Advanced thermal prediction for green roofs: CNN-LSTM model with SSA optimization

被引:0
|
作者
Wang, Jun [1 ]
Xu, Ding [2 ]
Yang, Wansheng [1 ]
Lai, Ling [1 ]
Li, Feng [1 ]
机构
[1] School of Civil and Transportation Engineering, Guangdong University of Technology, 510006, China
[2] School of Computer Science and Technology, Harbin Institute of Technology, 150006, China
关键词
Compendex;
D O I
10.1016/j.enbuild.2024.114745
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] An Advanced CNN-LSTM Model for Cryptocurrency Forecasting
    Livieris, Ioannis E.
    Kiriakidou, Niki
    Stavroyiannis, Stavros
    Pintelas, Panagiotis
    [J]. ELECTRONICS, 2021, 10 (03) : 1 - 16
  • [2] A CNN-LSTM Stock Prediction Model Based on Genetic Algorithm Optimization
    Baek, Heon
    [J]. ASIA-PACIFIC FINANCIAL MARKETS, 2024, 31 (02) : 205 - 220
  • [3] Gun Life Prediction Model Based on Bayesian Optimization CNN-LSTM
    Wang Min
    Lu Xikun
    Zhou Yi-di
    [J]. INTEGRATED FERROELECTRICS, 2022, 228 (01) : 107 - 116
  • [4] A CNN-LSTM Model for Tailings Dam Risk Prediction
    Yang, Jun
    Qu, Jingbin
    Mi, Qiang
    Li, Qing
    [J]. IEEE ACCESS, 2020, 8 (08): : 206491 - 206502
  • [5] Projectile Trajectory Prediction Based on CNN-LSTM Model
    Zheng Z.
    Guan X.
    Fu J.
    Ma X.
    Yin S.
    [J]. Binggong Xuebao/Acta Armamentarii, 2023, 44 (10): : 2975 - 2983
  • [6] CNN-LSTM Coupled Model for Prediction of Waterworks Operation
    Cao, Kerang
    Kim, Hangyung
    Hwang, Chulhyun
    Jung, Hoekyung
    [J]. JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2018, 14 (06): : 1508 - 1520
  • [7] A CNN-LSTM Ship Motion Extreme Value Prediction Model
    Zhan K.
    Zhu R.
    [J]. Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2023, 57 (08): : 963 - 971
  • [8] Motion trajectory prediction based on a CNN-LSTM sequential model
    Guo Xie
    Anqi Shangguan
    Rong Fei
    Wenjiang Ji
    Weigang Ma
    Xinhong Hei
    [J]. Science China Information Sciences, 2020, 63
  • [9] Prediction of Passenger Flow Based on CNN-LSTM Hybrid Model
    Wang Yu
    Wang Zhifei
    Wang Hongye
    Zhnag Junfeng
    Feng Ruilong
    [J]. 2019 12TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID 2019), 2019, : 132 - 135
  • [10] CNN-LSTM model for solar radiation prediction: performance analysis
    Eslik, Ardan Hueseyin
    Sen, Ozan
    Serttas, Fatih
    [J]. JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2024, 39 (04): : 2155 - 2162