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基于神经网络的铅酸蓄电池剩余容量预测 被引量:10
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作者 韩团军 《陕西理工学院学报(自然科学版)》 2008年第4期26-29,共4页
为有效地对电动车电池剩余容量进行预测,在分析了铅酸蓄电池充放电过程的反应机理的基础上,应用改进算法的BP神经网络,建立了铅酸蓄电池的神经网络模型,用于预测铅酸蓄电池放电过程中某一状态下的剩余容量。结果表明,通过该网络模型可... 为有效地对电动车电池剩余容量进行预测,在分析了铅酸蓄电池充放电过程的反应机理的基础上,应用改进算法的BP神经网络,建立了铅酸蓄电池的神经网络模型,用于预测铅酸蓄电池放电过程中某一状态下的剩余容量。结果表明,通过该网络模型可以方便快速地得到电池剩余容量及荷电状态的预测值,所得结果满足要求,为电池管理系统提供了一种新的预测方法。 展开更多
关键词 铅酸蓄电 剩余容量 BP神经网络
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通信用组合电源的电池管理
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作者 田剑峰 苏光明 《电源技术应用》 2003年第6期55-57,共3页
从组合电源电池管理的角度出发。
关键词 池管理 使用寿命 阀控式密封铅酸蓄电 温度补偿 组合 通信
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超级电池的“前世今生” 被引量:2
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作者 朱守圃 顾立贞 +3 位作者 于尊奎 董志成 吴战宇 周寿斌 《中国自行车》 2012年第4期48-53,共6页
超级电池是一种新型的混合储能装置,其由铅酸蓄电池发展而来,具有独特的优势,本文对超级电池的结构、工作原理、炭材料和电解液等进行了介绍,并在此基础上对超级电池进一步应用的前景进行了展望。
关键词 超级 铅酸蓄电 池炭材料
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低锑铅合金及其应用 被引量:5
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作者 董保光 张秋道 +1 位作者 穆俊江 柳占臣 《材料科学与工艺》 CAS CSCD 北大核心 1995年第1期67-71,共5页
配制含Sb为1.8%的铜-锑-铅-砷-锡的五元低锑合金,它可用于制造阀控密封式铅酸蓄电池的板栅,其电池的自放电明显降低。本文介绍其配制方法,并讨论了有关铅锑合金中锑含量对电池性能影响的一些问题。
关键词 低锑合金 阀控密封式铅酸蓄电 成核剂
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Pulse Quick Charger of Electric Vehicle 被引量:3
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作者 张承宁 吴兵峰 +1 位作者 孙逢春 张旺 《Journal of Beijing Institute of Technology》 EI CAS 2002年第3期240-245,共6页
In order to improve the charging efficiency of lead acid battery, shorten the charging time and avoid the battery polarization, a new charging method was put forward. Based on the analyzed results of charging charact... In order to improve the charging efficiency of lead acid battery, shorten the charging time and avoid the battery polarization, a new charging method was put forward. Based on the analyzed results of charging characteristic of lead acid battery, a pulse quick charger is designed to adjust the charging current pulse’s amplitude and pulse width automatically stage by stage according to the measured battery voltage and feedback current. Compared with other kinds of quick chargers, it has such characteristics as shorter charging time, higher charging efficiency and lower temperature increasing during the charging process. As a result, the battery polarization is reduced efficiently. 展开更多
关键词 pulse quick charger lead acid battery electric vehicle
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Development of Management Systems for Electric Vehicle Battery Series 被引量:2
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作者 张承宁 孙逢春 +1 位作者 赵宏杰 孙立清 《Journal of Beijing Institute of Technology》 EI CAS 2000年第1期94-100,共7页
A kind of management system for electric vehicle (EV) battery series was developed. The system can predict residual capacity for EV battery series and mileages. The system can determine if it is necessary for the batt... A kind of management system for electric vehicle (EV) battery series was developed. The system can predict residual capacity for EV battery series and mileages. The system can determine if it is necessary for the battery series to be charged. The system can determine which battery is necessary to be updated for the reason of damage or aging. The system can display the total voltage of battery series, extreme voltage and temperature of every battery in the series. The system can display the accumulative discharge for every battery in the series. The system can alarm when both total or extreme voltage is at low level, or temperature of a battery in the series is at high level. The system provided with a microprocessor as key part can collect and record signal of charging and discharging current, total voltage, extreme voltage and temperature for every battery. The mathematical model of residual capacity for EV lead acid batteries was discussed in details. The system operates well in the laboratory and meets the requirement. 展开更多
关键词 electric vehicle (EV) residual capacity trouble diagnosis lead acid batteries
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Effect of lead foam grid on performance of lead-acid battery 被引量:1
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作者 戴长松 王殿龙 +2 位作者 胡信国 姜兆华 阎志刚 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2005年第1期95-100,共6页
