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Application of Rainwater Harvesting System Reliability Model Based on Non-parametric Stochastic Daily Rainfall Generator to Haundae District of Busan

비모수적 추계학적 일 강우 발생기 기반의 빗물이용시설 신뢰도 평가모형의 부산광역시 해운대 신시가지 적용

  • Choi, ChiHyun (Department of Environmental Engineering, PuKyong National University) ;
  • Park, MooJong (Department of Civil Engineering, Hanseo University) ;
  • Baek, ChunWoo (School of Envir. Systems Eng. & Centre for Ecohydrogy, Univ. of Western Australia) ;
  • Kim, SangDan (Department of Environmental Engineering, PuKyong National University)
  • 최치현 (부경대학교 환경공학과) ;
  • 박무종 (한서대학교 토목공학과) ;
  • 백천우 (서호주대학교 환경시스템공학과 & 생태수문학 센터) ;
  • 김상단 (부경대학교 환경공학과)
  • Received : 2011.05.18
  • Accepted : 2011.08.09
  • Published : 2011.09.30

Abstract

A newly developed rainwater harvesting (RWH) system reliability model is evaluated for roof area of buildings in Haeundae District of Busan. RWH system is used to supply water for toilet flushing, back garden irrigation, and air cooling. This model is portable because it is based on a non-parametric precipitation generation algorithm using a markov chain. Precipitation occurrence is simulated using transition probabilities derived for each day of the year based on the historical probability of wet and dry day state changes. Precipitation amounts are selected from a matrix of historical values within a moving 30 day window that is centered on the target day. Then, the reliability of RWH system is determined for catchment area and tank volume ranges using synthetic precipitation data. As a result, the synthetic rainfall data well reproduced the characteristics of precipitation in Busan. Also the reliabilities of RWH system for each of demands were computed to high values. Furthermore, for study area using the RWH system, reduction efficiencies for rooftop runoff inputs to the sewer system and potable water demand are evaluated for 23%, 53%, respectively.

Keywords

Acknowledgement

Supported by : 한국연구재단

References

  1. 강원구, 정은성, 이길성, 오진호(2010). 확률분포를 이용한 지속가능한 빗물이용시설의 저류용량 산정. 수질보전 한국물환경학회지, 26(5), pp. 740-746.
  2. 과학기술부(2004). 21세기 프론티어연구개발사업-수자원의 지속적 확보기술개발사업-우수 저류 및 활용기술 개발. 연구보고서.
  3. 농림부(2003). 농어촌지역 우수의 생활용수 이용시스템 개발. 연구보고서.
  4. 대한상하수도학회(2003). 빗물이용시설 보급 확대를 위한 정책방안 연구. 연구보고서.
  5. 서울시정개발연구원(2003). 빗물이용을 통한 도시 침수저감 및 수돗물 절약방안. 연구보고서. 시정연 2003-R-13.
  6. 유철상, 김경준, 윤주환(2008). 빗물이용의 수문학적 평가: 1. 수문해석. 수질보전 한국물환경학회지, 24(2), pp. 221-229.
  7. Apipattanavis, S., Podesta, G., Rajagopalan, B., and Katz, R. W. (2007). A semiparametric multivariate and multisite weather generator. Water Resources Research, 43, W11401. doi: 10.1029/2006WR005714.
  8. Basinger, M., Montalto, F., and Lall, U. (2010). A rainwater harvesting system reliability model based on nonparametric stochastic rainfall generator. Journal of Hydrology, 392, pp. 105-118, doi:10.1016/j.jhydrol.2010.07.039.
  9. Coombes, P. J., Argue, J. R., and Kuczera, G. (1999). Figtree Place: a case study in water sensitive urban development (WSUD). Urban Water, 1, pp. 335-343.
  10. Cowden, J. R., Watkins, D. W., and Mihelcic, J. R. (2008). Stochastic rainfall modeling in West Africa: parsimonious approaches for domestic rainwater harvesting assessment. Journal of Hydrology, 361, pp. 64-77. https://doi.org/10.1016/j.jhydrol.2008.07.025
  11. Daigger (2009). Evolving urban water and residuals management paradigms: water reclamation and reuse, decentralization, and resource recovery. Water Environment Research, pp. 809-822.
  12. Fox, P., Rockstrom, J., and Barron, J. (2005). Risk analysis and economic viability of water harvesting for supplemental irrigation in semi-arid Burkina Faso and Kenya. Agricultural Systems, 83, pp. 231-250. https://doi.org/10.1016/j.agsy.2004.04.002
  13. Ghisi, E. (2006). Potential for potable water savings by using rainwater in the residential sector of Brazil. Building and Environment, 41, pp. 1544-1550. https://doi.org/10.1016/j.buildenv.2005.03.018
  14. Gould, J. and Nissen-Petersen, E. (1999). Rainwater Catchment Systems for Domestic Supply : Design, Construction and Implementation. Intermediate Technology Publications: London.
  15. Guo, Y. and Baetz, B. W. (2007). Sizing of rainwater storage units for green building applications. Journal of Hydrologic Engineering, pp. 197-205.
  16. Herrmann, T. and Schmida, U. (1999). Rainwater utilization in Germany: efficiency, dimensioning, hydraulic and environmental aspects. Urban Water, 1, pp. 307-316.
  17. Lall, U., Rajagopalan, B., and Tarboton, D. G. (1996). A non parametric wet/dry spell model for resampling daily precipitation. Water Resources Research, 32(9), pp. 2803-2823. https://doi.org/10.1029/96WR00565
  18. Lall, U. and Sharma, A. (1996). A nearest neighbor bootstrap for resampling hydrologic time series. Water Resources Research, 32(3), pp. 679-693. https://doi.org/10.1029/95WR02966
  19. Lee, K. W., Lee, C. H., Yang, M. S., and Yu, C. C. (2000). Probabilistic Design of Storage Capacity for Rainwater Cistern Systems. Journal of Agricultural Engineering Systems, 77(3), pp. 343-348. https://doi.org/10.1006/jaer.2000.0597
  20. Martinson, D. B. and Thomas, T. (2005). Quantifying First Flush Phenomenon: Effects of First-flush on Water Yield and Quality. Proceedings of the 12th International Conference on Rain Water Catchment. New Delhi, India.
  21. Rajagopalan, B., Lall, U., and Tarboton, D. G. (1997). Evaluation of kernel density estimation methods for daily precipitation resampling. Stochastic Hydrology and Hydraulics, 11(6), pp. 523-547. https://doi.org/10.1007/BF02428432
  22. Sharma, A. and Lall, U. (1999). A nonparametric approach for daily rainfall simulation. Mathematics and Computers in Simulation, 48, pp. 361-371. https://doi.org/10.1016/S0378-4754(99)00016-6
  23. Su, M. D., Lin, C. H., Chang, L. F., Kang, J. L., and Lin, M. C. (2009). A probabilistic approach to rainwater harvesting systems design and evaluation. Resources, Conservation, and Recycling, 53, pp. 393-399. https://doi.org/10.1016/j.resconrec.2009.03.005
  24. Texas Water Development Board (2005). The Texas Manual on Rainwater Harvesting. Accessd online at Http://www.twdb. state.tx.us/publications/reports/RainwaterHarvesting Manual_ 3rdedition.pdf
  25. Zhang, D., Gersberg, R. M., Wilhelm, C., and Voigt, M. (2009). Decentralized water management: rainwater harvesting and greywater reuse in an urban area of Beijing, China. Urban Water Journal, 6(5), pp. 375-385. https://doi.org/10.1080/15730620902934827