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Fig 1.

Coordinates of 18 turbines requiring maintenance in the Yellow Sea offshore wind farm.

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Fig 2.

illustrates the inspection path and cost optimization design process for offshore wind farms.

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Table 1.

Coordinates of target wind turbines.

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Table 2.

Ship information.

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Table 3.

Personnel information.

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Fig 3.

Processing flow of GA algorithm.

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Fig 4.

Clustering effect.

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Table 4.

Scheduling tasks of ship inspection.

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Fig 5.

Ship polling path based on K-mean-GA algorithm and GA algorithm.

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Fig 6.

Iterative optimization process of 100 inspection costs based on K-mean-GA algorithm and GA algorithm.

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Table 5.

Results of ship inspection optimization using K-mean-GA algorithm and GA algorithm.

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