Industrial AI Use Cases & Case Studies | Tridiagonal.ai

Furnace Efficiency Prediction

Written by Digital Transformation in Process Manufacturing | Feb 19, 2026 6:51:44 PM

Ethylene is produced through a cracking process within furnaces. However, a significant challenge lies in coking, where undesirable carbon deposits form on the furnace walls during operation. This coking not only reduces efficiency by hindering heat transfer but also necessitates a delicate decoking process.