Aug 2026
Machine Learning Pipeline for Wastewater Effluent Quality Forecasting: Gradient Boosting-Based BOD5 Prediction with Feature Importance and Seasonal Pattern Analysis
A machine-learning-based predictive framework integrating temporal feature engineering, ensemble gradient-boosting models, and explainable artificial intelligence for multimonth BOD5 prediction is proposed, enabling reliable predictions up to 12 months ahead.
A. Pal, A. Khan, Shaik Mohammad Adnan et al.
· Industrial & Engineering... · 0 citations