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With the accumulation of maintenance data from the operation of vehicle on-board equipment (VOBE), it plays an important role in fault diagnosis and prognosis. However, natural language in maintenance data is a big challenge for fault diagnosis due to its irregular feature and uncertainty semantics. Some researchers have introduced text mining methods to deal with this problem, but they lose sight...