HAN Zhonghe, ZHAI Xinjie, JIAO Hongchao. Vibration state evaluation for steam turbines through principal component analysis[J]. Thermal power generation, 2015, 44(6): 21-24.
HAN Zhonghe, ZHAI Xinjie, JIAO Hongchao. Vibration state evaluation for steam turbines through principal component analysis[J]. Thermal power generation, 2015, 44(6): 21-24.DOI:
The vibration characteristic indicators reflecting operation status of steam turbines can be applied to monitor and evaluate the current vibration state of the steam turbine.Generally
more than one characteristic indicator are needed to completely reflect the vibration status of steam turbine from different aspects.However
it is difficult to evaluate the steam turbine's vibration status directly by multiple indicators.To solve this problem
a comprehensive evaluation function was established
on the basis of principal component analysis.The turbine's vibration state was evaluated by comprehensive scores
and the results were verified by experimental data from rotor test rig.The results show this method can evaluate the steam turbines' vibration state quantitatively on the premise of a smaller amount of information loss.