2 papers
cs.LG2026
A Multi-Plant Machine Learning Framework for Emission Prediction, Forecasting, and Control in Cement Manufacturing
Sheikh Junaid Fayaz, Nestor D. Montiel-Bohorquez, Wilson Ricardo Leal da Silva +4
Cement production is among the largest contributors to industrial air pollution, emitting ~3 Mt NOx/year. The industry-standard mitigation approach, selective non-catalytic reducti…
cs.LG2024
Industrial-scale Prediction of Cement Clinker Phases using Machine Learning
Sheikh Junaid Fayaz, Nestor Montiel-Bohorquez, Shashank Bishnoi +3
Cement production, exceeding 4.1 billion tonnes and contributing 2.4 tonnes of CO2 annually, faces critical challenges in quality control and process optimization. While traditiona…