反渗透抗污染膜在污水回用上的工艺研究

利用城市污水处理厂达标排放水为源水,经过生化塔-两级过滤-反渗透系统处理后,产水水质达到了电厂循环冷却水的水质标准,成功的取代了自来水.VONTRON公司的抗污染反渗透膜FR11-8040在系统中经过两年的运行表现出很好的稳定性,系统的回收率总体保持在70%左右,系统脱盐率在99%左右.     

猪源性CTLA4Ig基因重组腺病毒载体的构建及鉴定

目的 为进行基因转移阻断T细胞共刺激通路诱导异种胰岛细胞移植免疫耐受的研究,构建携带猪源性CTLA4Ig融合基因的重组腺病毒载体.方法 分离猪外周血单个核细胞,经RT-PCR扩增pCTLA4胞外段基因.将PCR产物克隆入pGH IgG,阳性克隆以双酶切及测序鉴定.将目的融合基因pCTLA4Ig克隆人腺病毒穿梭载体pSh...     

Flow injection chemiluminescence determination of loxoprofen and naproxen with the acidic permanganate-sulfite system

A novel flow injection chemiluminescence（CL）method for the determination of loxoprofen and naproxen was proposed based on the CL system of KMnO4 and Na2SO3 in acid media.The CL intensity of KMnO4-Na2SO3 was greatly enhanced in the presence of loxoprofen a     

合成道路谱在四通道整车道路模拟试验中的应用

介绍了一种基于路面不平度输入的合成道路谱生成方法,以某款车为例,分析了合成道路谱在四通道整车道路模拟试验台上的模拟质量。试验结果表明,对垂直载荷敏感的通道模拟精度良好,大部分相对载荷为0.5~2.0,与实际载荷测量的波动范围一致。合成道路谱可作为四通道的垂直载荷激励,能够对整车车身和内、外饰件等零部件进行快速质量评价。     

珠三角腹地软基十字板与静探试验成果的相关性研究

在原位十字板与静探数据的相关性分析中,考虑研究范围内土体强度可分别由两种测试数据独立线性表达,找出两种试验指标的等式,将试验参数综合考虑,建立多元线性回归方程,通过大量试验数据并借助数学软件对回归方程进行求解。通过实例分析,验证两种试验关系的准确性,为今后的勘察与研究提供参考和新的方法。     

隧道超前地质预报对传感器预埋位置确定的应用

结合高速公路科研实际情况,利用地质雷达对隧道围岩情况作出超前地质预报,精确判断围岩结构、状态、类别等,对预埋传感器位置和类型选择进行精确指导,实现合理科学的实时监测围岩位移、温度、应力等各种参数的变化。     

斜拉桥换索设计研究

以一座斜拉桥的换索工程为背景,设计了两种换索方案,分别对两种方案做了换索过程分析。通过将所得到的计算结果进行比较,选择合理的换索方案。     

A hybrid machine learning model for short-term estimated time of arrival prediction in terminal manoeuvring area

4D trajectory prediction is the core element of future air transportation system, which is intended to improve the operational ability and the predictability of air traffic. In this paper, we introduce a novel hybrid model to address the short-term trajectory prediction problem in Terminal Manoeuvring Area (TMA) by application of machine learning methods. The proposed model consists of two parts: clustering-based preprocessing and Multi-Cells Neural Network (MCNN)-based prediction. Firstly, in the preprocessing part, after data cleaning, filtering and data re-sampling, we applied principal Component Analysis (PCA) to reduce the dimension of trajectory vector variable. Then, the trajectories are clustered into several patterns by clustering algorithm. Using nested cross validation, MCNN model is trained to find out the appropriate prediction model of Estimated Time of Arrival (ETA) for each individual cluster cell. Finally, the predicted ETA for each new flight is generated in different cluster cells classified by decision trees. To assess the performance of MCNN model, the Multiple Linear Regression (MLR) model is proposed as the comparison learning model, and K-means++ and DBSCAN are proposed as two comparison clustering models in preprocessing part. With real 4D trajectory data in Beijing TMA, experimental results demonstrate that our proposed model MCNN with DBSCAN in preprocessing is the most effective and robust hybrid machine learning model, both in trajectory clustering and short-term 4D trajectory prediction. In addition, it can make an accurate trajectory prediction in terms of Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE) with regards to comparison models.     

工程造价实行"三控"制度的探讨

对工程项目的规划、设计、施工等阶段影响工程造价的因素,进行了分析;对工程项目各阶段实行工程造价控制的主要措施,进行了初步探讨。     

物流园区建设序列的多阶段多指标决策模型

针对物流园区建设序列问题的多阶段多指标决策和投资优化实质,本文以熵权和理想解法为基础,结合Delphi 法和0-1型整数规划,提出了一个物流园区建设序列的多阶段多指标决策模型,比较好地解决了物流园区建设序列决策中多阶段多指标评价问题和投资优化问题。