Skip to main content
Top
Published in: Cluster Computing 3/2019

02-03-2018

Study on flood control risk of flood control engineering system based on the clustering of measured data

Authors: Rong-yong Ma, Yi Du, Kai Li

Published in: Cluster Computing | Special Issue 3/2019

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In this paper, the flood control system of Nanning is taken as the research object. Select calculating the flood control risk rate of reservoir combining with dikes of the urban flood control engineering system as the starting point; According to measured flood sequence, use the SAR(1) model to simulate the flooding; Comprehensively consider the hydrological uncertainty composed of reservoir flood and flood area, the cognitive uncertainty of the flood forecasting error and impact of the uncertainty of the operational management of the cascade reservoir when dispatching delays. The results show that the scientific forecasting and decision-making can reduce the impact of uncertainty factors and improve the flood control capacity of the flood control engineering system of Nanning, and combined dispatching of two reservoirs of Baise and Laokou can meet designed requirements of flood control safety of Nanning when once-in-two centuries flood occurs. With the increase of the flood, the flood risk correspondingly increases, but the risk rate is not large in a certain range. In paper, random combinations of reservoir and interval frequency flood and simulated flood is used to calculate the risk ratio of flood control system to establish a rapid and effective risk calculation method of urban flood control engineering system and the relationship between flood frequency and risk rate, which provides references for flood control system to combine with operation decision of flood control.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Luo, Q., Zhou, Y., Yang, N., et al.: Risk analysis for flood dispatching based on SAR model and Monte Carlo method. Yangtze River 42(1), 4–8 (2011) Luo, Q., Zhou, Y., Yang, N., et al.: Risk analysis for flood dispatching based on SAR model and Monte Carlo method. Yangtze River 42(1), 4–8 (2011)
2.
go back to reference Wanwan, L.V., Shengping, G.U., Lei, H.E., et al.: Calculation and sensitivity analysis of risk probability of earth-rock dam overtopping caused by floods based on Monte-Carlo method. J. Yangtze River Sci. Res. Inst 32(5), 48–52 (2015) Wanwan, L.V., Shengping, G.U., Lei, H.E., et al.: Calculation and sensitivity analysis of risk probability of earth-rock dam overtopping caused by floods based on Monte-Carlo method. J. Yangtze River Sci. Res. Inst 32(5), 48–52 (2015)
3.
go back to reference Bao, Z., Liu, J., Zhang, J.: Study on stochastic simulation annual maximum peak discharge of P-III distribution based on the Quasi-Monte Carlo method. J. China Hydrol. 29(6), 33–36 (2009) Bao, Z., Liu, J., Zhang, J.: Study on stochastic simulation annual maximum peak discharge of P-III distribution based on the Quasi-Monte Carlo method. J. China Hydrol. 29(6), 33–36 (2009)
4.
go back to reference Xiao, Y., Guo, S., Xiong, L., et al.: A new random simulation method for constructing synthetic flood hydrographs. J. Sichuan Univ. Eng. Sci. Ed. 39(2), 55–60 (2007) Xiao, Y., Guo, S., Xiong, L., et al.: A new random simulation method for constructing synthetic flood hydrographs. J. Sichuan Univ. Eng. Sci. Ed. 39(2), 55–60 (2007)
5.
go back to reference Zhang, T., Zhao, C., Luo, W.: Random simulation of flood hydrographs based on Copula function. Eng. J. Wuhan Univ. 41(4), 1–4 (2008) Zhang, T., Zhao, C., Luo, W.: Random simulation of flood hydrographs based on Copula function. Eng. J. Wuhan Univ. 41(4), 1–4 (2008)
6.
go back to reference Wang, W., Jin, J., Li, Y., et al.: Hydrological Water Resources Stochastic Simulation Technology. Sichuan University Press, Chengdu (2007) Wang, W., Jin, J., Li, Y., et al.: Hydrological Water Resources Stochastic Simulation Technology. Sichuan University Press, Chengdu (2007)
7.
