LSSVM model of oil holdup of oil-water two phase flow using thermal method based on HHT

@article{Zhang2009LSSVMMO,
  title={LSSVM model of oil holdup of oil-water two phase flow using thermal method based on HHT},
  author={Chunxiao Zhang and Tao Zhang},
  journal={2009 International Conference on Machine Learning and Cybernetics},
  year={2009},
  volume={2},
  pages={1121-1126}
}
A new model based on least square support vector machines (LSSVM) and Hilbert-Huang transform (HHT) has been proposed for the first time, which is capable of forecasting oil holdup of oil-water two phase flow. Owing to the temperature signal of oil-water two phase flow is greatly disturbed by noises, which results in a limited measurement range of oil holdup. In order to solve the problem, a new signal processing method based on the improved HHT is used. With its ideal performance on local… CONTINUE READING