A Multi-Step Furnace Temperature Prediction Model for Regenerative Aluminum Smelting Based on Reversible Instance Normalization-Convolutional Neural Network-Transformer

被引：0
|
作者：
Dai, Jiayang [1 ]
Ling, Peirun [1 ]
Shi, Haofan [1 ]
Liu, Hangbin [1 ]
机构：
[1] School of Electrical Engineering, Guangxi University, Nanning,530004, China
来源：
Processes | 2024年 / 12卷 / 11期
关键词：
All Open Access; Gold;
D O I：
10.3390/pr12112438
中图分类号：
学科分类号：
摘要：
36
引用
收藏
相关论文
共 9 条
  • [1] Multi-step ahead prediction of lake water temperature using neural network and physically-based model
    Chen, Chuqiang
    Xue, Xinhua
    JOURNAL OF HYDRAULIC RESEARCH, 2024, 62 (04) : 370 - 382
  • [2] Wind-Speed Multi-Step Forecasting Based on Variational Mode Decomposition, Temporal Convolutional Network, and Transformer Model
    Zhang, Shengcai
    Zhu, Changsheng
    Guo, Xiuting
    ENERGIES, 2024, 17 (09)
  • [3] A multi-step water quality prediction model based on the Savitzky-Golay filter and Transformer optimized network
    Wang, Ruiqi
    Qi, Ying
    Zhang, Qiang
    Wen, Fei
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (50) : 109299 - 109314
  • [4] A multi-step water quality prediction model based on the Savitzky-Golay filter and Transformer optimized network
    Ruiqi Wang
    Ying Qi
    Qiang Zhang
    Fei Wen
    Environmental Science and Pollution Research, 2023, 30 : 109299 - 109314
  • [5] Multi-step temperature prediction model based on surrounding cities and long-term memory neural networks
    Huang, Zhenyue
    Zhang, Lei
    Shen, Xiajiong
    Hou, Liyang
    Gao, Yihua
    Sun, Jun
    14TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND EDUCATION (ICCSE 2019), 2019, : 518 - 522
  • [6] A Hybrid Framework for Short Term Multi-Step Wind Speed Forecasting Based on Variational Model Decomposition and Convolutional Neural Network
    Zhou, Jianzhong
    Liu, Han
    Xu, Yanhe
    Jiang, Wei
    ENERGIES, 2018, 11 (09)
  • [7] Data-Driven Graph Filter-Based Graph Convolutional Neural Network Approach for Network-Level Multi-Step Traffic Prediction
    Lin, Lei
    Li, Weizi
    Zhu, Lei
    SUSTAINABILITY, 2022, 14 (24)
  • [8] Temperature Prediction Model for a Regenerative Aluminum Smelting Furnace by a Just-in-Time Learning-Based Triple-Weighted Regularized Extreme Learning Machine
    Chen, Xingyu
    Dai, Jiayang
    Luo, Yasong
    PROCESSES, 2022, 10 (10)
  • [9] Slope multi-step excavation displacement prediction surrogate model based on a long short-term memory neural network: for small sample data and multi-feature multi-task learning
    Dai, Yue
    Dai, Wujiao
    Xie, Jiawei
    GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS, 2024,
1