Research on a dissolved oxygen prediction method for recirculating aquaculture systems based on a convolution neural network
Research on a dissolved oxygen prediction method for recirculating aquaculture systems based on a convolution neural network
Xuxiang Ta,Yaoguang Wei
2018 · DOI: 10.1016/j.compag.2017.12.037
Computers and Electronics in Agriculture · 88 Citations
TLDR
The results show that the reverse understanding convolutional neural network (CNN) prediction model is suitable for the prediction of dissolved oxygen and its convergence rate during pre-training is faster than that of the BP network under the same conditions, and its prediction stability is superior.