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A mechanism-data hybrid-driven approach to reduce NOx emission and slagging for coal-fired boiler using POD reduced order modeling and XGBoost

Tianyi Wang, Wenqi Zhong, Xi Chen, Guanwen Zhou, Jianliang Shi, Baihua Zhang

2025Applied Thermal Engineering11 citationsDOI

Topics & Concepts

NOxBoiler (water heating)Coal firedWaste managementCoalEnvironmental scienceMechanism (biology)Point of deliveryProcess engineeringEnvironmental engineeringEngineeringChemistryPhysicsCombustionOrganic chemistryQuantum mechanicsAgronomyBiologyModel Reduction and Neural NetworksAdvanced Control Systems OptimizationReal-time simulation and control systems
A mechanism-data hybrid-driven approach to reduce NOx emission and slagging for coal-fired boiler using POD reduced order modeling and XGBoost | Litcius