• Home
  • Browse
    • Current Issue
    • By Issue
    • By Author
    • By Subject
    • Author Index
    • Keyword Index
  • Journal Info
    • About Journal
    • Aims and Scope
    • Editorial Board
    • Advisory Editorial Board
    • Editorial Staff
    • Publication Ethics
    • Indexing and Abstracting
    • Related Links
    • FAQ
    • Peer Review Process
    • News
  • Guide for Authors
  • Submit Manuscript
  • Reviewers
  • Contact Us
 
  • Login
  • Register
Home Articles List Article Information
  • Save Records
  • |
  • Printable Version
  • |
  • Recommend
  • |
  • Export Citation Export to
    RIS EndNote BibTeX APA MLA Harvard Vancouver
  • |
  • Share Share
    CiteULike Mendeley Facebook Google LinkedIn Twitter Telegram
Journal of Applied Research in Water and Wastewater
Articles in Press
Current Issue
Journal Archive
Volume Volume 4 (2017)
Issue Issue 2
Issue Issue 1
Volume Volume 3 (2016)
Volume Volume 2 (2015)
Volume Volume 1 (2014)
Azari, A., Asadi, M. (2017). Investigating the capabilities of the NSGA-II multi-objective algorithm in automatic calibration of the WEAP model for simulating Jareh Dam and network system. Journal of Applied Research in Water and Wastewater, 4(1), 305-313. doi: 10.22126/arww.2017.775
Arash Azari; Milad Asadi. "Investigating the capabilities of the NSGA-II multi-objective algorithm in automatic calibration of the WEAP model for simulating Jareh Dam and network system". Journal of Applied Research in Water and Wastewater, 4, 1, 2017, 305-313. doi: 10.22126/arww.2017.775
Azari, A., Asadi, M. (2017). 'Investigating the capabilities of the NSGA-II multi-objective algorithm in automatic calibration of the WEAP model for simulating Jareh Dam and network system', Journal of Applied Research in Water and Wastewater, 4(1), pp. 305-313. doi: 10.22126/arww.2017.775
Azari, A., Asadi, M. Investigating the capabilities of the NSGA-II multi-objective algorithm in automatic calibration of the WEAP model for simulating Jareh Dam and network system. Journal of Applied Research in Water and Wastewater, 2017; 4(1): 305-313. doi: 10.22126/arww.2017.775

Investigating the capabilities of the NSGA-II multi-objective algorithm in automatic calibration of the WEAP model for simulating Jareh Dam and network system

Article 4, Volume 4, Issue 1 - Issue Serial Number 7, Winter and Spring 2017, Page 305-313  XML PDF (1413 K)
Document Type: Research Paper
DOI: 10.22126/arww.2017.775
Authors
Arash Azari* 1; Milad Asadi2
1Department of Water Engineering, Razi University, Iran
2Department of Hydrology and Water Resources, Shahid Chamran University, Iran
Abstract
In the simulation models of water resource systems, calibration processes should be performed to approximate the simulated values to the observed values due to the errors in such models. However, due to being time consuming and the difficulties associated with manual calibration, an automatic calibration model can be a resolver. In this research, the simulation of Jareh Dam and network system was conducted using the WEAP model. Then, by linking this model to the NSGA-II algorithm, its automatic calibration was performed by this algorithm. Nach statistical parameter was used to check the calibration accuracy of the model. The whole system was in the form of a multi-objective NSGA-II algorithm, in which the first objective function, which was to minimize the difference between the observed and the calculated reservoir storage volumes, was assessed versus the second objective function, which was to minimize the difference in the calculated and the simulated discharges, at two Mashin and Jokank stations. The results showed the remarkable ability of NSGA-II algorithm for automatic model calibration, so that the operation status of the dam and river was of the greatest consistency with reality.
Statistics
Article View: 179
PDF Download: 204
Home | Glossary | News | Aims and Scope | Sitemap
Top Top

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

Journal Management System. Designed by sinaweb.