go back to reference Zhou, Y., Guo, S., Li, T., et al.: Copula-SAR model and its application for stochastic simulation of regional flood composition. Eng. J. Wuhan Univ. 46(2), 137–142 (2013) Zhou, Y., Guo, S., Li, T., et al.: Copula-SAR model and its application for stochastic simulation of regional flood composition. Eng. J. Wuhan Univ. 46(2), 137–142 (2013)
8.
go back to reference Jiang, S.: Application of stochastic differential equations in risk analysis for flood relief. J. Hydraul. Eng. 3, 1–9 (1994) Jiang, S.: Application of stochastic differential equations in risk analysis for flood relief. J. Hydraul. Eng. 3, 1–9 (1994)
9.
go back to reference Jin, M.: Hydraulic uncertainties and their effects on risk analysis of leeve or spillway systems. J. Hohai Univ. 19(1), 40–45 (1991)MathSciNet Jin, M.: Hydraulic uncertainties and their effects on risk analysis of leeve or spillway systems. J. Hohai Univ. 19(1), 40–45 (1991)MathSciNet
10.
go back to reference Zhong, P., Zeng, J.: Research on risk analysis of reservoir real-time flood control operation. Water Power 34(2), 8–9 (2008) Zhong, P., Zeng, J.: Research on risk analysis of reservoir real-time flood control operation. Water Power 34(2), 8–9 (2008)
11.
go back to reference Ding, D., Wu, Z., He, S., et al.: Risk analysis on reservoir flood control operation based on selection of flood control level. Water Resour. Hydropower Eng. 36(3), 58–61 (2005) Ding, D., Wu, Z., He, S., et al.: Risk analysis on reservoir flood control operation based on selection of flood control level. Water Resour. Hydropower Eng. 36(3), 58–61 (2005)
12.
go back to reference Yan, B., Guo, S., Guo, J., et al.: Regional design flood composition based on Copula function. J. Hydroelectr. Eng. 29(6), 60–65 (2010) Yan, B., Guo, S., Guo, J., et al.: Regional design flood composition based on Copula function. J. Hydroelectr. Eng. 29(6), 60–65 (2010)
13.
go back to reference Mo, C., Dong, Z.: Application of interval analysis to evaluating overtopping risk. Water Power 33(6), 16–18 (2007) Mo, C., Dong, Z.: Application of interval analysis to evaluating overtopping risk. Water Power 33(6), 16–18 (2007)
14.
go back to reference Yeh, W.W.-G.: Reservoir management and operation models: a state-of-the-art review. Water Resour. Res. 12, 1797–1818 (1985)CrossRef Yeh, W.W.-G.: Reservoir management and operation models: a state-of-the-art review. Water Resour. Res. 12, 1797–1818 (1985)CrossRef
15.
go back to reference Simonovic, Slobodan P., Venema, Henry D., et al.: Risk based parameter selection for short-term reservoir operation. J. Hydrol. 131, 269–2911 (1992)CrossRef Simonovic, Slobodan P., Venema, Henry D., et al.: Risk based parameter selection for short-term reservoir operation. J. Hydrol. 131, 269–2911 (1992)CrossRef
16.
go back to reference Mo, C., Dong, Z., Ma, R., et al.: Optimal flood dispatch and benefit analysis of Chengbihe reservoir in Guangxi. China Rural Water Hydropower 8, 81–83 (2007) Mo, C., Dong, Z., Ma, R., et al.: Optimal flood dispatch and benefit analysis of Chengbihe reservoir in Guangxi. China Rural Water Hydropower 8, 81–83 (2007)
17.
go back to reference Salmon, G.M., Hartford, D.N.D.: Risk analysis for dam safety. Int. Water Power Dam Constr 5, 42–47 (1995) Salmon, G.M., Hartford, D.N.D.: Risk analysis for dam safety. Int. Water Power Dam Constr 5, 42–47 (1995)
18.
go back to reference Zhangjun, L.I.U., Shenglian, G.U.O., Yao, H.U., et al.: Flood probability distribution estimation under the influence of upstream reservoir regulation based on Monte Carlo method. J. Hydroelectr. Eng. 41(8), 17–22 (2015) Zhangjun, L.I.U., Shenglian, G.U.O., Yao, H.U., et al.: Flood probability distribution estimation under the influence of upstream reservoir regulation based on Monte Carlo method. J. Hydroelectr. Eng. 41(8), 17–22 (2015)
19.
go back to reference Wu, Z., Hu, C., Wang, B., et al.: Risk analysis on limited water level of reservoirs in flood season and flood control system in midstream and downstream of Yellow River. J. Hydraul. Eng. 37(6), 641–648 (2006) Wu, Z., Hu, C., Wang, B., et al.: Risk analysis on limited water level of reservoirs in flood season and flood control system in midstream and downstream of Yellow River. J. Hydraul. Eng. 37(6), 641–648 (2006)
