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基于模型预测控制的数据中心水蓄冷冷却系统节能优化模型 被引量:1
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作者 郑浩然 张泉 +1 位作者 罗灵爱 罗海亮 《西安工程大学学报》 CAS 2023年第5期61-68,共8页
为了降低数据中心冷却系统能耗,保障数据中心的健康快速发展,以广州某数据中心冷却系统为研究对象,针对冷水机组在不同负载率下能效存在差异的特性,提出了一种新型模型预测控制方法。通过高斯过程回归建立冷水机组运行能效模型,长短期... 为了降低数据中心冷却系统能耗,保障数据中心的健康快速发展,以广州某数据中心冷却系统为研究对象,针对冷水机组在不同负载率下能效存在差异的特性,提出了一种新型模型预测控制方法。通过高斯过程回归建立冷水机组运行能效模型,长短期记忆神经网络构建室外湿球温度时序预测模型,并根据数据中心冷负荷和室外湿球温度预测结果,调整冷却系统的蓄放冷模式、蓄放冷量、冷水机组开启数量以及部分负载率。结果表明,实现了需求侧和供应侧的解耦,使冷水机组要么运行在高效区间,要么关闭,降低了冷却系统的运行能耗。与传统基于规则控制的策略相比,模型预测控制策略将总能耗减少了3.13%,运行费用减少了3.33%。 展开更多
关键词 数据中心 模型预测控制 控制策略 节能降耗 冷水机组
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气固接触的气体净化技术 被引量:1
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作者 Daniel Tondeur luo lingai 蒋楚生 《化工进展》 EI CAS CSCD 1998年第1期22-25,51,共5页
利用气体与反应性固体的接触是控制气体散发到大气中的众多工艺过程之一。木文对此进行了详细综述,其中探讨了关于最终产物的去向、污染物的浓度、流量的大小、能量的合理利用以及固体加工技术等诸多问题。
关键词 气固系统 污染控制 环境保护 气体净化 大气污染
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ADSORPTION ISOTHERMS AND POTENTIAL DISTRIBUTIONS OF NITROGEN ON VARIOUS ACTIVATED CARBONS 被引量:3
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作者 LI Xiang LI Zhong luo lingai 《Chinese Journal of Reactive Polymers》 2005年第1期8-13,共6页
The adsorption isotherms of four activated carbons (Norit Rill, Chemviron BPL, Monolit, and Ambersorb-572) have been examined by nitrogen adsorption at 77.5 K. A method for adsorption potential distribution calculat... The adsorption isotherms of four activated carbons (Norit Rill, Chemviron BPL, Monolit, and Ambersorb-572) have been examined by nitrogen adsorption at 77.5 K. A method for adsorption potential distribution calculation has been proposed based on the adsorption isotherms. This distribution provides information about possible changes in the Gibbs free energy caused by the energetic and geometrical heterogeneities of an activated carbon as well as by the adsorbate-related entropic effects. The general character of the adsorption potential distribution is clearly visible by its simple relation to the micropore and mesopore distribution, 展开更多
关键词 Adsorption isotherms Adsorption potential distributions MICROPORE STRUCTURE Structural heterogeneity.
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Transportation of low-grade thermal energy over long distance by ammonia-water absorption 被引量:2
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作者 MA Qiang WANG RuZhu +2 位作者 luo lingai XIA ZaiZhong LIN Peng 《Chinese Science Bulletin》 SCIE EI CAS 2009年第6期948-957,共10页
This paper presents the importance and the cycle choice for long-distance transportation of low-grade thermal energy, and the thermodynamic and hydrodynamic feasibility of single-effect ammonia-water absorption system... This paper presents the importance and the cycle choice for long-distance transportation of low-grade thermal energy, and the thermodynamic and hydrodynamic feasibility of single-effect ammonia-water absorption system for heat or cold transportation over long distance are also involved. A model of a long-distance thermal energy transportation system is built and analyzed, which shows satisfactory and attractive results. When a steam heat source at 120℃ is available, the user site can get hot water output at about 55℃ with the thermal COP of about 0.6 and the electric COP of about 100 in winter, and cold water output at about 10℃ with the thermal COP of about 0.5 and the electric COP of 50 in summer. A small-size prototype is built to verify the performance analysis. Basically the experimental data show good accordance with the analysis results. The ammonia-water absorption system is a potential pro-spective solution for the heat or cold transportation over long distance. 展开更多
关键词 氨水吸收式 低品位热能 远距离 交通 长途运输 吸收系统 流体力学 运输系统
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