Improvement of reservoir operation by hybrid optimization algorithm: Case study of Huong Dien Reservoir, Vietnam

H. Van Hoa, Joong Hoon Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

An Improved Incremental Dynamic Programming (IDP) algorithm is developed in this study by combining IDP and Harmony Search (HS) to form HS-IDP for the initial procedure of generating decision variables. The developed hybrid algorithm (HS-IDP) and HS algorithm are simultaneously proposed for optimizing the reservoir operation to effectively solve a linear reservoir water balance equation and an objective function of benefit of Hydroelectrical Power (HP) to find optimal decision variables, taking into account water release or storage volume rates. The optimal reservoir operation (ORO) model is firstly applied for HuongDien (HD) hydroelectric dam of Hue Basin, Vietnam, downstream as it reaches Bo River where many critical problems have occurred such as water shortages and flooding inundations. This paper outlines how to reduce the impact of droughts and floods and to maximize the economic benefit through effective HD reservoir operation. The results indicated that the hybrid algorithm found the optimal decision variables having the highest HP benefit, while satisfying the specified constraints for reservoir and downstream safety.

Original languageEnglish
Title of host publicationIAHS-AISH Proceedings and Reports
PublisherCopernicus GmbH
Pages119-125
Number of pages7
Volume363
ISBN (Print)9781907161414
Publication statusPublished - 2014
Event7th World Flow Regimes from International and Experimental Network Data-Water Conference, FRIEND-Water 2014 - Montpellier, France
Duration: 2014 Oct 72014 Oct 10

Other

Other7th World Flow Regimes from International and Experimental Network Data-Water Conference, FRIEND-Water 2014
CountryFrance
CityMontpellier
Period14/10/714/10/10

Fingerprint

water budget
flooding
dam
drought
safety
water
economics
basin
river
decision
rate

Keywords

  • Harmony Search (HS)
  • Hue-Vietnam
  • Huong Dien Reservoir
  • Incremental Dynamic Programming (IDP)
  • Optimization Reservoir Operation

ASJC Scopus subject areas

  • Earth and Planetary Sciences(all)

Cite this

Van Hoa, H., & Kim, J. H. (2014). Improvement of reservoir operation by hybrid optimization algorithm: Case study of Huong Dien Reservoir, Vietnam. In IAHS-AISH Proceedings and Reports (Vol. 363, pp. 119-125). Copernicus GmbH.

Improvement of reservoir operation by hybrid optimization algorithm : Case study of Huong Dien Reservoir, Vietnam. / Van Hoa, H.; Kim, Joong Hoon.

IAHS-AISH Proceedings and Reports. Vol. 363 Copernicus GmbH, 2014. p. 119-125.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Van Hoa, H & Kim, JH 2014, Improvement of reservoir operation by hybrid optimization algorithm: Case study of Huong Dien Reservoir, Vietnam. in IAHS-AISH Proceedings and Reports. vol. 363, Copernicus GmbH, pp. 119-125, 7th World Flow Regimes from International and Experimental Network Data-Water Conference, FRIEND-Water 2014, Montpellier, France, 14/10/7.
Van Hoa H, Kim JH. Improvement of reservoir operation by hybrid optimization algorithm: Case study of Huong Dien Reservoir, Vietnam. In IAHS-AISH Proceedings and Reports. Vol. 363. Copernicus GmbH. 2014. p. 119-125
Van Hoa, H. ; Kim, Joong Hoon. / Improvement of reservoir operation by hybrid optimization algorithm : Case study of Huong Dien Reservoir, Vietnam. IAHS-AISH Proceedings and Reports. Vol. 363 Copernicus GmbH, 2014. pp. 119-125
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