Daily solar radiation prediction based on Genetic Algorithm Optimization of wavelet neural network

2011 International Conference on Electrical and Control Engineering, ICECE 2011 - Proceedings

Volumn , Issue , 2011, Pages 602-605

  Wang, Jianping ^a   Xie, Yunlin ^a   Zhu, Chenghui ^a   Xu, Xiaobing ^a  

^a HEFEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

daily solar radiation prediction; genetic algorithm optimization; wavelet neural network

Indexed keywords

CLEARNESS INDICES; DIFFERENT FREQUENCY; GENETIC ALGORITHM OPTIMIZATION; GENETIC-ALGORITHM OPTIMIZATIONS; GRADIENT DESCENT METHOD; INPUT WEIGHTS; MULTISCALES; NONLINEAR PROCESS; NONSTATIONARY PROCESS; QUASI-STATIONARY; RADIATION PREDICTION; SCALE FACTOR; SIMULATION RESULT; TRANSLATION FACTORS; WAVELET NEURAL NETWORK; WAVELET NEURAL NETWORKS;

FORECASTING; GENETIC ALGORITHMS; OPTIMIZATION; SCALES (WEIGHING INSTRUMENTS); SOLAR RADIATION; SUN; WAVELET TRANSFORMS;

NEURAL NETWORKS;

EID: 80955125559     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICECENG.2011.6057583     Document Type: Conference Paper

References (10)

1. Shuanghua Cao, Jiazong Cao. Study of Chaos Optimization Neural Networks for the Forecast of Hourly Total Solar Irradiation[J]. ACTA ENERGIAE SOLARIS SINICA.2006:pp.164-169(In Chinese).
2. A. Moreno-Muñoz, J. J. G. de la Rosa, R. Posadillo and V. Pallarés. Short term forecasting of solar radiation [J]. IEEE, 2008: pp.1537-2541.
3. A.Mellit, A.Hadj Arab, N.Khorissi, H.Salhi.An ANFIS-based Forecasting for Solar Radiation Data from Sunshine Duration and Ambient Temperature [J].Power Engineering Society General Meeting, IEEE, 2007: pp.1-6.
4. A.Mellit, M.Benghanem, M.Bendekhis. Artificial Neural Network Model for Prediction Solar Radiation Data: Application for Sizing Stand-alone Photovoltaic Power System [J].Power Engineering Society General Meeting, IEEE, 2005: pp. 40-44.
5. Shuanghua Cao. Total Daily Solar Irradiance Prediction using Recurrent Neural Networks with Determinants [J]. Academic discipline project of shanghai municipal education commission, China (Project No. J50502), IEEE, 2010:pp.1-4(In Chinese).
6. CHEN Guiyou, LUO Donghua, Han Zhaoyou.Study of the recognition of tyre number based on wavelet neural network algorithm[J].Systems Engineering and Electronics,Vol.30,No.4,Apr.2008:pp.752-754(In Chinese).
7. Yu Jin, Guangju Chen, Hong Liu. Fault diagnosis of analog circuit based on wavelet neural network [J].Chinese Journal of Scientific Instrument, Vol. 28, No.9, Sep. 2007:pp.1600-1604(In Chinese).
8. Xinhui Hu, Li Chen. Research and application of wavelet neural network based on genetic algorithm [J].Journal of Northwest University, Apr., 2009, Vol. 39, No2: pp.203-207(In Chinese).
9. Yongsheng Wang, Jie Wang, Zehui Li, Hongda Fan. Forecasting chaotic time series based on improved genetic WNN [J]. Computer Applications, Vol.28, No.9, Sep. 2008: pp. 2363-2365(In Chinese).
10. DONG Fugui, ZHANG Shiying, TAN Zhongfu, ZHANGWenquan. Application for Electricity Price Forecasting Using Improved Wavelet Neural Networks Based on GA[J]. Computer Engineering, Vol.31, No.4, 2005:pp.32-34 (In Chinese).