2023
DOI: 10.1049/cth2.12535
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Modelling and regulation of steam temperatures of a 1000‐MW double‐reheat boiler with long short‐term memory

Hengyi Zhu,
Peng Tan,
Ziqian He
et al.

Abstract: With the increase in the proportion of new energy power generation in grids, there is an urgent need for the flexible operation of coal‐fired power plants. However, as the most efficient commercial coal‐fired power generation technology, the flexibility of double‐reheat ultra‐supercritical units is limited due to the steam temperature fluctuation in transient processes. To inhibit the steam temperature fluctuations, a data‐driven method, called long short‐term memory (LSTM) was introduced to model the dynamics… Show more

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