基于入口NOx质量浓度修正的脱硝系统多模型预测控制策略及其应用案例

建立不同锅炉工况下基于欧式距离聚类的总给煤量长短期记忆神经网络预测模型,对入口处的NO_x质量浓度数据进行修正,其验证集上的均方根误差为3.53 mg·m^-3。该结果优于常见的回归方法深度神经网络与随机森林回归的预测结果。以此为基础,研究了基于入口NO_x质量浓度修正的多模型预测控制(MMPC),设计并进行了脱硝系统仿真。仿真结果表明,与原有控制条件相比,基于入口NO_x质量浓度修正的MMPC策略使脱硝系统出口NO_x质量浓度波动幅度减小了63.7%,并能满足出口质量浓度指标为40 mg·m^-3时的控制要求,实现卡边控制。现场工程应用结果表明：在高、中、低负荷正常运行的工况条件下,入口修正-MMPC策略可将出口NO_x质量浓度波动分别控制在±10.6 mg·m⁻³、±5.5 mg·m⁻³、±4.9 mg·m⁻³,以标准差来衡量波动幅度即分别减小了53.4%、74.7%、64.6%,此控制水平优于原有控制效果;在出口NO_x质量浓度易超标并出现高浓度氨逃逸的快速变负荷工况下,升、降负荷出口NO_x质量浓度波动分别控制在±6 mg·m⁻³、±5 mg·m⁻³,此控制水平仍优于原有控制效果。本研究的入口修正-MMPC控制策略可实现不同负荷、工况下的喷氨控制,减小出口NO_x波动幅度,降低后续设备低温腐蚀的风险,从而提高SNCR/SCR联合脱硝系统运行的经济性和安全性。     

沉淀-电解氧化法处理高铁氰化废水

采用沉淀-电解氧化联合技术处理高铁氰化提金废水,重点考察了沉淀剂添加量、沉淀时间、温度、电解电压、电解时间等因素对总氰、游离氰和铁氰络合物去除率的影响。结果表明,随着CuCl₂加入量的增大,氰化废水中各主要离子的沉淀率逐步增加。常温下向100 mL含氰废水中加入3.0 g CuCl₂并搅拌40 min后,总氰(CN_T)、CN⁻、Fe离子的去除率分别可达到95.29%、98.00%与100%。以钛板为阴阳极,采用一阴两阳体系对沉淀后液进行电解氧化实验,当电压为6 V、极间距为15 mm、电解时间为5 h、初始浓度为60%的条件下,CN_T和CN⁻的去除率最高可达到99.76%和99.90%。XRD分析表明,沉淀过程中铜氰、铁氰络合离子的去除主要归因于CuCN、Cu₂Fe(CN)₆、CuSCN等沉淀的形成。电解氧化过程中随着外加电压与氯离子浓度的增大,废水中残存的游离氰与金属氰络合离子的去除率逐渐增加,这主要是阳极反应产生的Cl₂/ClO⁻等强氧化剂作用的结果。以上研究结果可为高铁氰化提金废水的综合处理提供参考。     

Delayed association of acute particulate matter 2.5 air pollution exposure with loss of complexity in cardiac rhythm dynamics: insight from detrended fluctuation analysis

Environmental Science and Pollution Research - There is a delayed (lag 1 to 2 days) correlation between acute PM 2.5 (particulate matter <?2.5 μm in aerodynamic...     

Salinity and nutrient modulate soil bacterial communities in the coastal wetland of the Yellow River Delta,China

The Yellow River Delta is the largest and youngest estuarine and coastal wetland in China and is experiencing the most active interactions of seawater and freshwater in the world. Bacteria played multifaceted influence on soil biogeochemical processes, and it was necessary to investigate the intermodulation between the soil factors and bacterial communities. Soil samples were collected at sites with different salinity degree, vegetations, and interference. The sequences of bacilli were tested using 16S rRNA sequencing method and operational taxonomic units were classified with 97% similarity. The soil was highly salinized and oligotrophic, and the wetland was nitrogen-restricted. Redundancy analysis suggested that factors related with seawater erosion were principal to drive the changes of soil bacterial communities and then the nutrient level and human disturbance. A broader implication was that, in the early succession stages of the coastal ecosystem, seawater erosion was the key driver of the variations of marine oligotrophic bacterial communities, while the increasing nutrient availability may enhance in the abundance of the riverine copiotrophs in the late stages. This study provided new insights on the characteristics of soil bacterial communities in estuarine and coastal wetlands.

     

Indoor and outdoor air quality investigation at schools in Hong Kong

Five classrooms in Hong Kong (HK), air-conditioned or ceiling fans ventilated, were chosen for investigation of indoor and outdoor air quality. Parameters such as temperature, relative humidity (RH), carbon dioxide (CO2), sulphur dioxide (SO2), nitric oxide (NO), nitrogen dioxide (NO2), respirable particulate matter (PM10), formaldehyde (HCHO), and total bacteria counts were monitored indoors and outdoors simultaneously. The average respirable particulate matter concentrations were higher than the HK Objective, and the maximum indoor PM10 level exceeded 1000 microg/m3. Indoor CO2 concentrations often exceeded 1000 microl/l in air-conditioning and ceiling fan classrooms, indicating inadequate ventilation. Maximum indoor CO2 level reached 5900 microl/l during class at the classroom with cooling tower ventilation. Increasing the rate of ventilation or implementation of breaks between classes is recommended to alleviate the high CO2 level. Other pollution parameters measured in this study complied with the standards. The two most important classroom air quality problems in Hong Kong were PM10 and CO2 levels.     

