Multi-Step Ahead Prediction of Reheat Steam Temperature of a 660 MW Coal-Fired Utility Boiler Using Long Short-Term Memory

With increases in the penetration of renewables in grids, there is an increasing demand for coal-fired power plants to operate flexibly. Regulation of reheat steam temperature is of great importance for the safe and efficient operation of coal-fired power plants. However, the difficulty of reheat st...

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Bibliographic Details

Published in:	Frontiers in Energy Research
Main Authors:	Peng Tan, Hengyi Zhu, Ziqian He, Zhiyuan Jin, Cheng Zhang, Qingyan Fang, Gang Chen
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-03-01
Subjects:	reheat steam temperature long short-term memory multistep ahead prediction coal-fired boiler modeling
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2022.845328/full