SND生物脱氮过程N_2O的产生与关键酶及其活性

废水生物脱氮是目前水处理中重要的去除含氮废水的方法。随着国内外学者的深入研究,一些新型的生物脱氮工艺被开发和应用到污水处理中,从而经济高效地去除废水中的含氮污染物,达到国家的排放标准。同步硝化反硝化(SND)是具有发展潜力的新型脱氮工艺,但在运行过程中不可避免地会产生N2O。N2O是最重要的三种温室气体之一,其温室效应约为CO2的300倍。因此,在注重SND的脱氮效率的同时,也应该关注其产生的气态物对大气环境的影响。文章阐述了SND脱氮过程中N2O产生的机理及相关酶,并分析了SND工艺过程中主要影响N2O释放量的工艺因素。     

基于Q-learning的不确定环境BDI Agent最优策略规划研究

BDI模型能够很好地解决在特定环境下的Agent的推理和决策问题,但在动态和不确定环境下缺少决策和学习的能力。强化学习解决了Agent在未知环境下的决策问题,却缺少BDI模型中的规则描述和逻辑推理。针对BDI在未知和动态环境下的策略规划问题,提出基于强化学习Q-learning算法来实现BDI Agent学习和规划的方法,并针对BDI的实现模型ASL的决策机制做出了改进,最后在ASL的仿真平台Jason上建立了迷宫的仿真,仿真实验表明,在加入Q-learning学习机制后的新的ASL系统中,Agent在不确定环境下依然可以完成任务。     

基于方向梯度直方图属性空间的局部放电模式识别改进算法

该文提出一种基于方向梯度直方图(HOG)属性空间的局部放电模式识别改进算法,旨在提高特征对样本信息的概括能力,并克服分类器对高维特征的识别局限.首先,构造局部放电脉冲序列分布(PRPS)模式作为识别依据,利用局部细分叠加窗口滑移的迭代算法自动化构建PRPS图像的HOG属性空间;然后,通过线性变换协方差矩阵的方式重构HOG属性空间,使其满足相互独立性;接着,根据属性重要性重新排列空间后,依次增加输入朴素贝叶斯分类器的属性个数,基于分类精度搜索最佳属性子集;最后,按照归约属性的相对重要性进行加权,最终设计出HOG属性选择加权朴素贝叶斯分类器.大量样本测试结果证明,此算法能够达到很高的识别精度,对传统识别算法的优化效果明显,有较好的应用价值.     

Dandelion-Like Bi2S3/rGO hierarchical microspheres as high-performance anodes for potassium-ion and half/full sodium-ion batteries

Sodium-ion batteries (SIBs) and potassium-ion batteries (PIBs) have been considered as attractive alternatives for next-generation battery systems, which have promising application potential due to their earth abundance of potassium and sodium, high capacity and suitable working potential, however, the design and application of bi-functional high-performance anode still remain a great challenge up to date. Bismuth sulfide is suitable as anode owing to its unique laminar structure with relatively large interlayer distance to accommodate larger radius ions, high theoretical capacity and high volumetric capacity etc. In this study, dandelion-like Bi₂S₃/rGO hierarchical microspheres as anode material for PIBs displayed reversible capacity, and 206.91 mAh·g⁻¹ could be remained after 1,200 cycles at a current density of 100 mA·g⁻¹. When applied as anode materials for SIBs, 300 mAh·g⁻¹ could be retained after 300 cycles at 2 A·g⁻¹ and its initial Coulombic efficiency is as high as 97.43%. Even at high current density of 10 A·g⁻¹, 120.3 mAh·g⁻¹ could be preserved after 3,400 cycles. The Na₃V₂(PO₄)₃@rGO//Bi₂S₃/rGO sodium ion full cells were successfully assembled which displays stable performance after 60 cycles at 100 mA·g⁻¹. The above results demonstrate that Bi₂S₃/rGO has application potential as high performance bi-functional anode for PIBs and SIBs.

