A Time-Series and Multi-Factor-Based Prediction Model for Ash Deposition and Slagging on Boiler Heating Surfaces

ZENG Zhenrong; ZHANG Hejing; LIN Zengwen; SUN Kai; SU Changmao; XIANG Shenlin; WANG Junming; YANG Chao; ZHOU Lei; ZHANG Zhihan; XU Kai

doi:10.12096/j.2096-4528.pgt.260419

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A Time-Series and Multi-Factor-Based Prediction Model for Ash Deposition and Slagging on Boiler Heating Surfaces

Power Generation and Environmental Protection | Updated：2026-09-04

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- A Time-Series and Multi-Factor-Based Prediction Model for Ash Deposition and Slagging on Boiler Heating Surfaces
- ZENG Zhenrong , ZHANG Hejing , LIN Zengwen , SUN Kai , SU Changmao , XIANG Shenlin , WANG Junming , YANG Chao , ZHOU Lei , ZHANG Zhihan , XU Kai
- Power Generation Technology Vol. 47, Issue 4, Pages: 886-896(2026)
- Affiliations：
  1.Fujian Huadian Shaowu Energy Co., Ltd., Shaowu 354000, Fujian Province, China
  2.Huadian Electric Power Research Institute Co., Ltd., Hangzhou 310030, Zhejiang Province, China
  3.School of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan 430074, Hubei Province, China
- Author bio：
  Zeng Zhenrong (1992), male, Engineer. Research interests focus on thermal control. Email: 609228814@qq.com
  Lin Zengwen (1993), male, Engineer. Research interests focus on thermal control. Email: 280263666@qq.com
  Zhou Lei (2001), male, Master's Candidate. Research interests focus on flexible and intelligent power generation. Email: m202371314@hust.edu.cn
  Zhang Zhihan (2003), female, Master's Candidate. Research interests focus on intelligent and flexible power generation of coal-fired boilers. Email: m202571509@hust.edu.cn
  Xu Kai (1986), male, Ph.D., Lecturer. Research interests focus on intelligent and flexible power generation of coal-fired boilers. Email: xukai@hust.edu.cn (corresponding author)
- Funds：
- DOI： 10.12096/j.2096-4528.pgt.260419
  CLC：
- Revised：2026-01-12 ，
- Accepted：
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A Time-Series and Multi-Factor-Based Prediction Model for Ash Deposition and Slagging on Boiler Heating Surfaces

DOI： 10.12096/j.2096-4528.pgt.260419

Full Text(HTML)

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摘要

Abstract

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references