Optimization Strategy of Large Spare Parts Based on Fault Replacement in Offshore Wind Farm
Spare parts configuration for turbines is crucial in the operation and maintenance of offshore wind farms.To rationalize the allocation of spare parts and reduce operational and spare parts costs,a(S,s)spare parts optimization strategy considering turbine component replacements is proposed.This strategy integrates offshore weather factors and maintenance resource constraints,establishing a simulation optimization model with spare parts configuration parameters and operational group parameters as decision variables.The objective is to mini-mize the average cost rate of major components in offshore wind turbines using a Monte Carlo combined with ge-netic algorithm approach to solve the model.Simulation results demonstrate that the proposed method effectively reduces spare parts consumption and operational costs for offshore wind farms,validating the effectiveness of the spare parts optimization strategy.
offshore wind farmfault replacementspare parts optimizationmaintenance strategy
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