An online monitoring measure consistency computing algorithm by sliding window in multi-sensor system

@article{Ma2016AnOM,
  title={An online monitoring measure consistency computing algorithm by sliding window in multi-sensor system},
  author={Siyuan Ma and Gangquan Si and Wenmeng Yue and Zhiqiang Ding},
  journal={2016 IEEE International Conference on Mechatronics and Automation},
  year={2016},
  pages={2185-2190}
}
Focusing on the method to dispose of ineffective and erroneous information from certain sensors, an online-inspection algorithm for measure consistency is proposed. Before the data fusion or the establishment of soft sensor model, the consistency measure of original data is calculated and removes those data with low quality and precision. Based on the… CONTINUE READING