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A digital twin of coal-fired boiler for physical fields prediction using flow-field-informed POD-XGBoost reduced-order modeling

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

2025Energy12 citationsDOI

Topics & Concepts

Boiler (water heating)CoalPoint of deliveryCoal firedFlow (mathematics)EngineeringProcess engineeringPetroleum engineeringEnvironmental scienceComputer scienceMechanical engineeringWaste managementMechanicsPhysicsAgronomyBiologyModel Reduction and Neural NetworksReal-time simulation and control systemsFluid Dynamics and Turbulent Flows