In order to forecast the large-scale water pump running performance, the kernel algorithm of Statistical Learning Theory (SLT), Support Vector Machine (SVM), is applied.

• 摘要为了预测大型水泵在运行中的性能，采用了统计学习理论中的核心算法-支持向量机。