Correction model for CO detection in the coal combustion loss process in mines based on GWO-SVM

Accurate detection of CO gas is crucial to the prevention of coal combustion. Tuneable diode laser absorption spectroscopy (TDLAS) is a reliable method for CO detection during coal combustion. The influences of temperature and pressure cause changes in the line strength and linewidth of the index gases’ absorption spectra, leading to sizable measurement errors. To correct the distortion of the CO absorption spectrum caused by temperature and pressure fluctuation, a compensation model based on the grey wolf optimizer–support vector machine (GWO–SVM) was proposed. The results were compared with those of the single SVM, the back propagation neural network (BPNN), and multiple regression analysis (MRA). MRA was revealed to result in the lowest accuracy, which indicated that MRA is not ideal for compensation in TDLAS. The hyperparameter selection of the SVM had the disadvantages of randomness and blindness, which led to instability and large errors. The BPNN achieved better correction in the training stage, but severe overfitting occurred in the testing stage. The modified results revealed that the GWO–SVM model had higher accuracy and stability than the other models. It effectively inhibited the effects of temperature and pressure on the measured concentration and greatly improved the measurement accuracy. The equipment is thus suitable for CO gas detection with the aim to preventing coal combustion loss, and it can be further applied to loss prevention in other process fields.     

Soil-profile distribution of carbon and associated properties in no-till along a precipitation gradient in the central Great Plains

No-till (NT) farming is considered as a potential strategy for sequestering C in the soil. Data on soil-profile distribution of C and related soil properties are, however, limited, particularly for semiarid regions. We assessed soil C pool and soil structural properties such as aggregate stability and strength to 1 m soil depth across three long-term (≥21 year) NT and conventional till (CT) experiments along a precipitation gradient in the central Great Plains of the USA. Tillage systems were in continuous winter wheat (Triticum aestivum L.) on a loam at Hutchinson and winter wheat-sorghum [Sorghum bicolor (L.) Moench]-fallow on silt loams at Hays and Tribune, Kansas. Mean annual precipitation was 889 mm for Hutchinson, 580 mm for Hays, and 440 mm for Tribune. Changes in profile distribution of soil properties were affected by differences in precipitations input among the three sites. At Hutchinson, NT had 1.8 times greater SOC pool than CT in the 0-2.5-cm depth, but CT had 1.5 times greater SOC pool in the 5-20-cm. At Hays, NT had 1.4 times greater SOC pool than CT in the 0-2.5-cm depth. Differences in summed SOC pool for the whole soil profile (0-1 m depth) between NT and CT were not significant at any site. The summed SOC pool with depth between NT and CT were only significant above the 5 cm depth at Hutchinson and 2.5 cm depth at Hays. At Hutchinson, NT stored 3.4 Mg ha⁻¹ more SOC than CT above 5 cm depth. At Hays, NT stored 1.35 Mg ha⁻¹ more SOC than CT above 2.5 cm depth. Moreover, NT management increased mean weight diameter of aggregates (MWDA) by 3 to 4 times for the 0-5-cm depth at Hutchinson and by 1.8 times for the 0-2.5-cm depth at Hays. It also reduced air-dry aggregate tensile strength (TS) for the 0-5-cm depth at Hutchinson and Hays and for the 0-2.5-cm depth at Tribune. The TS (r = −0.73) and MWDA (r = 0.81) near the soil surface were more strongly correlated with SOC concentration at Hutchinson than at Hays and Tribune attributed to differences in precipitation input. Results suggested NT impacts on increasing SOC pool and improving soil structural properties decreased with a decrease in precipitation input. Changes in soil properties were larger at Hutchinson (880 mm of precipitation) than at Hays and Tribune (≤580 mm). While NT management did not increase SOC pool over CT for the whole soil profile, the greater near-surface accumulation of SOC in NT than in CT was critical to the improvement in soil structural properties. Overall, differences in precipitation input among soils appeared to be the dominant factor influencing NT impacts on soil-profile distribution of SOC and soil structural properties in this region.     

MBR和CAS工艺污泥在贫营养培养条件下的微生物群落结构研究

采用聚合酶链式-变性梯度凝胶电泳（PCR-DGGE）技术,研究了膜生物反应器（MBR）和传统活性污泥工艺（CAS）反应器中微生物在贫营养条件下的总细菌群落结构.结果表明,在培养过程中,污泥的微生物种群经历了一个比较明显的变化过程,且以CAS污泥微生物种群的变化更为明显,演替过程中既有原始优势种群的消亡,又有新的优势种群...     

金属TPS蜂窝盖板的热梯度诱导变形计算

建立了蜂窝结构的一维传热模型,给出了其热梯度诱导变形计算公式.同时,计算了某高温合金六角蜂窝结构的热变形,认为在设计金属TPS的蜂窝盖板时,必须考虑其特定服役环境下的热变形.     

