The results of the present study have shown that the neural networks with fewer inputs selected by the genetic algorithms are capable of making an accurate diagnosis of the turbine online performance.

• 结果表明，由遗传算法选定的较少的参数作为诊断网络的输入即可判断透平性能状态的好坏。