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供暖热网神经网络预测模型的研究
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作者 熊钧 姜永成 《工业仪表与自动化装置》 2004年第3期25-26,24,共3页
将人工神经网络应用于供热网实时预报,建立起可用于热网供暖预报的外时延反馈型BP网络模型,及内时延反馈型Elman网络。且利用实际热网数据对所建立的网络进行训练和检验,结果表明两种预报模型均具有较好的动态跟踪能力和预报特性。而El... 将人工神经网络应用于供热网实时预报,建立起可用于热网供暖预报的外时延反馈型BP网络模型,及内时延反馈型Elman网络。且利用实际热网数据对所建立的网络进行训练和检验,结果表明两种预报模型均具有较好的动态跟踪能力和预报特性。而Elman网络在节点结构上比外时延反馈型BP网络更简单,在确定网络节点结构上更快捷,更具有实际推广和应用价值。 展开更多
关键词 人工神经网络 供暖热网预测 时延 内时延 反馈型BP网络 ELMAN网络
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Effect of thermal storage performance of concrete radiant cooling room on indoor temperature 被引量:1
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作者 辛亚娟 王志强 田喆 《Journal of Central South University》 SCIE EI CAS 2012年第3期709-714,共6页
A building model with radiant cooling system was established and the cooling load, indoor temperature, surface temperature of the wails and other parameters in non-cooling and radiant cooling room were calculated by T... A building model with radiant cooling system was established and the cooling load, indoor temperature, surface temperature of the wails and other parameters in non-cooling and radiant cooling room were calculated by TRNSYS. The comparative analysis of the characteristics of attenuation and delay proves that the operation of radiant cooling system increases the degree of temperature attenuation of the room and reduces the inner surface temperature of the wall significantly, but has little effect on the attenuation coefficient and delay time of wall heat transfer. The simulation results also show that the inner surface temperature of the walls in the radiant cooling room is much lower than that in non-cooling room in the day with the maximum cooling load, which reduces the indoor operation temperature largely, and improves the thermal comfort. Finally, according to the analysis of indoor temperature of the rooms with different operation schedules of cooling system, it can be derived that the indoor mean temperature changes with the working time of radiant cooling system, and the operation schedule can be adjusted in practice according to the actual indoor temperature to achieve the integration of energy efficiency and thermal comfort. 展开更多
关键词 concrete radiant cooling thermal storage performance cooling load operating schedule TRNSYS
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