Prediction of temperature change with multi-dimensional environmental characteristic based on CNN-LSTM-ATTENTION model

被引：0
|
作者：
Yang, Jiawei [1 ]
Chen, Huamin [1 ]
Lin, Shaofu [1 ]
Chen, Limin [2 ]
Chen, Yu [2 ]
机构：
[1] Beijing University of Technology, Faculty of Information Technology, Beijing, China
[2] Beijing National Speed Skating, Oval Operation Co., Ltd, Beijing, China
来源：
IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC) | 2022年 / 2022-June卷
关键词：
Attention mechanisms - Change prediction - Convolutional neural network - Environmental characteristic - Environmental temperature - Memory modeling - Multi dimensional - Temperature change prediction - Temperature changes - Temperature data;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
16
引用
下载
收藏
页码：1024 / 1029
相关论文
共 50 条
  • [1] Logging curve prediction method based on CNN-LSTM-attention
    Shi, Mingjiang
    Yang, Bohan
    Chen, Rui
    Ye, Dingsheng
    EARTH SCIENCE INFORMATICS, 2022, 15 (04) : 2119 - 2131
  • [2] Logging curve prediction method based on CNN-LSTM-attention
    Mingjiang Shi
    Bohan Yang
    Rui Chen
    Dingsheng Ye
    Earth Science Informatics, 2022, 15 : 2119 - 2131
  • [3] Mach Number Prediction for a Wind Tunnel Based on the CNN-LSTM-Attention Method
    ZHAO Luping
    WU Kunyang
    Instrumentation, 2023, 10 (04) : 64 - 82
  • [4] Prediction of Remaining Useful Life of Aero-engines Based on CNN-LSTM-Attention
    Deng, Sizhe
    Zhou, Jian
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2024, 17 (01)
  • [5] An Ionospheric TEC Forecasting Model Based on a CNN-LSTM-Attention Mechanism Neural Network
    Tang, Jun
    Li, Yinjian
    Ding, Mingfei
    Liu, Heng
    Yang, Dengpan
    Wu, Xuequn
    REMOTE SENSING, 2022, 14 (10)
  • [6] An Improved Hybrid CNN-LSTM-Attention Model with Kepler Optimization Algorithm for Wind Speed Prediction
    Huang, Yuesheng
    Li, Jiawen
    Li, Yushan
    Lin, Routing
    Wu, Jingru
    Wang, Leijun
    Chen, Rongjun
    Engineering Letters, 2024, 32 (10) : 1957 - 1965
  • [7] A Text Sentiment Classification Modeling Method Based on Coordinated CNN-LSTM-Attention Model
    Zhang Yangsen
    Zheng Jia
    Jiang Yuru
    Huang Gaijuan
    Chen Ruoyu
    CHINESE JOURNAL OF ELECTRONICS, 2019, 28 (01) : 120 - 126
  • [8] A Text Sentiment Classification Modeling Method Based on Coordinated CNN-LSTM-Attention Model
    ZHANG Yangsen
    ZHENG Jia
    JIANG Yuru
    HUANG Gaijuan
    CHEN Ruoyu
    Chinese Journal of Electronics, 2019, 28 (01) : 120 - 126
  • [9] Enhancing photovoltaic power prediction using a CNN-LSTM-attention hybrid model with Bayesian hyperparameter optimization
    Zhou, Ning
    Shang, Bowen
    Xu, Mingming
    Peng, Lei
    Feng, Guang
    Global Energy Interconnection, 2024, 7 (05) : 667 - 681
  • [10] Enhancing photovoltaic power prediction using a CNN-LSTM-attention hybrid model with Bayesian hyperparameter optimization
    Ning Zhou
    Bowen Shang
    Mingming Xu
    Lei Peng
    Yafei Zhang
    Global Energy Interconnection, 2024, 7 (05) : 667 - 681
12345