Open access
Aug 2026
Advanced IoT Framework for Water Pollution Monitoring and Prediction
An end-to-end Internet of Things framework designed for real-time water quality monitoring and predictive pollution modeling and a hybrid machine learning architecture—combining Long Short-Term Memory (LSTM) networks for time-series forecasting and Random Forest models for anomaly classification—is proposed.
Parvathy Krishna V, G. S, Sahala Mehrin et al.
· International Journal of Tec... · 0 citations