How to operate a BFG/coal co-firing boiler in high efficiency is challenging for a gas/solid multi-fuel combustion *** operation data from a real boiler,this study proposes an operation optimization strategy of BFG/co...
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ISBN:
(纸本)9781538629185
How to operate a BFG/coal co-firing boiler in high efficiency is challenging for a gas/solid multi-fuel combustion *** operation data from a real boiler,this study proposes an operation optimization strategy of BFG/coal co-firing boiler based on deep ***,the thermal efficiency model is constructed based on deep learning with all the actual sampling data,which outperform the other modeling ***,the high efficiency data being selected as labeled data,a deep learning-based model of air flow is *** needs to be emphasized that,to take full advantage of all available information and improve the model accuracy,all the labeled and unlabeled data are utilized in auto-coder learning of the air flow ***,the constructed air flow model is used for the operation optimization and the thermal efficiency model is used to evaluate the level efficiency *** high accuracy of the proposed modeling approaches makes the implementation of the operation optimization strategy readily practicable.
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