     

CPAS: the UK’s national machine learning-based hospital capacity planning system for COVID-19

Machine Learning - The coronavirus disease 2019 (COVID-19) global pandemic poses the threat of overwhelming healthcare systems with unprecedented demands for intensive care resources. Managing...     

基于LabVIEW的甲烷产气量自动测量系统设计

针对实验室现有的厌氧发酵装置产气测量存在费时费力、人眼读数误差较大、自动化程度低等问题,设计一种基于LabVIEW的甲烷产气量自动测量系统。提出采用排水法与称重计量法结合的测量方法,以实现产气量自动测量。称重传感器获取发酵甲烷产气排水后得到水的质量,经换算得到排水体积即甲烷产气体积。利用LabVIEW编写软件平台,采用NI USB-6251数据采集卡对发酵过程中的关键参数如甲烷产气量、温度和pH值进行实时采集、处理、显示及存储,同时控制夹管阀和蠕动泵实现自动补充排水液的功能。利用微量注射器对自动测量系统开展性能验证实验。试验结果表明:该装置的测量平均相对误差最大值为1.10%。该系统可以满足发酵实验对甲烷气体的测量需求,不仅能够提高自动化水平还可以提高测量准确性。     

Significant Role of Al in Ternary Layered Double Hydroxides for Enhancing Electrochemical Performance of Flexible Asymmetric Supercapacitor

The Al effect on the electrochemical properties of layered double hydroxides (LDHs) is not properly probed, although it is demonstrated to notably promote the capacitive behavior of LDHs. Herein, ternary NiCo₂Al_x layered double hydroxides with varying levels of Al stoichiometry are purposely developed, grown directly on mechanically flexible and electrically conducting carbon cloth (CC@NiCo₂Al_x‐LDH). Al plays a significant role in determining the structure, morphology, and electrochemical behavior of NiCo₂Al_x‐LDHs. At an increasing level of Al in NiCo₂Al_x‐LDHs, there is a steady evolution from 1D nanowire to 2D nanosheets. The CC@NiCo₂Al‐LDH at an appropriate level of Al and with the nanowire–nanosheet mixed morphology exhibits both significantly enhanced electrochemical performance and excellent structural stability, with about a 2.3‐fold capacitance of NiCo₂‐OH. When applied as the anode in a flexible asymmetric supercapacitor (ASC), the CC@NiCo₂Al‐LDH gives rise to a remarkable energy density of 44 Wh kg^?1 at the power density of 462 W kg^?1, together with remarkable cyclic stability with 91.2% capacitance retention over 15 000 charge–discharge cycles. The present study demonstrates a new pathway to significantly improve the electrochemical performance and stability of transition metal LDHs, which are otherwise unstable in structure and poorly performing in both rate and cycling capability.     

轧机垂直系统动力学参数辨识

 针对轧机垂直系统动力学参数可信度不足等问题，提出一种基于实测数据的改进粒子群算法辨识轧机垂直系统动力学参数的方法。首先,将轧机垂直系统刚度和阻尼考虑成达芬振子和范德波尔振子，构建轧机垂直系统非线性动力学模型，并对粒子群算法进行改进；然后，通过数值仿真算例辨识得到系统在感染噪声和不含噪声时的动力学参数，验证了该算法的有效性；最后，以现场某轧机垂直系统为研究对象，基于现场实测数据，应用该算法进行辨识，得到了轧机垂直系统动力学参数估计，通过实测位移、速度和加速度信号分别与辨识后的位移、速度和加速度信号进行对比，证明该方法辨识轧机垂直系统动力学参数结果可靠，具有一定的工程应用价值。     

PLC与SEW多轴伺服驱动总线集成在玻璃生产线控中的应用

本文介绍了一种将西门子PLC与SEW多轴伺服驱动通过PROFINET总线组合集成的一套玻璃生产线线控系统的应用方案。