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Fig 1.

Schematic diagram of production system of submersible screw pump.

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Fig 2.

Overall framework of Hadoop platform.

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Fig 3.

HDFS frame structure.

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Fig 4.

MapReduce data flow diagram.

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Fig 5.

Decision tree classification.

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Table 1.

Working parameters of submersible screw pump.

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Table 2.

Part of the data of the fault diagnosis model.

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Fig 6.

Descriptive documents.

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Fig 7.

Flow chart of generating random forest model.

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Fig 8.

Random forest model.

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Fig 9.

Flow of testing random forest model.

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Fig 10.

Test results of random forest model.

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