In order to increase the specific energy and specific power of a lead-acid battery, lead foam grid was prepared by electrodepositing Pb-Sn alloy on a copper foam substrate and used as negative current collector for a ... In order to increase the specific energy and specific power of a lead-acid battery, lead foam grid was prepared by electrodepositing Pb-Sn alloy on a copper foam substrate and used as negative current collector for a lead acid battery whose capacity was limited by the negative plate. Comparing the effect of the cast grid, under the same conditions, the mass of lead foam grid decreases by 35%, and the area of lead foam contacted with active material increases by about 20 times. Under 2 h rate discharge condition, with a high current (3 0 I2) e and low-temperature (-10 ℃, I2) discharge system, the lead foam grid markedly boosts the discharge performance of lead acid battery. It increases not only the negative electrode mass specific capacity by 27%,37% and 29%,but also the utilization efficiency of the negative active material by 5%. Compared with the negative electrode of cast grid, XRD and SEM results show that after 20 cycles at the state of charge, the sponge lead in the negative lead foam electrode has smaller crystals and less PbSO4 on its surface. Meanwhile, at the state of full discharge, the PbSO4 crystals are smaller and occur less on the surface of lead foam electrode. This indicates its active material reacts more uniformly. 展开更多
关键词 lead acid battery negative active material grid material lead foam specific capacity
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Effect of Properties of Carbon Materials on Performance of VRLA Batteries 被引量:1
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作者 Ellappa Lakshmanan Nethaji Kosaraju Srinivas Kurivella Suryanarayana Murthy Mandava Jagadish 《Journal of Energy and Power Engineering》 2015年第11期1029-1035,共7页
In the present study, the relationship between properties of different carbon materials and their impact on performance of VRLA (valve regulated lead acid) battery was studied. The material properties undertaken for... In the present study, the relationship between properties of different carbon materials and their impact on performance of VRLA (valve regulated lead acid) battery was studied. The material properties undertaken for the study are: surface area, conductivity and water absorption of the carbon. The electrode morphology revealed the uniform distribution of active material when high surface area carbon was added to NAM (negative active material). The porosity of the plate also exhibited changes with respect to type of carbon materials added. The study further revealed that, the addition of high surface area carbon (-1,400 m^2/g) improves the charge acceptance of the battery with higher loading. Further improvement in charge acceptance was observed with addition of graphite to higher surface area carbon. Nevertheless, the float current of the battery got affected due to graphite loading and found there was no impact on shelf life of the battery in all the cases. The study demonstrates the need for customized "carbon formulation" to obtain the maximum performance out of the battery. 展开更多
关键词 Valve regulated lead acid battery carbon black GRAPHITE charge acceptance float current self discharge.
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A study on equivalent circuit model of lead-acid battery for electric vehicles
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作者 王常青 Cheng Ximing 《High Technology Letters》 EI CAS 2010年第1期107-110,共4页
A 100Ah@42V lead-acid battery package for electric vehicles are used for study. 1he hybrid pulse test is applied to the battery package to acquire enough data, by which the partnership for a new generation of vehicles... A 100Ah@42V lead-acid battery package for electric vehicles are used for study. 1he hybrid pulse test is applied to the battery package to acquire enough data, by which the partnership for a new generation of vehicles (PNGV) equivalent circuit model parameters are identified by the least square method. Then, the PNGV model is verified under two conditions, i.e., the composite pulse excitation and the constant-current respectively. The corresponding maximum relative errors of output voltage are less than 3 % and 3.5 %. Results show that the present PNGV equivalent circuit model and verification method is effective, which can satisfy requirement of simulation of power system of electric vehicles. 展开更多
关键词 electric vehicle lead-acid battery equivalent circuit least squares partnership for a new generation of vehicles (PNGV)
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