Application of artificial neural network method to predict the breakage properties of PGE bearing chromite ore

In the present investigation, systematic grinding experiments were conducted in a laboratory ball mill to determine the breakage properties of low-grade PGE bearing chromite ore. The population balance modeling technique was used to study the breakage parameters such as primary breakage distribution (B_{i, j}) and the specific rates of breakage (S_i). The breakage and selection function values were determined for six feed sizes. The results stated that the breakage follows the first-order grinding kinetics for all the feed sizes. It was observed that the coarser feed sizes exhibit higher selection function values than the finer feed size. Further, an artificial neural network was used to predict breakage characteristics of low-grade PGE bearing chromite ore. The predicted results obtained from the neural network modeling were close to the experimental results with a correlation of determination R² = 0.99 for both product size and selection function.     

论携号转网行为的私法规制

以电信用户入网协议为切入点,电信用户的携号转网行为应受到《合同法》《消费者权益保护法》等私法规范的保护与限制。该行为引起的格式条款解释、合同终止、违约责任、损失赔偿等问题,不能仅靠《电信条例》等公法规范来调整。应当积极引导广大消费者用户以私法领域相关规定为依据,转变争议解决思维,拓宽纠纷处理途径,合理选择维权手段,以保护自身合法民事权益,与行业监管部门共同推动电信行业有序发展。     

瞬变电磁井间勘探的全空间几何因子

井间是剩余油的主要分布区域,为探测井间剩余油,提高采收率,提出了基于全空间几何因子的瞬变电磁井间勘探方法。在本井使用线圈发射、邻井使用线圈接收,根据瞬变电磁场理论,在阶跃信号的激励下发射线圈在地层中激发出沿圆周方向的闭合瞬变电场,该电场在导电地层中产生与地层电导率呈正比的涡流。由Doll地层环模型可知,地层中的涡流在空间任意点激发得到与地层电导率成正比的二次场响应信号(有用信号),并可表示为空间各点电导率的加权平均值,其权重即为井间瞬变电磁勘探的全空间几何因子;全空间几何因子集中分布在发射线圈和接收线圈附近,其它区域分布较少,在发射线圈和接收线圈两侧呈现不同的极性;对瞬变电磁响应与地层电导率、井间距和源距的变化规律研究可知,瞬变电磁井间勘探有用信号随着地层电导率的增大而增大,随着井间距的增加单调减小,在发射线圈和接收线圈处于同一深度时该响应信号幅度最大。     

How does time spent on WeChat bolster subjective well-being through social integration and social capital?

Although WeChat has recently spawned significant resolutions in technology-mediated social contact and interpersonal communication, the research regarding the social and psychological impacts of the newly emerging technology is relatively few. The primary purpose of the current empirical research is to unearth whether and how WeChat interaction could enhance overseas students’ sense of subjective well-being by concentrating on social integration, bridging relationships, and bonding relationships. Using web-based data of 228 Chinese subjects, the obtained results reveal that the time spent on WeChat significantly and directly impacts users’ subjective well-being. Additionally, the findings demonstrate that social integration, bridging relationships, bonding relationships are all significant predictors to subjective well-being. Furthermore, the perceptions of social integration and social capital could play the crucial mediating roles in the connection between WeChat use and the dependent variable of subjective well-being. Therefore, these outcomes may shed light on a more nuanced comprehending of the influence of the new social media interaction on sojourner’s social adaption and overall life quality in the digital age.     

