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Reduction of the Criteria System for Identifying Effective Reservoirs in the Joint Operation of a Flood Control System

Author

Listed:
  • Jieyu Li

    (Hohai University)

  • Ping-an Zhong

    (Hohai University
    Hohai University)

  • Feilin Zhu

    (Hohai University)

  • Juan Chen

    (Hohai University)

  • Minzhi Yang

    (Hohai University)

  • Jisi Fu

    (Hohai University)

  • Weifeng Liu

    (Hohai University
    China Institute of Water Resources and Hydropower Research)

Abstract

The accurate and efficient identification of effective reservoirs plays an important role in the real-time flood control operation of multireservoir systems. The redundancy of the initial criteria system affects the efficiency of identifying effective reservoirs. In this paper, a criteria reduction model based on the equivalence relation of rough set theory is proposed to solve this problem. Correspondingly, the decision rules are derived for identifying effective reservoirs. In addition, the reduction result of rough set theory is compared with the results of correlation analysis-principal component analysis (CA-PCA), vague set theory and back-propagation (BP) neural network methods. The proposed methodology is applied to the flood control system in the upper and middle reaches of the Huaihe River basin in China. The results show that the dimensionality of the initial criteria system is reduced and that the reduction result is reasonable. The proposed reduction model is an effective tool to reduce the initial criteria system for effective reservoir identification in real-time flood control operation.

Suggested Citation

  • Jieyu Li & Ping-an Zhong & Feilin Zhu & Juan Chen & Minzhi Yang & Jisi Fu & Weifeng Liu, 2020. "Reduction of the Criteria System for Identifying Effective Reservoirs in the Joint Operation of a Flood Control System," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(1), pages 71-85, January.
    • Handle: RePEc:spr:waterr:v:34:y:2020:i:1:d:10.1007_s11269-019-02391-9
    DOI: 10.1007/s11269-019-02391-9
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    References listed on IDEAS

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    2. Daniel Che & Larry W. Mays, 2017. "Application of an Optimization/Simulation Model for Real-Time Flood-Control Operation of River-Reservoirs Systems," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 31(7), pages 2285-2297, May.
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    4. Aili Xie & Pan Liu & Shenglian Guo & Xiaoqi Zhang & Hao Jiang & Guang Yang, 2018. "Optimal Design of Seasonal Flood Limited Water Levels by Jointing Operation of the Reservoir and Floodplains," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(1), pages 179-193, January.
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