Wavelet neural network in the design and application of hydrological forecast

被引：0

作者：

Hu Fengqi ^{[1
]}

Sun Lijuan ^{[2
]}

机构：

[1] Hydrol & Water Resources Survey Bur Kaifeng Henan, Kaifeng 475000, Henan, Peoples R China

[2] Kaifeng Vocat Coll Culture & Arts, Kaifeng 475000, Henan, Peoples R China

来源：

2015 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA AND SMART CITY (ICITBS) | 2016年

关键词：

Wavelet neural network; Mann-Kendall; Hydrological forecast;

D O I：

10.1109/ICITBS.2015.254

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

With the continuous development of national economy, water resources has become more and more an important part of social and economic development, the research of water resources related issues has vital practical significance. Combining the theory of wavelet and neural network to their advantages, based on the theory of wavelet neural network prediction model is established, using the nonlinear simulation ability of the wavelet neural network reservoir prediction research of annual runoff, good simulation and prediction results have been achieved.

引用

页码：1004 / 1006

页数：3

共 50 条

[1] Design and application of the wavelet neural network
Tian, JY
Yun, SF
[J]. ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 1474 - 1477
[2] Biased wavelet neural network and its application to streamflow forecast
Liu, Fang
Zhou, Jian-Zhong
Qiu, Fang-Peng
Yang, Jun-Jie
[J]. ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, 2006, 3971 : 880 - 888
[3] Application of Wavelet Analysis and NARX Neural Network in the Forecast of Soil Moisture
Bai, Dong-mei
Guo, Zhong-sheng
Guo, Man-cai
[J]. INTERNATIONAL CONFERENCE ON ADVANCES IN MANAGEMENT SCIENCE AND ENGINEERING (AMSE 2015), 2015, : 145 - 149
[4] Neural network models to forecast hydrological risk
Cannas, B
Fanni, A
Pintus, M
Sechi, GM
[J]. PROCEEDING OF THE 2002 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-3, 2002, : 423 - 426
[5] Design and application of a fuzzy neural network forecast controller
Yang, LJ
Zhong, JQ
[J]. ICEMI 2005: Conference Proceedings of the Seventh International Conference on Electronic Measurement & Instruments, Vol 4, 2005, : 634 - 638
[6] Potential application of wavelet neural network ensemble to forecast streamflow for flood management
Kasiviswanathan, K. S.
He, Jianxun
Sudheer, K. P.
Tay, Joo-Hwa
[J]. JOURNAL OF HYDROLOGY, 2016, 536 : 161 - 173
[7] The application of Wavelet Neural Networks on Rainfall Forecast
Xiao, Weiwei
Luan, Weijun
[J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 3370 - 3373
[8] Artificial Neural Network and Wavelet Analysis Application in Speed Forecast of Beijing Urban Freeway
Xu Ting
Sun Xiaoduan
Wu Yan
He Yulong
Xie Changrong
[J]. 2009 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1 AND 2, 2009, : 1004 - 1008
[9] Wavelet neural network and application
Wang, HB
Chen, HM
Zhang, LY
Wang, JG
[J]. ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 1482 - 1485
[10] Electricity Consumption Forecast Based on Wavelet Neural Network
Li, Gu-xiong
[J]. 2016 INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI 2016), 2016, : 361 - 364

← 1 2 3 4 5 →