市售婴幼儿米粉中克罗诺杆菌的分子分型和耐药分析

为了解婴幼儿配方米粉中克罗诺杆菌的污染情况、分子分型特征及耐药性情况，采集广西区内市售6个厂家和品牌不同配方的婴幼儿米粉进行克罗诺杆菌分离及fusA基因的扩增、测序和MLST数据库比对分析。并应用脉冲场凝胶电泳（PFGE）对菌株进行分型鉴定及微量肉汤稀释法测定分离株对8种常见抗生素的最小抑菌浓度（Minimal Inhibitory Concentrations，MICs）。采集的268份婴幼儿米粉共分离到32株克罗诺杆菌，检出率为11.94%，菌株鉴定结果显示32株分离株包括22株C.sakazakii、6株C.malonaticus、3株C.dublinensis和1株C.muytjensii。不同添加成分的婴幼儿配方米粉污染情况差异明显，其中添加淮莲和果蔬的米粉污染率最高为17.78%和15.38%。PFGE分析显示32个菌株共分成32种不同的分子型，相似度为61.20%~92.30%，所有分离株对环丙沙星、庆大霉素和头孢噻肟都敏感，部分菌株（6.25%~43.75%）对氯霉素、四环素、甲氧苄啶/磺胺甲基异恶唑、头孢西丁和萘啶酸表现为中等敏感，有2个菌株对氯霉素表现为抗性。结果表明市售婴幼儿配方米粉中存在一定的克罗诺杆菌污染，尤其是添加营养成分的米粉。婴幼儿配方米粉中克罗诺杆菌污染来源广泛，部分菌株对一些抗菌药表现为中等敏感甚至是抗性，提示克罗诺杆菌对抗菌药的敏感性呈现减弱的趋势。     

公路治超必须从动态称重抓起

公路治超事业与动态称重事业是一对相互依存的共同体,治超离不开动态称重,动态称重也离不开治超事业。在"四个一流"公路治超体系建设的同时,与公路治超同呼吸共命运的动态称重技术也取得了很大发展,已经完成了由轴载荷计重模式向整车称重模式的转化,新技术已经具备高准确度、高稳定性、高通行率等特征,能够适应公路现场应用,计量结果完全不受车辆不规则驾驶的影响,精准可靠。公路治超事业需要准确的称重技术,动态称重技术需要公路治超的舞台,"四个一流"的公路治超信息化体系建设更离不开一流的动态称重技术。     

天然橡胶期货市场回顾及后市展望

2019年天然橡胶期货市场起起落落,沪胶价格继续低位震荡。2020年天然橡胶供大于求的局面仍不会发生根本性改变,由极端天气引发的天然橡胶市场行情变动可能会减小,汽车行业可能会在政策支持下再次振兴,尤其重型卡车市场会成为亮点,轮胎企业继续寻求扩大出口。2020年上半年,天然橡胶期货市场可能还会受到2019年异常天气和病害等的余波作用,胶价会达到一个相对的高点,价格底部抬升,但很难出现持续性上涨的市场行情。2020年下半年,随着天然橡胶产量的季节性增长,胶价可能会再次回落。     

煤田地震勘探中多井组合爆炸法浅析

地震勘探中炸药作为激发震源的激发条件多样,采用有效的震源激发方式,才能取得高信噪比的地震原始数据。本文依据有关爆破原理,理论结合实践经验,提出在厚黄土区采用多井组合的激发方式,能有效压制噪声,增强性噪比,提高数据质量。     

抽水蓄能电站施工现场安全文明施工三维策划应用研究

基于电网安全对稳定经济运行的重要作用,国家大力推进抽水蓄能电站的建设,"十三五"期间,将进入抽水蓄能电站建设高峰期,抽水蓄能电站施工现场点多面广,基建安全形势严峻,施工现场的安全是工程管理的核心因素[1].为了提升现场安全文明施工管理水平,其核心在于施工现场安全文明施工策划,策划的水平和可操作性决定了建筑施工过程中的安全管理的成效,而行之有效的策划应用模式成为关键.本文结合山东文登抽水蓄能电站安全文明施工三维策划管理及三维策划系统应用,解决了现有安全文明施工策划、现场安全布置、安全设施标准化等环节的局限性及不足,实现了策划的高效快捷、效果直观真切,探索出了安全文明施工策划应用的新途径.