A Study on the River Water Quality Management Model using Genetic Algorithm

유전알고리즘을 이용한 하천수질관리모형에 관한 연구

  • Received : 2004.03.18
  • Accepted : 2004.07.06
  • Published : 2004.08.15

Abstract

The objective of this research is to develop the water quality management model to achieve the water quality goal and the minimization of the waste load abatement cost. Most of existing water quality management model can calculate BOD and DO. In addition to those variables, N and P are included in the management model of this study. With a genetic algorithm, calculation results from the mathematical water quality model can be used directly in this management model. Developed management model using genetic algorithm was applicated for the Youngsan River basin. To verify the management model, water quality and pollution source of the Youngsan River had been investigated. Treatment types and optimum treatment costs of the existing and planned WWTPs in the baisn were calculated from the model. The results of genetic algorithm indicate that Kwangju and Naju WWTP have to do the advanced treatment to achieve the water quality goal about BOD, DO and TP. Total annual treatment cost including the upgrade cost of existing WWTPs in the Youngsan River basin was about 50.3 billion Won.

Keywords

References

  1. 건설부 (1988) 하수도정책방향연구. pp. 141-159
  2. 공성곤 외 (1996) 유전자 알고리즘. pp. 3-61, 그린
  3. 공성곤 외 (1997) 유전자알고리즘 입문. p. 15, 진영사
  4. 박성천, 전진, 문병석 (1998) 하천수의 수질보전을 위한 오염부하량삭감률 산정에 관한 연구, 대한환정공학회지, 20(3), pp.327-338
  5. 조재현, 유태종 (2002) 하수처리비용을 감안하고 7Q10과 저수량에 기초한 영산강수질관리방안 연구, 상하수도 학회지, 16(6), pp.700-709
  6. 조재현 (2002) 유전알고리즘을 이용해서 오염부하량 삭감비용을 최척화하는 하천수질관리모형의 개발과 적용, 한 국파학재단 특정기초연구 최종보고서, pp. 21-23
  7. Goldberg, D. E. (1989) Genetic Algorithms in search, optimization and machine learning, p. 412, Addison-Wesley, Massachusetts
  8. Metcalf & Eddy (1991) Wastewater Engineering: Treatment, Disposal, and Reuse, 3rd ed., pp. 166-170, McGraw-Hill, New York
  9. Taha, H.A. (1987) Operation Research, pp.25-384, Macmillan Publishing Company, New York