Prediction of BOD in water body of Chaohu Lake based on GA-RandomForest
oleh: Jing Xiangnan, Xu Ling, Yuan Rui, Wang Zhiyuan, Ding Aaoyun, Liu Feilong, Zhang Haoyu, Zhang Hailong, Ge Jie
| Format: | Article |
|---|---|
| Diterbitkan: | EDP Sciences 2023-01-01 |
Deskripsi
Aiming at the problems existing in the process of river water quality detection, this paper proposes a BOD prediction model based on GA-RandomForest optimization, and evaluates the model through MAE and MAPE, and achieves good results. And the forecast experiment is carried out through the water quality data of Chaohu Lake for 3 months. The experimental results show that the BOD prediction model based on GA-RandomForest is effective, and the model is based on higher accuracy.