Skip to main content
Erschienen in: Water Resources Management 8/2019

04.06.2019

Time-Varying Discrete Hedging Rules for Drought Contingency Plan Considering Long-Range Dependency in Streamflow

verfasst von: Seung Beom Seo, Young-Oh Kim, Shin-Uk Kang

Erschienen in: Water Resources Management | Ausgabe 8/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This study proposed a simple and efficient method for developing time-varying discrete hedging rules. The novelty of the proposed methodology is that long-range streamflow traces are inserted into the sequent peak processes in order to reflect long-lasting drought events, which is rarely considered, during the development of the hedging rules. The developed rules were evaluated with three performance indices (risk, resiliency, and vulnerability) across a wide range of synthetic streamflow scenarios that represent changes in the annual mean streamflow and the long-range streamflow dependency. Boryung Dam, located in South Korea, was used as a case study. As a result, the developed hedging rules reflecting long-range streamflow traces led to enhanced reservoir operation performance results in terms of resiliency and vulnerability indices. The developed hedging rules outperformed the reference hedging rules, especially under dry conditions. When there was a strong long-range dependency in streamflow, the superiority of the developed hedging rules was found to be remarkable. Since the proposed methodology is relatively simple, it will be easy for dam operators to understand and implement discrete hedging rules at different sites.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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+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!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Bayazit M, Ünal NE (1990) Effects of hedging on reservoir performance. Water Resour Res 26(4):713–719CrossRef Bayazit M, Ünal NE (1990) Effects of hedging on reservoir performance. Water Resour Res 26(4):713–719CrossRef
Zurück zum Zitat Eum HI, Kim Y-O, Palmer RN (2010) Optimal drought management using sampling stochastic dynamic programming with a hedging rule. J Water Resour Plan Manag 137(1):113–122 Eum HI, Kim Y-O, Palmer RN (2010) Optimal drought management using sampling stochastic dynamic programming with a hedging rule. J Water Resour Plan Manag 137(1):113–122
Zurück zum Zitat Fraedrich K, Larnder C (1993) Scaling regimes of composite rainfall time series. Tellus A: Dynamic Meteorology and Oceanography 45(4):289–298CrossRef Fraedrich K, Larnder C (1993) Scaling regimes of composite rainfall time series. Tellus A: Dynamic Meteorology and Oceanography 45(4):289–298CrossRef
Zurück zum Zitat Heim RR Jr (2002) A review of twentieth-century drought indices used in the United States. Bull Am Meteorol Soc 83(8):1149–1165CrossRef Heim RR Jr (2002) A review of twentieth-century drought indices used in the United States. Bull Am Meteorol Soc 83(8):1149–1165CrossRef
Zurück zum Zitat Houck MH, Cohon JL, ReVelle CS (1980) Linear decision rule in reservoir design and management: 6. Incorporation of economic efficiency benefits and hydroelectric energy generation. Water Resour Res 16(1):196–200CrossRef Houck MH, Cohon JL, ReVelle CS (1980) Linear decision rule in reservoir design and management: 6. Incorporation of economic efficiency benefits and hydroelectric energy generation. Water Resour Res 16(1):196–200CrossRef
Zurück zum Zitat Hurst HE (1951) Long-term storage capacity of reservoirs. Trans Am Soc Civ Eng 116:770–808 Hurst HE (1951) Long-term storage capacity of reservoirs. Trans Am Soc Civ Eng 116:770–808
Zurück zum Zitat Klemeš V (1977) Value of information in reservoir optimization. Water Resour Res 13(5):837–850CrossRef Klemeš V (1977) Value of information in reservoir optimization. Water Resour Res 13(5):837–850CrossRef
Zurück zum Zitat Koutsoyiannis D (2003) Climate change, the Hurst phenomenon, and hydrological statistics. Hydrol Sci J 48(1):3–24CrossRef Koutsoyiannis D (2003) Climate change, the Hurst phenomenon, and hydrological statistics. Hydrol Sci J 48(1):3–24CrossRef
Zurück zum Zitat Lund JR (1996) Developing seasonal and long-term reservoir system operation plans using HEC-PRM (No. HEC-RD-40). Hydrologic Engineering Center, Davis Lund JR (1996) Developing seasonal and long-term reservoir system operation plans using HEC-PRM (No. HEC-RD-40). Hydrologic Engineering Center, Davis
