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以并联式太阳能热泵热水系统为研究对象，通过数值模拟和实验研究的方法，对该系统的热泵运行时间、能源利用率进行模拟分析与实验验证，研究并建立并联式太阳能热泵热水系统的最小二乘支持向量机(LSSVM)模型。统计结果表明，所提模型具有较高的精度，为提高太阳能热泵热水系统的效率从而实现节能提供了一个有效的途径。
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. Statistical results show that the proposed model has high accuracy, offering an effective approach to improve the efficiency of the solar-assisted heat pump hot water system and thereby achieve energy savings.
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基本信息:
中图分类号:TK515;TP181
引用信息:
[1]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(09):13-16.
基金信息:
上海市文化创意和产业化项目(2022010523)
2025-09-20
2025-09-20