Table 2 Classification of dataset.
From: Construction of knowledge graph for gas polyethylene pipelines based on ALBERT-BiGRU-CRF
Category | Subclass |
---|---|
Basic data | Ontological data |
Pipe performance data | |
Pipeline performance data | |
Pipe qualification data | |
Pipe quality assurance | |
Production data | Pipe characterisation data |
Piping design data | |
Pipeline construction data | |
Pipeline operating process conditions | |
Safety device information | |
Installation data | Laying environment survey data |
Environmental corrosion test data | |
Pipe laying environment | |
Pipeline soil environment | |
Pipeline air environment | |
Pipeline surroundings | |
Ground activity level | |
Normal surface devices and protection | |
Pipeline structure | |
Geometric dimensions | |
Exterior inspection | |
Surface environment along pipelines | |
Crossing the pipeline | |
Other inspections | |
Information review | |
Macro-inspection | |
Operational data | Welding process parameters |
Welding process evaluation | |
Comprehensive inspection data | |
Detection data | |
Pipeline commissioning records | |
Pipeline anomaly records | |
Pipeline inspection and monitoring records | |
In-pipe gas logging | |
Pipeline operation process records |