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Pressure Difference Prediction of Air Preheater in Coal-Fired Power Plant Based on BP Neural Network and Support Vector Regression
Power Generation Technology Vol. 44, Issue 4, Pages: 550-556(2023)
Power Generation and Environmental Protection|Updated：2025-06-06
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Pressure Difference Prediction of Air Preheater in Coal-Fired Power Plant Based on BP Neural Network and Support Vector Regression
- “In the field of pressure difference prediction for air preheaters in coal-fired power plants, experts have established a PSO-BP neural network model based on DCS big data, providing a solution to improve prediction accuracy and generalization ability.”
DOI：10.12096/j.2096-4528.pgt.22160
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Related Author
AN Jizhen
ZHENG Fuhao
LIU Yifan
CHEN Heng
XU Gang
CHEN ZhiHai
TAN Peng
WU Fang
Related Institution
Beijing Key Laboratory of Pollutant Monitoring and Control in Thermoelectric Production, North China Electric Power University, Changping District
State Key Laboratory of Coal Combustion and Low Carbon Utilization (Huazhong University of Science and Technology)
School of Energy and Power Engineering, Huazhong University of Science and Technology
State Key Laboratory of Coal Combustion (Huazhong University of Science and Technology)
CHN Energy Group New Energy Technology Research Institute Co., Ltd., Chaoyang District
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