期刊论文

Zhang, Yuzuo(2597117537@qq.com)

英文

Journal of Circuits, Systems and Computers

0218-1266

2021

30

06

2150097:1-2150097:28

10.1142/S0218126621500973

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61821003, 61832007, 61772222, U1705261]; Major Project of National Science and Technology of China [2017ZX01032-101]; Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities [2019kfyXMBZ037]

本校为第一机构

In the coal-fired power generation system, it is necessary to predict the NOx emissions of power station boilers when it comes to the step to spray ammonia to ensure that NOx emissions do not exceed national standards. Using traditional machine learning algorithms in the modeling of power station boilers will require features selection and steady-state extraction, which is not suitable for practical applications. In order to reduce the NOx prediction error rate under variable operating conditions, a multi-model fusion algorithm S3LX combined wi...