...

Dec 2, 2021 · Mechatronics equipment performance degradation assessment using limited and unlabeled data. IEEE Transactions on Industrial Informatics ...

To address the above issues, a semi-supervised double attention guided assessment approach (SDAGA) is proposed to evaluate the remaining useful life of rotating ...