dydyd commited on
Commit
a0c1ff0
·
verified ·
1 Parent(s): b10365d

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +51 -0
README.md ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: openrail
3
+ task_categories:
4
+ - token-classification
5
+ language:
6
+ - zh
7
+ tags:
8
+ - code
9
+ size_categories:
10
+ - n<1K
11
+ ---
12
+
13
+ # Dataset Card for Dataset Name
14
+
15
+ <!-- Provide a quick summary of the dataset. -->
16
+
17
+ This dataset provides vibration and motor current data for fault diagnosis of motor winding faults.
18
+
19
+ ## Dataset Details
20
+
21
+ Vibration data is acquired with a sampling frequency of 25.6 kHz, and current data is acquired with a sampling frequency of 100 kHz.
22
+
23
+ For more detailed information about this dataset, please check our article published in "Data in Brief".
24
+ Title: Vibration and Current Dataset of Three-Phase Permanent Magnet Synchronous Motors with Stator Faults
25
+ Link: https://www.sciencedirect.com/journal/data-in-brief
26
+
27
+ ### Dataset Description
28
+
29
+ <!-- Provide a longer summary of what this dataset is. -->
30
+
31
+ aaaaW_bb_cc_vibration_dddd.tdms : This file includes "dddd" short circuit fault vibration data of z-direction with "bb.cc" % severity acquired from the motor whose capacity is "aaaa" W.
32
+
33
+ For examples, "1000W_00_00_vibration_interturn.tdms" means healthy inter-turn short circuit vibration data of z-direction acquired from the motor whose capacity is 1.0 kW and "1500W_05_70_vibration_intercoil.tdms" means coil-coil short circuit fault vibration data of z-direction with 5.70 % severity acquired from the motor whose capacity is 1.5 kW.
34
+
35
+ aaaaW_bb_cc_current_dddd.tdms : This file includes "dddd" short circuit fault motor current data of three phases with "bb.cc" % severity acquired from the motor whose capacity is "aaaa" W.
36
+
37
+ For examples, "1000W_00_00_current_interturn.tdms" means healthy inter-turn short circuit motor current data of three phases acquired from the motor whose capacity is 1.0 kW and "1500W_05_70_current_intercoil.tdms" means coil-coil short circuit fault motor current data of three phases with 5.70 % severity acquired from the motor whose capacity is 1.5 kW.
38
+
39
+
40
+ ### Dataset Reference [optional]
41
+
42
+
43
+ - **Link:** https://data.mendeley.com/datasets/rgn5brrgrn/5
44
+
45
+
46
+ ## Difference
47
+
48
+ The difference between Refrence is that our team adheres to the consistency of digit counts; for instance, the number '5' has been revised to '05' to align with the subsequent two-digit figures.
49
+
50
+
51
+