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基于容量增量变化量曲线的锂电池健康状态估计 被引量:1
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作者 郭春辰 王哲 +1 位作者 李玲莲 姜挥 《汽车工程学报》 2022年第5期670-676,共7页
提出了基于容量增量变化量曲线的电池健康状态估计新方法,该曲线具有随电池老化平移不明显的特点,并有利于特征参数的确定和提取。利用随机森林方法分析该曲线上各个函数值的重要性,根据重要性筛选出曲线上可以作为表征参数的函数值,并... 提出了基于容量增量变化量曲线的电池健康状态估计新方法,该曲线具有随电池老化平移不明显的特点,并有利于特征参数的确定和提取。利用随机森林方法分析该曲线上各个函数值的重要性,根据重要性筛选出曲线上可以作为表征参数的函数值,并使用神经网络建立起表征参数与健康状态的映射关系。利用马里兰大学老化数据验证该方法的平均绝对百分比误差为0.77%,健康状态估计值误差基本控制在2%以内,具有较高的精度。 展开更多
关键词 锂离子电池 健康状态 容量增量曲线 表征参数 神经网络
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Application of Ceramic Film as Means of Lubrication for Forming of TiSheet in a Highly Localized Deformation Process 被引量:1
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作者 GHULAM Hussain ASIF Iqbal 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2014年第5期1023-1027,共5页
Incremental forming is a novel die-less sheet forming process. There is a need for special means to retain lubricant at the tool/sheet interface during forming. To fulfillthe stated aim, a porous ceramic film was deve... Incremental forming is a novel die-less sheet forming process. There is a need for special means to retain lubricant at the tool/sheet interface during forming. To fulfillthe stated aim, a porous ceramic film was developed on pure Ti substrate, and it was done through an electrochemical depsition process known as plasma electrolytic oxidation. The film with preferred pore size could be realized after several attempts by varying the processing parameters. In order to characterize the film, a variety of tests including rnicrostructure, film-substrate bond strength and tribological properties tests were conducted. On-job performance of the film was also examined by forming Ti components employing a range of forming conditions. It was found that the proposed method of lubrication was effective, and the plasma eletrolytic oxidation process can be employed to fabricate films on pure Ti sheet to provide means of lubrication during incremental forming. 展开更多
关键词 surface film characterIZATION plasma electrolytic oxidation incremental forming pure titanium
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协同过滤在油井增产预测中的应用
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作者 汤国平 姜汉桥 《大庆石油地质与开发》 CAS CSCD 北大核心 2016年第5期58-61,共4页
预测油田增产措施效果是减少低效措施,提高措施有效率的重要前提。建立表征增油量的模型,描述了措施后增油量与时间的产量递减规律。并且建立一套集数据预处理、最近邻搜索和产生预测值的协同过滤算法流程。利用灰色关联分析、相关性分... 预测油田增产措施效果是减少低效措施,提高措施有效率的重要前提。建立表征增油量的模型,描述了措施后增油量与时间的产量递减规律。并且建立一套集数据预处理、最近邻搜索和产生预测值的协同过滤算法流程。利用灰色关联分析、相关性分析筛选了措施的主要影响因素,优化筛选出了最佳邻域阀值,利用该邻域阀值筛选了目标潜力井的相似井,从而得到该目标潜力井的预测值。油田现场应用结果表明,表征增油量的模型与预测方法的可靠性较高。 展开更多
关键词 措施效果预测 增油量表征模型 协同过滤 最近邻搜索
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Size effects on springback behavior of H80 foils 被引量:1
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作者 Zhen-Wu Ma Zi-Yang Cao +3 位作者 Jin-Bin Lu Yuan-Jing Zhang Wei Liu Zhen Yin 《Rare Metals》 SCIE EI CAS CSCD 2018年第12期1082-1090,共9页
Size effects make traditional bending theories infeasible in analyzing the springback behavior of H80 foils in the similarity bending experiment. It is observed that there is a certain critical thickness value, which ... Size effects make traditional bending theories infeasible in analyzing the springback behavior of H80 foils in the similarity bending experiment. It is observed that there is a certain critical thickness value, which divides the change trend of springback amount of foils into two opposite parts. In order to reveal the reason for size effects on the springback behavior of H80 foils, the method of hardness increment characterization was applied to describe the deformation distribution of foils. The competition between strengthening effect of geometrically necessary dislocations and weakening effect of surface grains determines the change trend of springback amount with foil thickness. When the thickness of foils is large, the weakening effects dominate the material behavior, resulting in that the springback amount decreases with the decrease in foil thickness. However, when the foil thickness is small, the strengthening effects dominate the springback tendency, leading to a sharp increase in the springback amount. Furthermore, the deformation distribution is disturbed due to the enhanced effects of individual grain heterogeneity with the decrease in the thickness of foils, leading to the large scatter of springback angle after unloading. 展开更多
关键词 Foil bending Springback behavior Size effects Hardness increment characterization
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