摘要
阐述智能算法的应用,分析智能算法的优势和挑战,提出数据预处理、特征提取和选择、模型构建和选择、模型融合和更新的优化方法,从而提高故障预测与维护效率.
Abstract
This paper describes the application of intelligent algorithms,analyzes the advantages and challenges of intelligent algorithms,and proposes optimization methods for data preprocessing,feature extraction and selection,model construction and selection,model fusion and updating,in order to improve the efficiency of fault prediction and maintenance.
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