Fractional-order long short-term memory network for forecasting of solar irradiance

被引:0
|
作者
Ramadevi, Bhukya [1 ]
Zafirah, Nur Dhaifina [2 ]
Bingi, Kishore [2 ]
Omar, Madiah [3 ]
Rajanarayan Prusty, B. [4 ]
机构
[1] School of Electrical Engineering, Vellore Institute of Technology, Vellore,632014, India
[2] Department of Electrical and Electronics Engineering, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia
[3] Department of Chemical Engineering, Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia
[4] Department of Electrical, Electronics and Communication Engineering, School of Engineering, Galgotias University, Greater Noida, India
来源
Engineering Research Express | 2024年 / 6卷 / 04期
关键词
D O I
10.1088/2631-8695/ad979e
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Forecasting Hourly Solar Irradiance Using Long Short-Term Memory (LSTM) Network
    Obiora, Chibuzor N.
    Ali, Ahmed
    Hasan, Ali N.
    [J]. 2020 11TH INTERNATIONAL RENEWABLE ENERGY CONGRESS (IREC), 2020,
  • [2] COMPARATIVE STUDY OF CONVOLUTIONAL NEURAL NETWORK AND LONG SHORT-TERM MEMORY NETWORK FOR SOLAR IRRADIANCE FORECASTING
    Behera, Sasmita
    Bhoi, Sapnil S.
    Mishra, Asutosh
    Nayak, Silon S.
    Panda, Subrat K.
    Patnaik, Soumik S.
    [J]. JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2022, 17 (03): : 1845 - 1856
  • [3] Effective Implementation of Convolutional Long Short-Term Memory (ConvLSTM) Network in Forecasting Solar Irradiance
    Obiora, Chibuzor N.
    Ali, Ahmed
    [J]. IECON 2021 - 47TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2021,
  • [4] Short-term solar irradiance forecasting based on a novel Bayesian optimized deep Long Short-Term Memory neural network
    Michael, Neethu Elizabeth
    Hasan, Shazia
    Al-Durra, Ahmed
    Mishra, Manohar
    [J]. APPLIED ENERGY, 2022, 324
  • [5] Combined Long Short-Term Memory Network-Based Short-Term Prediction of Solar Irradiance
    Madhiarasan, Manoharan
    Louzazni, Mohamed
    [J]. International Journal of Photoenergy, 2022, 2022
  • [6] Combined Long Short-Term Memory Network-Based Short-Term Prediction of Solar Irradiance
    Madhiarasan, Manoharan
    Louzazni, Mohamed
    [J]. INTERNATIONAL JOURNAL OF PHOTOENERGY, 2022, 2022
  • [7] Short-term forecasting of solar irradiance
    Paulescu, Marius
    Paulescu, Eugenia
    [J]. RENEWABLE ENERGY, 2019, 143 : 985 - 994
  • [8] Designing a long short-term network for short-term forecasting of global horizontal irradiance
    Malakar, Sourav
    Goswami, Saptarsi
    Ganguli, Bhaswati
    Chakrabarti, Amlan
    Sen Roy, Sugata
    Boopathi, K.
    Rangaraj, A. G.
    [J]. SN APPLIED SCIENCES, 2021, 3 (04)
  • [9] Designing a long short-term network for short-term forecasting of global horizontal irradiance
    Sourav Malakar
    Saptarsi Goswami
    Bhaswati Ganguli
    Amlan Chakrabarti
    Sugata Sen Roy
    K. Boopathi
    A. G. Rangaraj
    [J]. SN Applied Sciences, 2021, 3
  • [10] A solar irradiance forecasting model using iterative filtering and bidirectional long short-term memory
    Singla, Pardeep
    Saroha, Sumit
    Duhan, Manoj
    Shekher, Vineet
    Singh, Kalyan
    [J]. ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2024, 46 (01) : 8202 - 8222