Analysis and Prediction of Ice Characteristics in Upstream of Wajiazhai Dam on Yellow River

ZHANG Lu; ZHANG Sheng; LI Chao; XIONG Yunfu

doi:10.13961/j.cnki.stbctb.2017.01.035

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Analysis and Prediction of Ice Characteristics in Upstream of Wajiazhai Dam on Yellow River

- Analysis and Prediction of Ice Characteristics in Upstream of Wajiazhai Dam on Yellow River
- Bulletin of Soiland Water Conservation Vol. 37, Issue 1, Pages: 196-200(2017)
- 作者机构：
  
  1. 内蒙古农业大学水利与土木建筑工程学院,内蒙古,呼和浩特市,010018
  2. 黄河万家寨水利枢纽有限公司,山西,太原,036412
- 作者简介：
- 基金信息：
- DOI：10.13961/j.cnki.stbctb.2017.01.035
  CLC：
- Published：2017
- 稿件说明：
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ZHANG Lu, ZHANG Sheng, LI Chao, et al. Analysis and Prediction of Ice Characteristics in Upstream of Wajiazhai Dam on Yellow River[J]. Bulletin of Soiland Water Conservation, 2017, 37(1): 196-200.
DOI：

ZHANG Lu, ZHANG Sheng, LI Chao, et al. Analysis and Prediction of Ice Characteristics in Upstream of Wajiazhai Dam on Yellow River[J]. Bulletin of Soiland Water Conservation, 2017, 37(1): 196-200. DOI： 10.13961/j.cnki.stbctb.2017.01.035.

摘要

[目的] 研究黄河万家寨水库上游至托克托县喇嘛湾河段冰情特征及预报方法，为防凌实践提供重要依据。[方法] 通过对1998—2015年度冰情分析，研究了该河段的封、开河过程及二者之间的联系，以野外观测为基础，分别对封、开河时间历时与气温、流量、冰厚、封河天数进行了相关性分析，选取了与封、开河时间相关性系数较高的影响因子，利用BP神经网络模型对万家寨上游河段的封河历时、开河历时、开河日期进行了预报。[结果] 通过与实际观测日期对比，该预报方法合格率达到93%。[结论] 神经网络模型对于黄河万家寨水库上游段封河历时、开河历时、开河日期预报的适用性较强，更适合解决受复杂因素影响的问题。

Abstract

[Objective] The objective of this paper is to explore the characteristics and forecasting methods of ice regime of upper reach of Wanjiazhai dam and Lamawan reach in Togtoh County after Wanjiazhai reservoir

and provide a basis for ice prevention and scheduling. [Methods] The processes of freezing-up and thawing of the river reach were analyzed based on the field observations from 1998 to 2015

including the dates and durations of both freezing-up and thawing and their relationships to the affecting factors like air temperature

flow rate

ice thickness

and number of days of frozen. The significant correlation coefficients were selected and BP neural network model was applied to predict the durations of the freezing-up

durations of thawing

and dates of thawing of the upstream reach respectively. [Results] The accuracy of the predicting results were up to 93% compared with the observed date. [Conclusion] Neural network model is suitable for forecasting freezing-up duration

breaking-up duration and breaking-date in upper reach of Wanjiazhai dam

and is more suitable for solving the problem of ice regime influenced by complex factors.

关键词

Keywords

references

Shen Hungtao, Yapa P D. A unified degree-day method for river ice cover thickness simulation[J]. Canadian Journal of Civil Engineering, 1985,12(1):54-62.

Foltyn E P, Shen H T. St. Lawrence River freeze-up forecast[J]. Journal of Waterway, Port, Coastal, and Ocean Engineering, 1986,112(4):467-481.

Shen Hungtao, Shen H, Tsai S M. Dynamic transport of river ice[J]. Journal of Hydraulic Research, 1990,28(6): 659-671.

Shen Hungtao. Under cover transport and accumulation of frazil granules[J]. Journal of Hydraulic Engineering,1995,121(2):184-195.

冀鸿兰,朝伦巴根,陈守煜.基于遗传算法的模糊优选BP网络的冰凌预报模型[J].中国农村水利水电,2009(1):5-7.

陈守煜,冀鸿兰.冰凌预报模糊优选神经网络BP方法[J].水利学报,2004(6):114-118.

冀鸿兰,张傲妲,高瑞忠,等.黄河内蒙古段开河日期预报模型及应用[J].水利水电科技进展,2012,32(2):42-45.

李凤玲,高瑞忠,冯国华,等.两种改进的BP模型预报黄河内蒙段冰情信息及效果分析[J].中国农村水利水电,2011(7):69-72.

冀鸿兰,朝伦巴根,陈守煜.模糊优选神经网络BP模型在黄河内蒙段封开河预报中的应用[J].水利水电科技进展,2008,28(3):70-72.

郑春茂,裴群,闫新光,等.万家寨水库运用对上下游河段防凌的影响[J].人民黄河,2002,24(3):34-35.

可素娟,钱云平,郝守英,等.万家寨水库凌情特点及初始封河期调度方案研究[J].冰川冻土,2002,24(2):209-213.

顾润源,周伟灿,白美兰,等.气候变化对黄河内蒙古段凌汛期的影响[J].中国沙漠,2012,32(6):1751-1756.

丁永建,叶佰生,刘时银.祁连山中部地区40 a来气候变化及其对径流的影响[J].冰川冻土,2002,22(3):193-199.

王根绪,沈永平,程国栋.黄河河源区生态环境变化与成因分析[J].冰川冻土,2000,22(3):200-205.

吴昌友.神经网络的研究及应用[D].哈尔滨:东北林业大学,2007:22-34.

宋玉强.人工神经网络在时间序列预测中的应用研究[D].西安:西安建筑科技大学,2005:14-27.

金龙.神经网络气象预报建模理论方法与应用[M].北京:气象出版社,2004：75-80.

姚惠明,秦福兴,沈国昌,等.黄河宁蒙河段凌情特性研究[J].水科学进展,2007,18(6):893-899.

马喜祥,熊运阜,徐伟.万家寨水库冰情浅议[J].泥沙研究,2003(4):66-72.

水利部水利信息中心.水文情报预报规范(GB/T22482-2008)[S].北京:中国水利水电出版社,2008.

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