Numerical and experimental investigation of state of health of Li-ion battery

ABSTRACT

Estimation of State of Health (SoH) of Lithium-ion (Li-ion) battery is essential to predict the lifespan of batteries of an electric vehicle (EV). The efficient prediction of battery health indicates to the effective and safe operation of EV. However, delivering an effective and accurate method for the estimation of SoH in the real condition is truly a challenging task. The present study proposed a holistic procedure of combining both experimental and numerical investigations to conduct the fundamental study on coupled mechanical-electrochemical behavior of Li-ion battery. The proposed investigation highlighted the effect of stress on the capacity of the battery, considering capacity fade as an equivalent parameter to its health for real-time estimation of SoH. Finally, a simple model of Artificial Neural Network (ANN) is provided, which shows the linear dependency of stress with the SoH. The results obtained from the ANN model are validated with a Linear Regression (LR) model for a better understanding of the inspection. The predicted value of mean Square Error (MSE) and R square error in the ANN training model are found to be 0.000309 and 0.849687, respectively. Whereas for the test model, these predicted values are found to be 0.000438 and 0.819347, respectively.     

Short-term effects of particulate matter exposure on emergency room visits for cardiovascular disease in Lanzhou,China: a time series analysis

Environmental Science and Pollution Research - Cardiovascular disease (CVD) has been the leading cause of death in China. Identifying the relationship between particulate matter (PM) and CVD in...     

Health risk assessment of groundwater nitrate contamination: a case study of a typical karst hydrogeological unit in East China

Environmental Science and Pollution Research - Nitrate pollution in rivers, lakes, shallow groundwater, and even deep groundwater occurs in many parts of the world. And, it’s essential to...     

产业发展、土地集约利用与城市土地扩张

城市土地扩张速度过快是当前中国社会需要解决的一个重要问题。利用2000～2014年中国30个省会城市的面板数据,实证检验了全国层面和区域层面下,产业发展、土地集约利用与城市土地扩张之间的关系,并重点分析了土地集约利用在其中的中介作用。研究表明:(1)就全国层面看,第三产业规模提升和产业结构升级会抑制城市土地的扩张,土地集约利用在其中发挥部分中介效应,且其对总效应的贡献率分别为10.3%和12.6%;(2)就区域层面看,第三产业规模提升和产业结构升级会通过提高土地集约利用水平对东部城市土地扩张产生间接负向影响;第二产业规模增加对中部城市土地扩张有直接的促进效果;(3)该研究揭示了不同产业发展类型对不同区域城市土地扩张的影响及其中的作用路径,并针对性的提出了一系列政策建议,这对控制我国城市土地的过度扩张具有现实的指导意义。     

自动扶梯(人行道)安全距离测量专用工具箱的设计

在自动扶梯(人行道)的检验过程中,关于安全距离和尺寸的测量项目众多,特别是针对防夹装置、防护挡板以及扶手带周围距离等项目的检验,烦琐复杂且费时费力.本文简要讨论了国内自动扶梯典型事故、自动扶梯(人行道)安全距离和尺寸的检验难点以及目前市场上的解决方案,开发出专用工具箱,从而有效提高检验准确率和效率.     

GIS-Supported Precision Agricultural Fertilization Management at Small Scale

Precision agricultural fertilization technique at small scale is the key for regional cultivated land protection and management. Taking Dingzhuang Town (located in Guangrao County, Shandong Province) as a case study, this article explores the precision agricultural fertilization technique at small scale. First, three main cropping systems are identified via field investigation, namely wheat–maize–soybean, garlic–maize and cotton. Then, application amount of fertilizer N, P and K under the three cropping sys...     

填埋场不同深度垃圾土反复直剪实验研究

根据垃圾土颗粒大、纤维质多等性质,自行研发了适合垃圾土的反复直剪仪,进行了垃圾土的反复剪切实验。通过对比3组不同深度垃圾土样的反复剪切实验数据,总结出垃圾土的反复剪切性质,得出反复剪切的破环强度、峰值强度和残余强度,并根据破环强度值得出垃圾土的c、φ参数。对比国外填埋场失稳反演得出的垃圾土强度,得出以剪切应变ε=10%作为垃圾土强度的取值。     

溶藻放线菌改性制剂对铜绿微囊藻的控藻能力研究

采用喷雾干燥法制备了一种溶藻放线菌粉剂,此粉剂按1∶10 000的质量比投加4 d后对铜绿微囊藻的溶藻效率可达90%,该粉剂经过壳聚糖改性处理后,在1∶20 000的质量投加比下,0.5 h即可絮凝去除90%的藻细胞,4 d后的溶藻效率仍可达80%。由于既能快速絮凝除藻,又能长效溶藻,使得改性溶藻放线菌粉剂具有更为广阔的应用前景。     

活性炭纤维载体生物膜法处理洗车废水研究

为了实现洗车废水的循环使用,进行了以聚丙烯腈基活性炭纤维(PAN-ACF)为生物膜载体处理洗车废水的实验研究。以LAS、COD和NH3-N等指标考察了活性炭纤维生物膜反应器对洗车废水的处理效果。结果表明:在常温下、pH=6.5~7,当进水流量在30 mL/min时,反应器达到最佳运行参数,活性炭纤维载体生物膜法对LAS、COD和NH3-N等的去除率分别达到了97%、80%和60%。出水水质完全达到《生活杂用水水质标准》(CJ/T48-99)中洗车用水主要水质指标的规定。此外,实验表明PAN-ACF作为生物膜载体具有很好的生物亲和性和再生性。     

水力停留时间对阴离子交换膜生物反应器去除硝酸盐的影响

考察了水力停留时间(HRT)对阴离子交换膜生物反应器去除硝酸盐的影响。实验结果表明,当进水NO3-浓度在113.96~116.01 mg/L范围内,HRT从11.12 h降低到4.82 h,硝酸盐去除率降低,但出水中NO3--N浓度符合我国饮用水水质标准中10 mg/L的要求(NO3-浓度≤44.29 mg/L)。厌氧生物反应器具有良好的反硝化性能,出水NO3-浓度低于20 mg/L。硝酸盐膜通量随着HRT的增加而增加,出水pH值稳定在7左右。