Deep learning ensembles of LSTM networks for ammonia prediction of aeration control in municipal wastewater treatment plants: AdaBoost vs. Bagging

This data article provides the data set and all the codes for the study. The dataset is the ammonia nitrogen concentration of the aerobic tank in the wastewater treatment plant, which was recorded every 2 minutes from 04 July 2022 to 2010 July 2022, with a total of 5041 samples. The codes included the Adaboost and Bagging techniques, LSTM, CNN-LSTM and the seasonal decompose function.