Zurück zum Zitat Neelakantan TR, Pundarikanthan NV (1999) Hedging rule optimisation for water supply reservoirs system. Water Resour Manag 13(6):409–426CrossRef Neelakantan TR, Pundarikanthan NV (1999) Hedging rule optimisation for water supply reservoirs system. Water Resour Manag 13(6):409–426CrossRef
Zurück zum Zitat Neelakantan TR, Pundarikanthan NV (2000) Neural network-based simulation-optimization model for reservoir operation. J Water Resour Plan Manag 126(2):57–64CrossRef Neelakantan TR, Pundarikanthan NV (2000) Neural network-based simulation-optimization model for reservoir operation. J Water Resour Plan Manag 126(2):57–64CrossRef
Zurück zum Zitat Pelletier JD (1998) The power spectral density of atmospheric temperature from time scales of 10− 2 to 106 yr. Earth Planet Sci Lett 158(3–4):157–164CrossRef Pelletier JD (1998) The power spectral density of atmospheric temperature from time scales of 10− 2 to 106 yr. Earth Planet Sci Lett 158(3–4):157–164CrossRef
Zurück zum Zitat Pelletier JD, Turcotte DL (1997) Long-range persistence in climatological and hydrological time series: analysis, modeling and application to drought hazard assessment. J Hydrol 203(1–4):198–208CrossRef Pelletier JD, Turcotte DL (1997) Long-range persistence in climatological and hydrological time series: analysis, modeling and application to drought hazard assessment. J Hydrol 203(1–4):198–208CrossRef
Zurück zum Zitat Sandoval-Solis S, McKinney DC, Loucks DP (2010) Sustainability index for water resources planning and management. J Water Resour Plan Manag 137(5):381–390CrossRef Sandoval-Solis S, McKinney DC, Loucks DP (2010) Sustainability index for water resources planning and management. J Water Resour Plan Manag 137(5):381–390CrossRef
Zurück zum Zitat Seo SB, Mahinthakumar G, Sankarasubramanian A, Kumar M (2018a) Conjunctive management of surface water and groundwater resources under drought conditions using a fully coupled hydrological model. J Water Resour Plan Manag 144(9):04018060CrossRef Seo SB, Mahinthakumar G, Sankarasubramanian A, Kumar M (2018a) Conjunctive management of surface water and groundwater resources under drought conditions using a fully coupled hydrological model. J Water Resour Plan Manag 144(9):04018060CrossRef
Zurück zum Zitat Seo SB, Mahinthakumar G, Sankarasubramanian A, Kumar M (2018b) Assessing the restoration time of surface water and groundwater systems under groundwater pumping. Stoch Env Res Risk A 32(9):2741–2759CrossRef Seo SB, Mahinthakumar G, Sankarasubramanian A, Kumar M (2018b) Assessing the restoration time of surface water and groundwater systems under groundwater pumping. Stoch Env Res Risk A 32(9):2741–2759CrossRef
Zurück zum Zitat Shih JS, ReVelle C (1995) Water supply operations during drought: a discrete hedging rule. Eur J Oper Res 82(1):163–175CrossRef Shih JS, ReVelle C (1995) Water supply operations during drought: a discrete hedging rule. Eur J Oper Res 82(1):163–175CrossRef
Zurück zum Zitat Srinivasan K, Philipose MC (1998) Effect of hedging on over-year reservoir performance. Water Resour Manag 12(2):95–120CrossRef Srinivasan K, Philipose MC (1998) Effect of hedging on over-year reservoir performance. Water Resour Manag 12(2):95–120CrossRef
Zurück zum Zitat Stephenson DB, Pavan V, Bojariu R (2000) Is the North Atlantic oscillation a random walk? Int J Climatol 20(1):1–18CrossRef Stephenson DB, Pavan V, Bojariu R (2000) Is the North Atlantic oscillation a random walk? Int J Climatol 20(1):1–18CrossRef
Zurück zum Zitat Thomas HA Jr, Burden RP (1963) Operations research in water quality management. Harvard University Press, Cambridge Thomas HA Jr, Burden RP (1963) Operations research in water quality management. Harvard University Press, Cambridge
Zurück zum Zitat Tu MY, Hsu NS, Yeh WWG (2003) Optimization of reservoir management and operation with hedging rules. J Water Resour Plan Manag 129(2):86–97CrossRef Tu MY, Hsu NS, Yeh WWG (2003) Optimization of reservoir management and operation with hedging rules. J Water Resour Plan Manag 129(2):86–97CrossRef
Metadaten
Titel
Time-Varying Discrete Hedging Rules for Drought Contingency Plan Considering Long-Range Dependency in Streamflow
verfasst von
Seung Beom Seo
Young-Oh Kim
Shin-Uk Kang
Publikationsdatum
04.06.2019
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 8/2019
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-019-02244-5

Weitere Artikel der Ausgabe 8/2019

Water Resources Management 8/2019 Zur Ausgabe