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基于BP-ANN的贯流泵装置能量性能参数的预测及分析 被引量:1
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作者 沈强儒 吕玉婷 +2 位作者 陆美凝 蒋东进 杨帆 《水资源与水工程学报》 CSCD 北大核心 2022年第5期118-123,共6页
为了分析和解决水泵转速变化超过20%时,通过水泵相似律换算的泵装置能量性能参数存在显著差异的问题,构建了基于水泵转速和泵装置扬程两个参数预测泵装置流量和水泵轴功率的曲面函数方程,并将不同转速贯流泵装置非线性特性的能量效率性... 为了分析和解决水泵转速变化超过20%时,通过水泵相似律换算的泵装置能量性能参数存在显著差异的问题,构建了基于水泵转速和泵装置扬程两个参数预测泵装置流量和水泵轴功率的曲面函数方程,并将不同转速贯流泵装置非线性特性的能量效率性能曲线转换为基于BP-ANN的不同转速贯流泵装置能量效率参数的预测模型,确定了效率参数预测模型的输入模式,给出了BP-ANN网络结构。BP神经网络预测模型经试验数据验证,预测的泵装置效率绝对偏差在1%以内,为泵装置的变速调节及性能换算提供了参考依据。 展开更多
关键词 贯流泵 泵装置 能量性能参数 神经网络 效率 转速
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New Li-ion Battery Evaluation Research Based on Thermal Property and Heat Generation Behavior of Battery 被引量:1
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作者 Zhe Lv Xun Guo Xin-ping Qiu 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2012年第6期725-732,I0004,共9页
We do a new Li-ion battery evaluation research on the effects of cell resistance and polariza- tion on the energy loss in batteries based on thermal property and heat generation behavior of battery. Series of 18650 ce... We do a new Li-ion battery evaluation research on the effects of cell resistance and polariza- tion on the energy loss in batteries based on thermal property and heat generation behavior of battery. Series of 18650 cells with different capacities and electrode materials are evalu- ated by measuring input and output energy which change with charge-discharge time and current. Based on the results of these tests, we build a model of energy loss in cells' charge- discharge process, which include Joule heat and polarization heat impact factors. It was reported that Joule heat was caused by cell resistance, which included De-resistance and reaction resistance, and reaction resistance could not be easily obtained through routine test method. Using this new method, we can get the total resistance R and the polarization parameter U. The relationship between R, η, and temperature is also investigated in order to build a general model for series of different Li-ion batteries, and the research can be used in the performance evaluation, state of charge prediction and the measuring of consistency of the batteries. 展开更多
关键词 Li-ion battery Energy loss HEAT Cell resistance POLARIZATION State of chargeprediction
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Properties analysis of a large flow-rate safety valve test device 被引量:1
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作者 WANG Yong JIANG Jin-qiu +2 位作者 SHA Bao-yin SUN Hong-bo ZHAO Rui 《Journal of Coal Science & Engineering(China)》 2010年第2期210-214,共5页
In order to solve the problem of property test of large flow-rate safety, the property parameter of safety valve test system was analyzed, and a device for property oflarge flow-rate safety valve test was designed.The... In order to solve the problem of property test of large flow-rate safety, the property parameter of safety valve test system was analyzed, and a device for property oflarge flow-rate safety valve test was designed.The device used accumulators as power source and a united function cylinder, which can realized the large flow-rate output for the test system.Analyzed the test data and made a particular research on the test device by testing different flow-rate safety valves;it verifies that the test device can be used tode-sign larger flow-rate safety valve test system and can make the flow-rate test and analysis and dynamic characteristics for the large-flow safety valve. 展开更多
关键词 safety valve large flow rate test system SUPPORTING
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