持续提升环境社会检测数据质量工作探讨

分析了我国社会环境检测机构发展现状,指出由于政府监管体系尚不完善、环境监测服务市场低价竞争、社会环境检测机构缺乏社会责任意识以及环境监测专业技术人员缺乏等因素,环境社会检测数据质量无法得到保证。提出,进一步完善政府监督管理制度、健全环境监测行业自律约束机制、提升环境监测人员能力水平、规范信息公开范围4方面的社会环境检测机构监管工作建议,从而持续提升环境社会检测数据质量。     

环境监测自动监测系统信息共享技术研究

针对我国环境监测现状,分析了当前各地监测系统存在的环境监测信息综合处理困难及信息交换障碍等问题,结合国家不同层次对环境监测数据的需求及侧重点,分析了实现环境监测数据共享存在的问题,给出了信息共享元数据内容,介绍了科技部项目主要功能和设计方法及思路。最后对环境监测信息共享技术发展提出了自已的观点。     

多参数环境自动监测数据采集传输装置研究

为加强环境自动监测系统的建设,提供了一个支持多种类型现场信息宽接入的信息采集、支持有线和无线信息传输的开放式在线数据采集传输装置.装置用标准化的工控机作为控制核心,具备模拟信号、LonWorks信号、视频信号、RS-485信号输入接口,网络通信和GPRS远程通信方式,采用Windows操作系统和数据库技术,应用方便灵活,有助于提供有效、客观的现场环境信息,实现环境自动监测与管理.     

江苏省环境空气质量自动监测数采平台的集成方案

对江苏省环境空气质量自动监测的数采平台现状进行了分析，并就省控中心统一软件采集中心站数据平台，省控中心统一软件采集子站数据平台，以及省控中心统一子站数采软、硬件平台方案进行了比较，指出为实现对全省各子站数据的有效质量管理，省环境空气质量自动监测平台的集成必须实现从子站直接采集原始分析数据，而要实现真正意义上的空气监测子站广域网连接，应由目前的省控中心统一软件采集子站数据的平台向省控制中心统一子站数采软、硬件平台过渡。     

道路交通安全知识提取方法及其递进式模型的研究

道路交通数据资源日益膨胀和复杂化 ,已经远远超出了人脑的记忆和分析能力。面对道路交通的海量数据 ,传统运用的DBMS和OLTP技术 ,已无法发现隐藏在数据背后的关系、规则和发展趋势等新的内容、知识和信息。因此 ,建立基于DMKD的智能道路交通安全决策支持系统是相关部门急需解决的重大课题。笔者重点介绍了数据挖掘、知识发现的概念 ,提出了基于DW +OLAP +DMKD的道路交通安全决策支持系统 ,通过道路交通系统的要素分析 ,介绍了一种面向属性的粗糙集方法提取规则 ,并阐述了一种递进式规则评价提炼过程。     

数据采集在火焰闪烁频率的测量研究及分析中的应用

当可燃物燃烧时,产生的火焰通常具有一定的闪烁频率,并且每种可燃物都具有个自固定的闪烁频率,这种频率在火灾的危险度评估和火灾的监控中具有重要的研究价值.为了测量这些可燃物的火焰的闪烁频率,我们设计了数据采集系统,用多种可燃材料进行了大量的实验,研究了算法.经过处理和分析,得出了火焰闪烁频率分布在3-25Hz之间,主要频率在7-12Hz范围内,并且火焰闪烁频率与火焰大小和距红外接收器件的距离无关.基于以上结论,可以认为将火焰的闪烁频率作为判断火灾是否发生的判据是完全可以的.     

A two-stage ensemble Kalman filter for smooth data assimilation

The ensemble Kalman Filter (EnKF) applied to a simple fire propagation model by a nonlinear convection-diffusion-reaction partial differential equation breaks down because the EnKF creates nonphysical ensemble members with large gradients. A modification of the EnKF is proposed by adding a regularization term that penalizes large gradients. The method is implemented by applying the EnKF formulas twice, with the regularization term as another observation. The regularization step is also interpreted as a shrinkage of the prior distribution. Numerical results are given to illustrate success of the new method.     

Development of fire risk visualization tool based on heat map

At present, relatively few tools are able to visualize regional fire risks both dynamically and efficiently. As a general method of density clustering and visualization, heat maps can be used to analyze the spatial distribution characteristics of fire risks. In this study, based on combining a transformed sigmoid function with a heat map method, a transformed sigmoid risk model (TSRM) was proposed. A numerical mapping method between fire risk values and colors was established based on an RGB color model. By using HTML 5 and JavaScript, a fire risk visualization tool (FRVT) was developed based on the TSRM. Baidu Map was used as the geographic information system engine for the FRVT by calling its JavaScript application program interface. To validate the TSRM and FRVT with case studies, 16,448 historical fires from 2013 to 2017 in Changsha, China, were gathered and visualized. The visualization results indicated that the high-risk areas were mainly distributed in urban areas, and that the medium-risk and low-risk areas were primarily distributed in rural areas. The FRVT can also be applied to visualize and analyze process-related fire risks from a regional perspective. In further research, it will be important to update the FRVT, e.g., to visualize the fire risks posed by the transportation of hazardous materials.     

Fluid bed gasification – Plasma converter process generating energy from solid waste: Experimental assessment of sulphur species

Often perceived as a Cinderella material, there is growing appreciation for solid waste as a renewable content thermal process feed. Nonetheless, research on solid waste gasification and sulphur mechanisms in particular is lacking. This paper presents results from two related experiments on a novel two stage gasification process, at demonstration scale, using a sulphur-enriched wood pellet feed.Notable SO₂ and relatively low COS levels (before gas cleaning) were interesting features of the trials, and not normally expected under reducing gasification conditions. Analysis suggests that localised oxygen rich regions within the fluid bed played a role in SO₂’s generation. The response of COS to sulphur in the feed was quite prompt, whereas SO₂ was more delayed. It is proposed that the bed material sequestered sulphur from the feed, later aiding SO₂ generation. The more reducing gas phase regions above the bed would have facilitated COS – hence its faster response. These results provide a useful insight, with further analysis on a suite of performed experiments underway, along with thermodynamic modelling.