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Related Experiment Video

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A Protocol for Conducting Rainfall Simulation to Study Soil Runoff
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A framework for deriving dispatching rules of integrated urban drainage systems.

Yan Sun1, Xinchen Hu2, Yu Li1

  • 1School of Hydraulic Engineering, Dalian University of Technology, Dalian, Liaoning Province, 116024, China.

Journal of Environmental Management
|August 9, 2021
PubMed
Summary

This study introduces a new framework for urban drainage system (UDS) sewage dispatch, using the Prophet algorithm to manage rainfall uncertainty and optimize treatment facility allocation for better water quality and lower costs.

Keywords:
Dispatching ruleFrameworkUrban drainage system

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Area of Science:

  • Environmental Engineering
  • Water Resource Management
  • Urban Planning

Background:

  • Urban drainage systems (UDS) face challenges in sewage dispatch due to complex networks, data uncertainty, and multiple objectives.
  • Integrating green and gray infrastructure in UDS is a growing trend, increasing dispatch complexity.

Purpose of the Study:

  • To develop a novel framework for deriving UDS dispatching rules to allocate wastewater inflow based on treatment capacity.
  • To address sewage volume uncertainty caused by rainfall and optimize operating costs and surface water quality.

Main Methods:

  • Utilized the Prophet algorithm to forecast and manage sewage volume uncertainty from rainfall.
  • Constructed a multi-objective optimization model for operating costs and surface water quality.
  • Employed a decision tree for mining dispatching rules and identifying critical thresholds.

Main Results:

  • Identified a critical sewage volume threshold (18.0 × 10⁵ m³ in winter) exceeding which surface water quality limits are breached.
  • Demonstrated a competitive relationship between wastewater allocation, receiving water quality, and operating costs.
  • Developed dispatching rules that effectively address scientific and reasonable UDS management.

Conclusions:

  • The proposed framework provides a scientific basis for UDS sewage dispatch, improving efficiency and environmental outcomes.
  • The decision tree approach successfully identifies risk thresholds for surface water quality.
  • The study highlights the trade-offs between operational costs and water quality in wastewater management.