Comparison of particulate mass, chemical species for urban, suburban and rural areas in central Taiwan, Taichung

Aerosol samples for PM2.5, PM(2.5-10) and TSP were collected from June to September 1998 and from February to March 1999 in central Taiwan. Ion chromatography was used to analyze the acidic anions: sulfate, nitrate and chloride in the Universal samples. The ratios of fine particle concentrations to coarse particle concentrations displayed that the fine particle concentrations are almost greater than that of coarse particle concentrations in Taichung area. The average concentrations of PM2.5, PM(2.5-10) and TSP in urban sites are higher than in suburban and rural sites at both daytime and night-time. Chloride dominated in the coarse mode in daytime and in fine mode in night-time. Nitrate can be found in both the coarse and fine modes. Sulfate dominated in fine mode in both daytime and night-time.     

Status of water use and potential of rainwater harvesting for replacing centralized supply system in remote mountainous areas: a case study

Environmental Science and Pollution Research - The failure of the centralized water supply system forced XY community to become more dependent on uncertain and unstable water sources. The results...     

Insight into the dynamic microbial community and core bacteria in composting from different sources by advanced bioinformatics methods

Microbial communities are important for high composting efficiency and good quality composts. This study was conducted to compare the changes of physicochemical and bacterial characteristics in composting from different raw materials, including chicken manure (CM), duck manure (DM), sheep manure (SM), food waste (FW), and vegetable waste (VW). The role and interactions of core bacteria and their contribution to maturity in diverse composts were analyzed by advanced bioinformatics methods combined sequencing with co-occurrence network and structural equation modeling (SEM). Results indicated that there were obviously different bacterial composition and diversity in composting from diverse sources. FW had a low pH and different physiochemical characteristics compared to other composts but they all achieved similar maturity products. Redundancy analysis suggested total organic carbon, phosphorus, and temperature governed the composition of microbial species but key factors were different in diverse composts. Network analysis showed completely different interactions of core bacterial community from diverse composts but Thermobifida was the ubiquitous core bacteria in composting bacterial network. Sphaerobacter and Lactobacillus as core genus were presented in the starting mesophilic and thermophilic phases of composting from manure (CM, DM, SM) and municipal solid waste (FW, VW), respectively. SEM indicated core bacteria had the positive, direct, and the biggest (>?80%) effects on composting maturity. Therefore, this study presents theoretical basis to identify and enhance the core bacteria for improving full-scale composting efficiency facing more and more organic wastes.

     

絮凝-电解氧化联合处理氰化提金废水

采用絮凝-电解氧化联合技术处理氰化废水,主要研究了聚硅酸铝铁 (PSAF) 添加量、絮凝时间、pH、电压、电解时间、极板间距对总氰(CN_T)、游离氰(CN⁻)、Cu、Zn离子去除率的影响,并对其反应机制做了分析。研究表明,当PSAF添加量为2 g·L⁻¹,絮凝时间为30 min,pH为9条件下,CN_T、CN⁻、Zn、Cu离子的去除率分别可达42.97%、100%、84.40%、34.88%。Zn(CN)₄²⁻、Cu(CN)₃²⁻、CN⁻的吸附量分别为567.88、89.76、439.74 mg·L⁻¹。以钛板为阴极,石墨板为阳极,采用一阴两阳体系对絮凝后液进行电解氧化实验,在电压为3 V、电解时间为2 h、极板间距为10 mm条件下,CN_T、CN⁻、Zn、Cu离子的去除率可达91.70%、100%、99.15%、94.49%。絮凝过程中Zn(CN)₄²⁻、Cu(CN)₃²⁻、CN⁻的去除是由电荷中和和化学吸附共同作用的,其中电荷中和起主要作用。Zn(CN)₄²⁻、Cu(CN)₃²⁻、CN^-的化学吸附主要归因于其与PSAF水解产生的羟基阳离子发生交换反应。XRD分析表明,加入酸性絮凝剂PSAF的瞬间,部分Zn(CN)₄^2-反应为Zn(CN)₂沉淀。电解氧化过程中Zn(CN)₄²⁻、Cu(CN)₃²⁻破络释放的氰根会被阳极表面产生的O₂、·OH完全氧化为N₂和CO₂,Zn、Cu离子在阴极板电沉积而被去除。     

基于碳源储存的污水生物脱氮除磷效率及污水处理系统延伸成本分析

以我国北方某改良型A²/O工艺 (设计规模6×10⁴ m³·d⁻¹) 为例,基于一年的运行数据,考察碳源储存与生物脱氮除磷能力之间的关系,分析碳源利用效率和能耗情况。结果表明：在7—9月,系统碳源的综合利用效率为53%~55%,这说明消耗的碳源中超过50%比例用于生物脱氮除磷;反硝化菌较聚磷菌对环境的变化更敏感;外加碳源的延伸成本占直接成本的20.5%。因此,污水处理厂应充分考虑进出水水质及环境条件变化对碳源有效利用的影响。本研究结果可为减污降碳协同增效背景下城市污水处理厂A²/O工艺及其他常规工艺的优化调控提供参考。