故障溯源知识图谱补全的测试数据

该数据集主要包括柴油发动机故障诊断文本中的实体以及实体之间的关系，用于柴油发动机故障知识图谱相关模型的测试任务，以评价模型的性能。在该数据集中，实体类型主要有：发动机、组成系统、零部件、故障现象、故障原因；实体之间的关系定义为4类：组成、位于、原因、unknown。This dataset primarily includes entities and their interrelationships within diesel engine fault diagnosis texts, and is employed for testing tasks of models related to diesel engine fault knowledge graphs to evaluate the performance of such models. The main entity types in this dataset are: engine, component system, components and parts, fault phenomenon, and fault cause. The relationships between entities are classified into four categories: composed_of, located_in, cause, and unknown.

搜集汇总

背景与挑战

背景概述

该数据集是用于柴油发动机故障知识图谱模型测试的测试数据，包含故障诊断文本中的实体（如发动机、零部件、故障现象等）及其关系（如组成、原因等）。数据格式为jsonl和docx，旨在评估相关模型的性能。