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太阳能热泵热水系统的最小二乘支持向量机建模

徐丽红 孙丽兵 孔嫚卿

微型电脑应用2025,Vol.41Issue(9):13-16,4.
微型电脑应用2025,Vol.41Issue(9):13-16,4.

太阳能热泵热水系统的最小二乘支持向量机建模

Least Squares Support Vector Machine Modeling of Solar-assisted Heat Pump Hot Water System

徐丽红 1孙丽兵 1孔嫚卿2

作者信息

  • 1. 上海电子信息职业技术学院,机械与能源工程学院,上海 201411
  • 2. 上海特来电新能源有限公司,上海 201105
  • 折叠

摘要

Abstract

The parallel solar-assisted heat pump hot water system is used for the study by numerical simulation and experimental research methods,the running time and energy utilization rate of the system is analyzed and validated.A least squares support vector machine(LSSVM)model for the parallel solar-assisted heat pump hot water system is researched and established.Statis-tical results show that the proposed model has high accuracy,offering an effective approach to improve the efficiency of the so-lar-assisted heat pump hot water system and thereby achieve energy savings.

关键词

太阳能/热泵/热水系统/支持向量机

Key words

solar/heat pump/hot water system/support vector machine

分类

能源科技

引用本文复制引用

徐丽红,孙丽兵,孔嫚卿..太阳能热泵热水系统的最小二乘支持向量机建模[J].微型电脑应用,2025,41(9):13-16,4.

基金项目

上海市文化创意和产业化项目(2022010523) (2022010523)

微型电脑应用

1007-757X

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