Precision forecasting of spray-dry desulfurization using Gaussian noise data augmentation and k-fold cross-validation optimized neural computing

RS Makomere, L Koech, HL Rutto… - Journal of Environmental …, 2024 - Taylor & Francis
Perceptron models have become integral tools for pattern recognition and classification
problems in engineering fields. This study envisioned implementing artificial neural …

[HTML][HTML] Machine learning and response surface methodology forecasting comparison for improved spray dry scrubber performance with brine sludge-derived sorbent

BJ Chepkonga, L Koech, RS Makomere… - Digital Chemical …, 2025 - Elsevier
In this study, hydrated lime (Ca (OH) ₂) sorbent was prepared from industrial brine sludge
waste using simple laboratory procedures and utilized in a laboratory-scale spray dry …