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Part 1: Document Description
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Citation |
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Title: |
Processed version of C-MAPSS dataset |
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Identification Number: |
doi:10.21979/N9/FMUP9M |
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Distributor: |
DR-NTU (Data) |
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Date of Distribution: |
2022-05-12 |
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Version: |
1 |
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Bibliographic Citation: |
Ragab, Mohamed, 2022, "Processed version of C-MAPSS dataset", https://doi.org/10.21979/N9/FMUP9M, DR-NTU (Data), V1 |
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Citation |
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Title: |
Processed version of C-MAPSS dataset |
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Identification Number: |
doi:10.21979/N9/FMUP9M |
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Authoring Entity: |
Ragab, Mohamed (Nanyang Technological University) |
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Software used in Production: |
python |
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Grant Number: |
Grant Number: A1788a0023 |
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Grant Number: |
Grant Number: 51835009 |
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Grant Number: |
Grant Number: 51835009 |
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Distributor: |
DR-NTU (Data) |
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Access Authority: |
Ragab, Mohamed |
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Depositor: |
Ragab, Mohamed |
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Date of Deposit: |
2022-05-12 |
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Holdings Information: |
https://doi.org/10.21979/N9/FMUP9M |
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Study Scope |
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Keywords: |
Computer and Information Science, Engineering, Computer and Information Science, Engineering, Remaining Useful Life Estimation |
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Abstract: |
C-MAPSS is a simulated turbofan engine dataset that consists of four data subsets with different operating conditions and fault modes denoted as FD001, FD002, FD003, and FD004. |
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Kind of Data: |
time series data |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Identification Number: |
10.1109/TII.2020.3032690 |
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Bibliographic Citation: |
Ragab, M., Chen, Z., Wu, M., Foo, C. S., Kwoh, C. K., Yan, R., & Li, X. (2021). Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. IEEE Transactions on Industrial Informatics, 17(8), 5239-5249. |
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Citation |
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Identification Number: |
10356/157026 |
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Bibliographic Citation: |
Ragab, M., Chen, Z., Wu, M., Foo, C. S., Kwoh, C. K., Yan, R., & Li, X. (2021). Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. IEEE Transactions on Industrial Informatics, 17(8), 5239-5249. |
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Label: |
cmapps_train_test_cross_domain.pt |
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Notes: |
application/octet-stream |