Datasets:
Upload 7 files
Browse files- datasheet.json +30 -0
- master.csv +0 -0
- uav_node_1.csv +0 -0
- uav_node_2.csv +0 -0
- uav_node_3.csv +0 -0
- uav_node_4.csv +0 -0
- uav_node_5.csv +0 -0
datasheet.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_name": "ZeroTwin-UAV-Synthetic",
|
| 3 |
+
"version": "1.0.0",
|
| 4 |
+
"n_nodes": 5,
|
| 5 |
+
"samples_per_node": 5000,
|
| 6 |
+
"total_samples": 25000,
|
| 7 |
+
"sampling_rate_hz": 10.0,
|
| 8 |
+
"duration_minutes_per_node": 8.333333333333334,
|
| 9 |
+
"sensors": [
|
| 10 |
+
"vibration_g",
|
| 11 |
+
"temperature_c",
|
| 12 |
+
"voltage_v",
|
| 13 |
+
"acoustic_db"
|
| 14 |
+
],
|
| 15 |
+
"fault_classes": {
|
| 16 |
+
"0": "normal",
|
| 17 |
+
"1": "rotor_imbalance",
|
| 18 |
+
"2": "esc_thermal",
|
| 19 |
+
"3": "bearing_wear",
|
| 20 |
+
"4": "battery_sag"
|
| 21 |
+
},
|
| 22 |
+
"physics_models": {
|
| 23 |
+
"rotor_imbalance": "Harmonic amplitude growth A(t) = A0(1 + alpha*t)",
|
| 24 |
+
"esc_thermal": "RC thermal model T(t) = T_amb + (T_ss - T_amb)(1 - exp(-t/tau))",
|
| 25 |
+
"bearing_wear": "BPFO high-frequency defect + friction heating",
|
| 26 |
+
"battery_sag": "Exponential OCV decay + linear R_int growth"
|
| 27 |
+
},
|
| 28 |
+
"license": "CC-BY-4.0",
|
| 29 |
+
"citation": "Bello et al., ZeroTwin: DAG-Federated PHM for UAV Swarms, 2027"
|
| 30 |
+
}
|
master.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
uav_node_1.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
uav_node_2.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
uav_node_3.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
uav_node_4.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
uav_node_5.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|