20.
go back to reference Wang, W., Yuan, P., Ding, J.: Wavelet analysis and its application to stochastic simulation of daily flow. J. Hydraul. Eng. 31(11), 43–48 (2000) Wang, W., Yuan, P., Ding, J.: Wavelet analysis and its application to stochastic simulation of daily flow. J. Hydraul. Eng. 31(11), 43–48 (2000)
21.
go back to reference Yuan, P., Wang, W., Ding, J.: Nonparametric perturbing nearest neighbor bootstrapping model for simulation of flood time series. J. Sichuan Univ. Eng. Sci. Ed. 32(1), 82–86 (2000) Yuan, P., Wang, W., Ding, J.: Nonparametric perturbing nearest neighbor bootstrapping model for simulation of flood time series. J. Sichuan Univ. Eng. Sci. Ed. 32(1), 82–86 (2000)
22.
go back to reference Ding, J., Deng, Y., Hou, Y., et al.: The study on applicability of “design flood hydrograph” for the design of reservoirs safety withstanding flood. Adv. Water Sci. 3(1), 45–52 (1992) Ding, J., Deng, Y., Hou, Y., et al.: The study on applicability of “design flood hydrograph” for the design of reservoirs safety withstanding flood. Adv. Water Sci. 3(1), 45–52 (1992)
23.
go back to reference Wang, X., Zhang, X., Lai, G.: Over-standard integrated risk analysis of flood control system. J. Hydraul. Eng. 2, 83–87 (2004) Wang, X., Zhang, X., Lai, G.: Over-standard integrated risk analysis of flood control system. J. Hydraul. Eng. 2, 83–87 (2004)
24.
go back to reference Xu, Z.X., Li, J.Y., Ito, K.: Clustering stochastic point process model for flood risk analysis. Stoch. Hydrol. Hydraul. 12(1), 53–64 (1998)MATHCrossRef Xu, Z.X., Li, J.Y., Ito, K.: Clustering stochastic point process model for flood risk analysis. Stoch. Hydrol. Hydraul. 12(1), 53–64 (1998)MATHCrossRef
25.
go back to reference Yen, B.: Risks in hydrologic design of engineering projects. J. Hydraul. Div. ASCE 96(HY4), 959–966 (1970) Yen, B.: Risks in hydrologic design of engineering projects. J. Hydraul. Div. ASCE 96(HY4), 959–966 (1970)
26.
go back to reference Xiao, Y., Guo, S., Xiong, L., et al.: Research review on acceptable risk level for dam safety assessment. J. Saf. Environ. 5(3), 90–94 (2005) Xiao, Y., Guo, S., Xiong, L., et al.: Research review on acceptable risk level for dam safety assessment. J. Saf. Environ. 5(3), 90–94 (2005)
27.
go back to reference Mei, Y., Tan, G.: Risk criteria for assessment of dam hydrological safety. Int. J. Hydroelectr. Energy 20(4), 8–10 (2002) Mei, Y., Tan, G.: Risk criteria for assessment of dam hydrological safety. Int. J. Hydroelectr. Energy 20(4), 8–10 (2002)
28.
go back to reference Duckstein, L., Bogardi, I.: Application of reliability theory to hydraulic engineering design. Stoch. Hydrol. Hydraul. 12(1), 53–64 (1998)CrossRef Duckstein, L., Bogardi, I.: Application of reliability theory to hydraulic engineering design. Stoch. Hydrol. Hydraul. 12(1), 53–64 (1998)CrossRef
29.
go back to reference Tung, Y.K., Mays, L.: Risk analysis for hydraulic design. J. Hydraul. Div. Proc. ASCE 106(HY5), 893 (1980) Tung, Y.K., Mays, L.: Risk analysis for hydraulic design. J. Hydraul. Div. Proc. ASCE 106(HY5), 893 (1980)
30.
go back to reference Humberto, M.M.: Flood safety analysis. Int. Water Power Dam Constr. 5, 21–24 (1996) Humberto, M.M.: Flood safety analysis. Int. Water Power Dam Constr. 5, 21–24 (1996)
31.
go back to reference Zhou, H., Dong, S., Deng, C., et al.: Risk analysis on flood control operation of reservoir based on stochastic hydrological process. J. Hydraul. Eng. 37(2), 227–232 (2006) Zhou, H., Dong, S., Deng, C., et al.: Risk analysis on flood control operation of reservoir based on stochastic hydrological process. J. Hydraul. Eng. 37(2), 227–232 (2006)
Metadata
Title
Study on flood control risk of flood control engineering system based on the clustering of measured data
Authors
Rong-yong Ma
Yi Du
Kai Li
Publication date
02-03-2018
Publisher
Springer US
Published in
Cluster Computing / Issue Special Issue 3/2019
Print ISSN: 1386-7857
Electronic ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-018-2315-8

Other articles of this Special Issue 3/2019

Cluster Computing 3/2019 Go to the issue

Premium Partner