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Application of an optimal predictive controller for a small water distribution network in Luxembourg

机译:最优预测控制器在卢森堡小型供水网络中的应用

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摘要

This paper deals with predictive control applied to the management of water storage in a small water distribution network. This online optimisation-based strategy is computed iteratively by solving a set of mathematical equations which describe the operative goals, in a given time horizon, and uses a representative model for the network dynamics as well as a demand forecast. The approach has been tested on a simulator developed for a four-reservoir water network of a commune of Luxembourg. Mathematical optimisation of the water distribution network is defined to account for all the requirements put forward by the authorities (both the commune and the regional drinking water provider as well as the national water agency), without ignoring the operating and physical constraints of the network. Based on realistic consumption scenarios, the starting situation (tanks always completely filled) and different control strategies (proportional integral derivative or PID level regulation or global predictive control) have been compared and the results are discussed. Moreover, the question of whether to integrate natural ventilation has been explored. Global predictive control leads to improved management in comparison to PID and mechanical control. Further work is needed to evaluate performance when goals, such as tank aeration, are to be met.
机译:本文将预测控制应用于小型供水网络中的蓄水管理。通过解决一组数学方程式来迭代计算这种基于在线优化的策略,这些数学方程式在给定的时间范围内描述了操作目标,并使用代表模型进行网络动态以及需求预测。该方法已在为卢森堡公社的四水库供水网络开发的模拟器上进行了测试。定义供水网络的数学优化,以解决当局(公社,区域饮用水提供者以及国家水务机构)提出的所有要求,而不会忽略该网络的运行和物理限制。根据实际的消耗情况,比较了启动情况(储罐始终完全充满)和不同的控制策略(比例积分微分或PID级别调节或全局预测控制),并对结果进行了讨论。此外,已经探讨了是否整合自然通风的问题。与PID和机械控制相比,全局预测控制可改善管理。当要达到目标(例如储罐曝气)时,需要做进一步的工作来评估性能。

著录项

  • 来源
    《Journal of Hydroinformatics》 |2013年第3期|625-633|共9页
  • 作者单位

    Public Research Centre Henri Tudor, Advanced Materials & Structures, 29 Avenue John F. Kennedy L-1855 Luxembourg- Kirchberg, Luxembourg;

    Public Research Centre Henri Tudor, Advanced Materials & Structures, 29 Avenue John F. Kennedy L-1855 Luxembourg- Kirchberg, Luxembourg;

    Public Research Centre Henri Tudor, Advanced Materials & Structures, 29 Avenue John F. Kennedy L-1855 Luxembourg- Kirchberg, Luxembourg;

    Local Administration, 95 rue Principale, L-5480 Wormeldange, Luxembourg;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    optimisation; predictive control; storage; ventilation; water distribution network;

    机译:优化;预测控制;存储;通风;供水网络;

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