煤气与热力2024,Vol.44Issue(9) :1-6,18.

基于差分进化算法的供热管网阻力系数辨识

Identification of Resistance Coefficient of Heating Pipeline Network Based on Differential Evolution Algorithm

刘壮阔 周恩泽 徐文晓 吴言
煤气与热力2024,Vol.44Issue(9) :1-6,18.

基于差分进化算法的供热管网阻力系数辨识

Identification of Resistance Coefficient of Heating Pipeline Network Based on Differential Evolution Algorithm

刘壮阔 1周恩泽 1徐文晓 2吴言1
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作者信息

  • 1. 青岛理工大学环境与市政工程学院,山东青岛 266033
  • 2. 代傲表计(济南)有限公司,山东济南 250000
  • 折叠

摘要

提出基于差分进化算法的多工况供热管网阻力系数辨识方法,先辨识室外管段和变阻力末端管段的阻力系数,确定室外管段阻力系数满意值,将其作为已知条件再次辨识变阻力末端管段的阻力系数.对有14个变阻力末端管段的实际管网试算,经过17个连续工况的辨识后停止,平均每个工况辨识127次,变阻力末端管段辨识结果的计算流量与观测流量的相对误差绝对值在0.5%以内,表明该方法可获得较高精度的辨识结果.

Abstract

A method of resistance coefficient i-dentification of multi-condition heating pipeline net-work based on differential evolution algorithm is pro-posed.The resistance coefficients of outdoor pipe sec-tion and variable resistance end pipe section are identi-fied first,and the satisfactory value of the resistance co-efficient of outdoor pipe section is determined,and it is used as a known condition to identify the resistance co-efficient of the variable resistance end pipe section a-gain.The actual pipeline network with 14 variable re-sistance end pipe sections is tested and stopped after i-dentifying 17 continuous operating conditions,with an average of 127 identifications per operating condition.The absolute relative error between the calculated flow rate and the observed flow rate of the identification re-sults of the variable resistance end pipe sections is within 0.5%,indicating that this method can obtain high precision identification results.

关键词

供热管网/热计量/阻力系数辨识/差分进化算法

Key words

heating pipeline network/heat me-tering/resistance coefficient identification/differential evolution algorithm

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基金项目

中国政府/世界银行/全球环境基金(QUT-2017-ZX-0010)

出版年

2024
煤气与热力
中国市政工程华北设计研究院 建设部沈阳煤气热力研究设计院 北京市煤气热力工程设计院有限公司

煤气与热力

影响因子:0.559
ISSN:1000-4416
参考文献量10
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