Fast prediction of temperature and chemical species distributions in pulverized coal boiler using POD reduced-order modeling for CFD
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DOI: 10.1016/j.energy.2023.127663
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- Tang, Zhenhao & Sui, Mengxuan & Wang, Xu & Xue, Wenyuan & Yang, Yuan & Wang, Zhi & Ouyang, Tinghui, 2024. "Theory-guided deep neural network for boiler 3-D NOx concentration distribution prediction," Energy, Elsevier, vol. 299(C).
- Xue, Wenyuan & Lu, Yichen & Wang, Zhi & Cao, Shengxian & Sui, Mengxuan & Yang, Yuan & Li, Jiyuan & Xie, Yubin, 2024. "Reconstructing near-water-wall temperature in coal-fired boilers using improved transfer learning and hidden layer configuration optimization," Energy, Elsevier, vol. 294(C).
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Keywords
CFD; Chemical species distribution; Proper orthogonal decomposition (POD); Reduced-order modeling; Support vector machine (SVM); Temperature distribution;All these keywords.
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