Supplementary materials
This section contains supplementary materials.
Dataset 1 - NLN-EMP
This is the dataset from:
Bruinsma, S., Geertsma, R. D., Loendersloot, R., & Tinga, T. (2024). Motor Current and Vibration Monitoring Dataset for various Faults in an E-motor-driven Centrifugal Pump. Data in Brief, 52, 1-16, Article 109987. https://doi.org/https://doi.org/10.1016/j.dib.2023.109987
Link to the data: https://doi.org/10.4121/2b61183e-c14f-4131-829b-cc4822c369d0.v4
The following files are provided and can be downloaded:
File name | Description |
|---|---|
The completed input file that generates the ISA-PHM files | |
The resulting ISA-PHM file in ISAtab format | |
The resulting ISA-PHM file in ISA json format |
Note that the associated raw / processed data files are (still) missing.
Dataset 2 - NASA CMAPSS
This is the dataset from:
Saxena, A., Goebel, K., Simon, D., & Eklund, N. (2008). Damage propagation modeling for aircraft engine prognostics. International Conference on Prognostics and Health Management
Link to the data: https://www.kaggle.com/datasets/palbha/cmapss-jet-engine-simulated-data
The following files are provided and can be downloaded:
File name | Description |
|---|---|
The completed input file that generates the ISA-PHM files | |
The resulting ISA-PHM file in ISAtab format | |
The resulting ISA-PHM file in ISA json format |
Note that the associated raw / processed data files are (still) missing.
Dataset 3 - NASA Milling data
This is the dataset from:
A. Agogino and K. Goebel (2007). BEST lab, UC Berkeley. "Milling Data Set", NASA Ames Prognostics Data Repository http://ti.arc.nasa.gov/project/prognostic-data-repository, NASA Ames Research Center, Moffett Field, CA
Link to the daya: https://www.kaggle.com/datasets/vinayak123tyagi/milling-data-set-prognostic-data
The following files are provided and can be downloaded:
File name | Description |
|---|---|
The completed input file that generates the ISA-PHM files | |
The resulting ISA-PHM file in ISAtab format | |
The resulting ISA-PHM file in ISA json format |
Note that the associated raw / processed data files are (still) missing.