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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads |
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Identification Number: |
doi:10.18710/ZN1LPD |
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Distributor: |
DataverseNO |
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Date of Distribution: |
2026-03-18 |
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Version: |
1 |
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Bibliographic Citation: |
Nguyen-Hoang, Nam-Du; huynh, Van Khang; Robbersmyr, Kjell G., 2026, "Replication Data for: Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads", https://doi.org/10.18710/ZN1LPD, DataverseNO, V1 |
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Citation |
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Title: |
Replication Data for: Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads |
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Identification Number: |
doi:10.18710/ZN1LPD |
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Authoring Entity: |
Nguyen-Hoang, Nam-Du (University of Agder) |
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huynh, Van Khang (University of Agder) |
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Robbersmyr, Kjell G. (University of Agder) |
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Producer: |
University of Agder |
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Distributor: |
DataverseNO |
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Distributor: |
University of Agder |
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Access Authority: |
Nguyen, Hoang Nam du |
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Depositor: |
Nguyen, Hoang Nam du |
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Date of Deposit: |
2026-02-04 |
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Holdings Information: |
https://doi.org/10.18710/ZN1LPD |
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Study Scope |
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Keywords: |
Computer and Information Science, Engineering, Condition monitoring |
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Abstract: |
PMSM data is used to replicate the results of the paper "Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads." Fault type: low-severity ITSC 2-6%, local demagnetization and mixed fault. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Notes: |
<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a> |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Nguyen, D., Huynh, V. K. & Robbersmyr, K. G. (2025). Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads. IEEE Transactions on Industrial Electronics. |
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Identification Number: |
10.1109/TIE.2025.3629348 |
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Bibliographic Citation: |
Nguyen, D., Huynh, V. K. & Robbersmyr, K. G. (2025). Domain Knowledge-Informed Few-Shot Fault Diagnosis of Multiple Low-Severity Faults in PMSGs Under Imbalanced Loads. IEEE Transactions on Industrial Electronics. |
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Label: |
00_ReadMe.txt |
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Text: |
This ReadMe file gives detailed information about the dataset folders and the methods used for generation of this dataset. |
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Notes: |
text/plain |
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Label: |
CS.rar |
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Text: |
Constant speed condition |
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Notes: |
application/x-compressed |
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Label: |
Unbalancedload.rar |
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Text: |
Unbalanced load data condition |
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Notes: |
application/x-compressed |