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基于最小二乘理论的供热系统阻力特性辨识方法研究

Identification Resistance of District Heating System Based on The Least Square Theory

中文摘要英文摘要

基于最小二乘原理建立了供热系统阻力特性辨识的数学模型,将参数辨识问题转化非线性优化求解。在改进遗传算法及适用于连续空间优化的蚂蚁算法的基础上,提出了一种新型的混合遗传蚂蚁算法,计算性能获得了较大的提升。基于反映管网阻力特性系数变化提出了流量与压力监测点优化布置方法。结合算例热网,说明了基于反映阻力特性变化的流量、压力监测点优化布置方法的实现过程,验证了了算法的优越性。

he identification mathematic model of resistance coefficient of heat-supply networks is established based on the least square theory. The identification problem is changed into non-linear optimal problem by this model. Based on the improved genetic algorithm and the ant algorithm that fits continuity space optimization, this new mixing algorithm improves computing efficiency. The optimal arrangement method of flow measuring points and pressure measuring points, which reflect the change of resistance coefficient of networks, is put forward based on the fuzzy clustering theory. An example is shown to introduce the optimal method in detail, which aims at identification of resistance coefficient of networks and reflects the flow and pressures that character the resistance coefficient of networks. The superiority of the new algorithm is proved.

周志刚

热力工程、热机热工量测、热工自动控制自动化技术、自动化技术设备

供热、供燃气、通风及空调工程最小二乘阻力特性辨识

Heatgas supplyventilation and air conditioning engineeringhe Least Square TheoryResistanceIdentification

周志刚.基于最小二乘理论的供热系统阻力特性辨识方法研究[EB/OL].(2014-11-15)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201411-271.点此复制

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