不同环境下Anammox工艺脱氮性能及菌群的迁移转化

为提高Anammox菌对各种操作条件的应变能力,扩大该技术在实际工程上的应用范围,对Anammox反应器在不同操作条件下的脱氮性能及其菌群的迁移转化规律进行试验性研究。292 d的实验数据表明,Anammox反应器在充足无机碳源环境、室温环境以及高盐环境下均可高效稳定的运行,且在室温为(23±2)℃、污泥量为22 g-MLSS/L下最高氮负荷达20.5 kg/m3.d,根据DNA结果,此阶段KU2约占反应器内所有菌群的75%,说明此类菌群对低温高负荷条件具有很强的生存性。此外,当进水盐度为30 g/L时,Anammox反应器仍可进行高效脱氮处理,而DNA结果显示,此阶段反应器内KU2所占比例降至36.5%,说明进水中的高盐度对KU2的富集具有消极意义。有关Anammox菌对高盐环境长期适应性及菌群变化的研究尚少,仍需进一步探讨。     

高效液相色谱法测定酚类化合物

根据《水和废水监测分析方法》第4版测定水中酚类化合物,通过不同淋洗梯度试验,对不同淋洗梯度对出峰时间的影响作了探讨。     

Temperature and feed strategy effects on sulfate and organic matter removal in an AnSBB

The objective of this work was to analyze the interaction effects between temperature, feed strategy and COD/[SO(4)(2-)] levels, maintaining the same ratio, on sulfate and organic matter removal efficiency from a synthetic wastewater. This work is thus a continuation of Archilha et al. (2010) who studied the effect of feed strategy at 30 °C using different COD/[SO(4)(2-)] ratios and levels. A 3.7-L anaerobic sequencing batch reactor with recirculation of the liquid phase and which contained immobilized biomass on polyurethane foam (AnSBBR) was used to treat 2.0 L synthetic wastewater in 8 h cycles. The temperatures of 15, 22.5 and 30 °C with two feed strategies were assessed: (a) batch and (b) batch followed by fed-batch. In strategy (a) the reactor was fed in 10 min with 2 L wastewater containing sulfate and carbon sources. In strategy (b) 1.2 L wastewater (containing only the sulfate source) was fed during the first 10 min of the cycle and the remaining 0.8 L (containing only the carbon source) in 240 min. Based on COD/[SO(4)(2-)] = 1 and on the organic matter (0.5 and 1.5 gCOD/L) and sulfate (0.5 and 1.5 gSO(4)(2-)/L) concentrations, the sulfate and organic matter loading rates applied were 1.5 and 4.5 g/L.d, i.e., same COD/[SO(4)(2-)] ratio (=1) but different levels (1.5/1.5 and 4.5/4.5 gCOD/gSO(4)(2-)). When reactor feed was 1.5 gCOD/L.d and 1.5 gSO(4)(2-)/L.d, gradual feeding (strategy b) showed to favor sulfate and organic matter removal in the investigated temperature range, indicating improved utilization of the electron donor for sulfate reduction. Sulfate removal efficiencies were 87.9; 86.3 and 84.4%, and organic matter removal efficiencies 95.2; 86.5 and 80.8% at operation temperatures of 30; 22.5 and 15 °C, respectively. On the other hand, when feeding was 4.5 gCOD/L.d and 4.5 gSO(4)(2-)/L.d, gradual feeding did not favor sulfate removal, indicating that gradual feeding of the electron donor did not improve sulfate reduction.     

低温等离子体技术在三废处理中的应用与研究

对“三废”的低温等离子体处理技术进行了综合分析，探讨了低温等离子体“三废”处理技术的应用前景，提出了低温等离子体技术在环境保护领域里应用的研究课题．     

薄膜扩散梯度技术测量砷的影响因素及其应用

研究了水体中常见无机阴离子和腐植酸对以氧化锆为固定膜的新型薄膜扩散梯度技术(Zr-oxide DGT)测量砷(As)的影响及其在自然地表水体中的应用.结果表明,短期(16h)暴露,SO₄^2-无影响,而HCO₃^-、Cl^-、SiO₃^2-和腐植酸有一定的影响,其忍耐的最高浓度值分别为360mg/L、45g/L、100mg/L和36mg/L.1~4d暴露期间,37~148mg/L的HCO₃^-、1.44~2.88g/L的SO₄^2-、12~24g/L 的Cl^-、8~24mg/L的SiO₃^2-和3~9mg/L的腐植酸均无影响,而高浓度的HCO₃^-(370mg/L)、SO₄^2- (8.64g/L)、Cl^-(72g/L)和腐植酸(27mg/L) 3~4d以及SiO₃^2-(72mg/L) 2~4d的存在明显降低该技术对As的吸收富集,并对As(III)的作用更大.将Zr-oxide DGT技术应用于南京市地表水体,并与传统的主动监测方法进行比较,发现利用Zr-oxide DGT技术测得的溶解态As浓度与传统的主动采样技术测定浓度一致.     

Changes in the cell size of the diatom Cylindrotheca closterium in a hyperhaline pond

Cell length of the diatom Cylindrotheca closterium (Ehr.) Reimann & Lewin was investigated on a fortnightly basis from January to April 2000 in a hyperhaline pond (Sardinia, Mediterranean Sea) and relationships, with changes in temperature, salinity, and nitrite concentrations were assessed using single and multiple regression analyses. Results of our study indicate that C. closterium cell size was inversely related to temperature changes, but that salinity and nitrite concentrations may have a major idiosyncratic effect on cell size variability.