Time Series Datasets - adbashir/NM_EPSCOR_TimeSeries_Supermarket_NTSS GitHub Wiki
Following datasets have been added to our archive.
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This database is collected at UNM by Prof. Manel Martinez-Ramon and his research group (ECE Department).
Pyranometer Time Series:
| Properties | Values |
|---|---|
| Start Date/Time | 2017-12-07 15:35:10.960246 |
| End Date/Time | 2019-01-20 22:50:17.640944 |
| Instances | 26,867,704 |
| Frequency / Resolution | 0.280242 seconds |
| Data Description | Univariate Time Series - Each instance has a timestamp and value - Value is pyranometer reading ( solar irradiance on a planar surface and it is designed to measure the solar radiation flux density (W/m2) |
| Physical Location of Sensor | University of New Mexico |
| Data Location | University of New Mexico |
| Creator | Manel Martinez-Ramon |
| Creator (Organization) | University of New Mexico |
| Sponsor | EPSCOR |
| URL | www.sultana.cs.unm.edu:3000 |
| Meta Data File Link | pyrano_metadata.json |
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Anonymized Los Alamos utility data :
This database is generated by Adnan Bashir and Trilce P. Estrada.
Anonymized Los Alamos utility data:
| Properties | Values |
|---|---|
| Start Date | May 2013 |
| End Date | Dec 2019 |
| Instances | 400 Million |
| Frequency / Resolution | 15 Minutes |
| Data Type | Float |
| Data Description | Multivariate Time Series |
| Data Collection Points (Meter) | 1658 |
| Physical Location of Sensor | Los Alamos Utility |
| Data Location | University of New Mexico |
| Creator | Trilce P. Estrada |
| Creator (Organization) | University of New Mexico |
| Sponsor | EPSCOR |
| Data Header | Instance ID, Time, Value |
| URL | www.sultana.cs.unm.edu:3000 |
| Meta Data File Link | LA_metadata.xml |
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This database is generated by Adnan Bashir and Trilce P. Estrada.
NMSU FAULT DATASET:
| Properties | Values |
|---|---|
| Start Date/Time | 0 Seconds |
| End Date/Time | 2.5 seconds |
| Instances | 20 sets of 9602 multivariate time series |
| Frequency / Resolution | 0.26 milliseconds |
| Data Location | University of New Mexico |
| Creator | Olga /Huiping |
| Creator (Organization) | NMSU |
| Sponsor | EPSCOR |
| Meta Data File Link | fault_metadata.xml |
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Synthetic Multivariate Time Series Data - I :
This database is generated by Adnan Bashir and Trilce P. Estrada.
Synthetic Multivariate Time Series Data I:
| Properties | |
|---|---|
| Start Date/Time | 2018-01-01 00:00:00 |
| End Date/Time | 2018-12-31 00:00:00 |
| Instances | 31,536,000 |
| Frequency / Resolution | 1 per Second |
| # of variables | 15 |
| Data Description | Synthetic multivariate time series data using Python |
| Libraries used | Numpy, Pandas, Keras |
| Physical Location of Sensor | University of New Mexico |
| Data Location | University of New Mexico |
| Creator | Adnan Bashir |
| Creator (Organization) | University of New Mexico |
| Sponsor | EPSCOR |
| Meta Data File Link | synthetic1_metadata.xml |