NASA C-MAPSS Turbofan Degradation Pack

The C-MAPSS prognostics dataset with a worked remaining-useful-life pipeline: feature engineering notebook, trained baseline model and instance templates that bind sensor channels to Nimble Core observations.

• nimble.core.units>=1.0.0optionalNimble Units & Quantities Alignment (QUDT)
• w3c.sosa-ssn>=2017.1SOSA / SSN Sensor and Observation Ontology
• nimble.core>=1.0.0Nimble Core Ontology

• v1.3.0latestNimble ≥ 1.0.08/29/2026

  Current release.

• v0.9.0Nimble ≥ 1.0.01/31/2026

  Initial public preview.

Nimble consumes this machine-readable manifest when resolving and installing the package.

{
  "package": {
    "id": "nasa.cmapss.rul",
    "name": "NASA C-MAPSS Turbofan Degradation Pack",
    "version": "1.3.0",
    "status": "published"
  },
  "publisher": {
    "name": "NASA",
    "type": "government"
  },
  "domains": [
    "manufacturing-industrial",
    "defense-aerospace"
  ],
  "solution_areas": [
    "maintenance",
    "equipment",
    "aerospace-systems"
  ],
  "artifacts": [
    "instance-template",
    "ml-model",
    "ml-notebook",
    "training-dataset"
  ],
  "dependencies": [
    {
      "id": "nimble.core.units",
      "version": ">=1.0.0",
      "optional": true
    },
    {
      "id": "w3c.sosa-ssn",
      "version": ">=2017.1",
      "optional": false
    },
    {
      "id": "nimble.core",
      "version": ">=1.0.0",
      "optional": false
    }
  ],
  "compatibility": {
    "nimble": {
      "minimum": "1.0.0",
      "maximum": null
    }
  },
  "license": {
    "type": "US-GOV-PD",
    "name": "U.S. Government Work / Public Domain",
    "url": "https://www.usa.gov/government-works",
    "redistribution": "bundled",
    "attribution_required": true,
    "attribution": "NASA Prognostics Data Repository, U.S. Government work.",
    "source_authority": "NASA Prognostics Center of Excellence",
    "source_url": "https://www.nasa.gov/intelligent-systems-division/"
  },
  "validation": {
    "security": "scanned",
    "validation": "validated"
  },
  "contents": {
    "data": [
      "train_FD001.txt",
      "test_FD001.txt"
    ],
    "models": [
      "rul-gbm.onnx"
    ],
    "instances": [
      "templates/turbofan.jsonld"
    ],
    "notebooks": [
      "rul-baseline.ipynb"
    ],
    "documentation": [
      "README.md"
    ]
  },
  "distribution": {
    "available": false,
    "reason": "bundled"
  }
}