National Research Development of High Technology (863 plans) of China [2008AA04Z407]; Province Natural Science Foundation of HuNan, China [09JJ5037]
机构署名:
本校为第一且通讯机构
院系归属:
机械工程学院
摘要:
A kind of signal build mould and identification tool for roller of rolling mill was discussed. Basic algorithm of Hidden Markov model (HMM) theory was presented. For ψ500×2 shrewd roller of rolling mill, the paper led Short-time Fourier transform (STFT) into draw the feature of roller signal and chose Continues Gaussian Hidden Markov Model (CGHMM) to build and identify mould. The experiment installation major included: ψ500×2 shrewd rollers and roller performance test control work of rolling mill control machine as well as a set of online s...