apd-core/core/TimeSeries/3W-dataset-rare-undesirable-real-events-in-oil-wells.yml at master · awesomedata/apd-core · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
---
title: 3W dataset
homepage: https://github.com/ricardovvargas/3w_dataset
category: TimeSeries
description: To the best of its authors' knowledge, this is the first realistic and public dataset with rare undesirable real events in oil wells that can be readily used as a benchmark dataset for development of machine learning techniques related to inherent difficulties of actual data.
version: 1.0
keywords: Fault detection and diagnosis, Oil well monitoring, Abnormal event management, Multivariate time series classification.
image:
temporal:
spatial:
access_level: public
copyrights:
accrual_periodicity:
specification:
data_quality: false
data_dictionary:
language: en
license: MIT License
publisher:
  - name:
    web:
organization:
  - name:
    web:
issued_time:
sources:
  - name:
    access_url:
references:
  - title: A realistic and public dataset with rare undesirable real events in oil wells
    reference: https://doi.org/10.1016/j.petrol.2019.106223