Baker Hughes · Schema

Prediction

AI-generated predictive maintenance forecast from Baker Hughes BHC3 AI Suite.

Energy TechnologyIndustrial IoTOil And GasAsset Performance ManagementDigital EnergyFortune 500

Properties

Name Type Description
predictionId string Unique identifier for the prediction.
assetId string Identifier of the asset this prediction applies to.
predictionType string Category of prediction.
failureProbability number Probability of failure in the next prediction window (0.0 to 1.0).
estimatedTimeToFailure string Estimated time until failure expressed as ISO 8601 duration (e.g., P7D for 7 days).
confidenceScore number Model confidence in this prediction (0.0 to 1.0).
recommendedAction string Recommended maintenance or operational action.
generatedAt string Timestamp when this prediction was generated.
View JSON Schema on GitHub

JSON Schema

baker-hughes-prediction-schema.json Raw ↑ 
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://api-evangelist.github.io/baker-hughes/json-schema/baker-hughes-prediction-schema.json",
  "title": "Prediction",
  "description": "AI-generated predictive maintenance forecast from Baker Hughes BHC3 AI Suite.",
  "type": "object",
  "properties": {
    "predictionId": {
      "type": "string",
      "description": "Unique identifier for the prediction."
    },
    "assetId": {
      "type": "string",
      "description": "Identifier of the asset this prediction applies to."
    },
    "predictionType": {
      "type": "string",
      "description": "Category of prediction.",
      "enum": ["failure", "maintenance", "production", "efficiency", "well-integrity"]
    },
    "failureProbability": {
      "type": "number",
      "description": "Probability of failure in the next prediction window (0.0 to 1.0).",
      "minimum": 0,
      "maximum": 1
    },
    "estimatedTimeToFailure": {
      "type": "string",
      "description": "Estimated time until failure expressed as ISO 8601 duration (e.g., P7D for 7 days)."
    },
    "confidenceScore": {
      "type": "number",
      "description": "Model confidence in this prediction (0.0 to 1.0).",
      "minimum": 0,
      "maximum": 1
    },
    "recommendedAction": {
      "type": "string",
      "description": "Recommended maintenance or operational action."
    },
    "generatedAt": {
      "type": "string",
      "format": "date-time",
      "description": "Timestamp when this prediction was generated."
    }
  },
  "required": ["predictionId", "assetId", "predictionType", "failureProbability", "recommendedAction"]
}