Modeling of solar cells based on band gaps and studies of intelligent prediction technology

被引：0
|
作者：
机构：
[1] Yi, Lingzhi
[2] Liu, Shan
[3] Deng, Dong
[4] Yao, Zhezhi
[5] Zhou, Zhenzhen
[6] Gong, Huiru
来源：
Yi, L. (ylzwhy@sohu.com) | 1856年 / Science Press卷 / 33期
关键词：
Forecasting - Functions - Genetic algorithms - Solar energy - Energy gap - Radial basis function networks;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Based on construction of radial basis function network, by studying relationship between materials band gaps and parameters of solar cells, a new solar general simulation model was offered, which can automatically adjust the parameters and simulate different solar cells. By the optimization of genetic algorithm, the prediction technology was used in photovoltaic power generation system to solve the problem of the lagging battery control, and the stability of photovoltaic power generation system has been improved.
引用
收藏
相关论文
共 50 条
  • [1] Prediction of Solar Energy Based on Intelligent ANN Modeling
    Kumar, N.
    Sharma, S. P.
    Sinha, U. K.
    Nayak, Y.
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2016, 6 (01): : 183 - 188
  • [2] Optimal Band Gaps for Non-Ideal Intermediate Band Solar Cells
    Wilkins, Matthew M.
    Krich, Jacob J.
    2020 47TH IEEE PHOTOVOLTAIC SPECIALISTS CONFERENCE (PVSC), 2020, : 1617 - 1620
  • [3] Numerical modeling of intermediate band solar cells
    Tobias, I.
    Luque, A.
    Marti, A.
    SEMICONDUCTOR SCIENCE AND TECHNOLOGY, 2011, 26 (01)
  • [4] Research of Prediction and Modeling about Solar Cells based on Neural Network
    Deng Dong
    Yi Lingzhi
    Zhou Zhenzhen
    Peng Haicheng
    2011 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2011,
  • [5] Studies on hierarchical modeling of solar cells manufacturing system based on simulation
    Zhu, Wen-hua
    Du, Su-fen
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2007, : 1047 - 1052
  • [6] Theoretical Efficiency of Intermediate Band Solar Cells with Overlapping Absorption Coefficients for Various Combinations of Band Gaps
    Strandberg, Rune
    2012 38TH IEEE PHOTOVOLTAIC SPECIALISTS CONFERENCE (PVSC), 2012,
  • [7] Building information modeling based on intelligent parametric technology
    Zeng X.
    Tan J.
    Frontiers of Architecture and Civil Engineering in China, 2007, 1 (3): : 367 - 370
  • [8] Intelligent Acquisition Modeling Based on Intelligent Information Push-Pull Technology
    Wang Hong-Bo
    Zeng Guang-Ping
    Tu Xu-Yan
    ADVANCED TECHNOLOGY IN TEACHING - PROCEEDINGS OF THE 2009 3RD INTERNATIONAL CONFERENCE ON TEACHING AND COMPUTATIONAL SCIENCE (WTCS 2009), VOL 1: INTELLIGENT UBIQUITIOUS COMPUTING AND EDUCATION, 2012, 116 : 169 - 177
  • [9] Solar Energy Prediction Based on Intelligent Predictive Controller Algorithm
    Savarimuthu, Linnet Jaya
    Victor, Kirubakaran
    Davaraj, Preethi
    Pushpanathan, Ganeshan
    Kandasamy, Raja
    Pushpanathan, Ramshankar
    Vinayagam, Mohanavel
    Barathy, Sachuthananthan
    Sivakumar, Vivek
    PERTANIKA JOURNAL OF SCIENCE AND TECHNOLOGY, 2024, 32 : 69 - 92
  • [10] Modeling intermediate band solar cells: a roadmap to high efficiency
    Krich, Jacob J.
    Trojnar, Anna H.
    Feng, Liang
    Hinzer, Karin
    Walker, Alexandre W.
    PHYSICS, SIMULATION, AND PHOTONIC ENGINEERING OF PHOTOVOLTAIC DEVICES III, 2014, 8981
12345