Prediction and Comparison of Ash Fusion Temperatures Based on BP Neural Network and Least Squares Support Vector Machine

SHI Hao; XIAO Haiping; LIU Yanpeng

doi:10.12096/j.2096-4528.pgt.20003

English Version Reader LoginJournal Login

您当前的位置：

首页 >

文章列表页 >

Prediction and Comparison of Ash Fusion Temperatures Based on BP Neural Network and Least Squares Support Vector Machine

Power Generation and Environmental Protection | 更新时间：2025-06-06

- Prediction and Comparison of Ash Fusion Temperatures Based on BP Neural Network and Least Squares Support Vector Machine
- “In the field of predicting slagging in coal-fired boilers, experts have established BP neural network and least squares support vector machine models to provide a solution for predicting the melting point of fly ash.”
- Power Generation Technology Vol. 43, Issue 1, Pages: 139-146(2022)
- 作者机构：
  
  1.华北电力大学能源动力与机械工程学院,北京市昌平区 102206
  2.中国大唐集团科学技术研究院有限公司火力发电技术研究院,北京市石景山区 100040
- 作者简介：
- 基金信息：
  
  National Natural Science Foundation of China(51206047)
- DOI：10.12096/j.2096-4528.pgt.20003
  CLC： TK 223
- Received：13 March 2021，
  
  Published：28 February 2022
- 稿件说明：
移动端阅览
时浩,肖海平,刘彦鹏.基于BP神经网络和最小二乘支持向量机的灰熔点预测和对比[J].发电技术,2022,43(01):139-146.

SHI Hao,XIAO Haiping,LIU Yanpeng.Prediction and Comparison of Ash Fusion Temperatures Based on BP Neural Network and Least Squares Support Vector Machine[J].Power Generation Technology,2022,43(01):139-146.
时浩,肖海平,刘彦鹏.基于BP神经网络和最小二乘支持向量机的灰熔点预测和对比[J].发电技术,2022,43(01):139-146. DOI： 10.12096/j.2096-4528.pgt.20003.

SHI Hao,XIAO Haiping,LIU Yanpeng.Prediction and Comparison of Ash Fusion Temperatures Based on BP Neural Network and Least Squares Support Vector Machine[J].Power Generation Technology,2022,43(01):139-146. DOI： 10.12096/j.2096-4528.pgt.20003.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Study on Optimization of Prediction Model of Flue Gas Oxygen Content in Thermal Power Plant Based on Least Squares Support Vector Machine

Related Author

ZHAO Guoqin

LAN Maowei

LI Yang

ZHOU Yuanxiang

JIANG Zhengwei

GAN Yunhua

Related Institution

Jinghai Power Generation Co., Ltd., Guangdong Energy Group

School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, Guangdong Province

Xi'an Thermal Power Research Institute Co., Ltd.

AI导读

AI脑图

AI问答

⁰

Prediction and Comparison of Ash Fusion Temperatures Based on BP Neural Network and Least Squares Support Vector Machine

DOI：10.12096/j.2096-4528.pgt.20003