Create rop-optimizer-agent/config.json
Browse files
rop-optimizer-agent/config.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_type": "physics-informed-agent",
|
| 3 |
+
"task": "drilling-optimization",
|
| 4 |
+
"description": "DeepBoreAI ML agent for real-time ROP prediction and drilling anomaly detection.",
|
| 5 |
+
"library": "deepboreai-sdk",
|
| 6 |
+
"input_features": [
|
| 7 |
+
"bit_depth",
|
| 8 |
+
"wobs",
|
| 9 |
+
"rpm",
|
| 10 |
+
"torque",
|
| 11 |
+
"flow_rate",
|
| 12 |
+
"mud_density",
|
| 13 |
+
"annular_pressure"
|
| 14 |
+
],
|
| 15 |
+
"output": "predicted_rop",
|
| 16 |
+
"precision": ">90%"
|
| 17 |
+
}
|