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.     

恒能量同步荧光光谱法测定水体中多环芳烃

建立了胶束溶液中多环芳烃混合物同时测定的恒能量同步荧光分析法,方法简便快速,无需对混合物进行分离,就可实现11种组分的同时鉴别和定量测定,方法的检出限在1.3×10-11～4×10-9g/mL,标准偏差为1.03～1.73,方法应用于分析河水样、污水样中的多环芳烃的效果良好,回收率分别为77.88%～120.13%、6...     

粉煤灰对废水中的石油样品的吸附去除

用紫外分光光度法分析经粉煤灰处理后含油废水中的油样含量。考察了pH值,粉煤灰使用量,接触时间,废水中油样的初始浓度,温度等因素对粉煤灰除油率的影响。结果表明：用石油醚溶解的油样紫外光最佳吸收波长为272．5nm;中性条件下,粉煤灰对废水中的油样有较好的去除率;粉煤灰使用量增大、接触时间增加、温度升高有利于粉煤灰对油样的吸附去除;废水中油样含量越高,粉煤灰对其去除率越低。     

7A04铝合金在周浸试验中的腐蚀行为研究

采用周期浸泡的腐蚀试验方法,并通过电化学阻抗谱(EIS)、扫描电子显微镜(SEM)等检测技术,研究了7A04铝合金的腐蚀行为和腐蚀机理.结果表明,7A04铝合金的腐蚀动力学符合幂函数规律,其腐蚀历程为由点蚀经短暂的晶间腐蚀后快速发展为剥蚀,EIS由高中频3个容抗弧和低频收缩的感抗弧组成.     

Acid Blue 25 adsorption on base treated Shorea dasyphylla sawdust: Kinetic, isotherm, thermodynamic and spectroscopic analysis

The potential of base treated Shorea dasyphylla (BTSD) sawdust for Acid Blue 25 (AB 25) adsorption was investigated in a batch adsorption process. Various physiochemical parameters such as pH, stirring rate, dosage, concentration, contact time and temperature were studied. The adsorbent was characterized with Fourier transform infrared spectrophotometer, scanning electron microscope and Brunauer, Emmett and Teller analysis. The optimum conditions for AB 25 adsorption were pH 2, stirring rate 500 r/min, adsorbent dosage 0.10 g and contact time 60 min. The pseudo second-order model showed the best conformity to the kinetic data. The equilibrium adsorption of AB 25 was described by Freundlich and Langmuir, with the latter found to agree well with the isotherm model. The maximum monolayer adsorption capacity of BTSD was 24.39 mg/g at 300 K, estimated from the Langmuir model. Thermodynamic parameters such as Gibbs free energy, enthalpy and entropy were determined. It was found that AB 25 adsorption was spontaneous and exothermic.     

TiO2/Ag modified penta-bismuth hepta-oxide nitrate and its adsorption performance for azo dye removal

A modified hydrophilic penta-bismuth hepta-oxide nitrate (Bi₅O₇NO₃) surface was synthesized via a precipitation method using TiO₂ and Ag as modified agents. The synthesized product was characterized by different analytical techniques. The removal efficiency was evaluated using mono-and di-sulphonated azo dyes as model pollutants. Different kinetic, isotherm and diffusion models were chosen to describe the adsorption process. X-ray photoelectron spectroscopy (XPS) results revealed no noticeable differences in the chemical states of modified adsorbent when compared to pure Bi₅O₇NO₃;however, the presence of hydrophilic centres such as TiO₂ and Ag developed positively charged surface groups and improved its adsorption performance to a wide range of azo dyes. Dyes removal was found to be a function of adsorbent dosage, initial dye concentration, solution pH and temperature. The reduction of Langmuir 1,2-mixed order kinetics to the second or first-order kinetics could be successfully used to describe the adsorption of dyes onto the modified adsorbent. Mass transfer can be described by intra-particle diffusion at a certain stage, but it was not the rate limiting step that controlled the adsorption process. Homogenous behavior of adsorbent surface can be explored by applying Langmuir isotherm to fit the adsorption data.     

海水痕量营养盐和金属的分子光谱分析方法研究进展

海洋现场观测是获取海洋环境研究数据的重要途径.鉴于海洋的现场环境严酷复杂,以及采集、储存和运输海水样品的困难,海洋化学参数的现场和原位检测一直为海洋学家所追求,成为海水分析技术的研究热点.通过综述近年来海水痕量营养盐和重要痕量金属的分子光谱分析方法的研究进展,从灵敏度和测定范围等方面,总结痕量营养盐（活性磷、亚硝氮、硝氮、铵态氮）和痕量金属（铁、锰、铜、铝）的分析技术,侧重于现场和原位测定方法,聚焦于分光光度法、荧光法和化学发光法等适用于海洋现场的光学检测方法的研究情况,同时展示这些方法及相应仪器在岸基实验室、船基实验室、海洋走航分析以及原位长期观测中的应用实例;并对现存的关键问题及可能的解决方案进行探讨,对本领域今后的发展方向做出展望.     

污水厂二级出水中难凝聚有机物的臭氧化特性

以城市污水处理厂二级出水为原水,研究臭氧化处理对水中难凝聚有机物的去除效果.结果表明单独混凝对水中有机物的去除率较低,混凝过程中未被去除的有机物属于难凝聚有机物,加入臭氧进行氧化,随着臭氧投加量的增加,二级出水色度和UV254去除率逐渐增大,而DOC去除率变化较小.当臭氧投加量(以O3/DOC计)增加至1.5 mg·mg-1时,色度、UV254和DOC的去除率分别为45%、34%和20%,说明臭氧易于与不饱和结构有机物反应,而直接氧化的矿化能力较弱.为进一步明确二级出水有机物种类和含量的变化,测定了混凝和不同臭氧投加量下有机物的相对分子质量和三维荧光光谱.结果表明混凝对有机物含量的影响很小,而臭氧能够优先氧化分解难凝聚有机物中的大分子物质,明显减弱腐殖质类物质的荧光峰强度,但不改变荧光峰位置.同时采用光电子能谱分析有机物结构的变化规律,结果表明混凝能够去除含羧基类官能团有机物,而臭氧则易于与含苯环类难凝聚有机物反应,随着臭氧投加量的增大,脂肪类饱和有机物含量有所升高.     

金属用水性隔热防腐涂料的研制

以水性丙烯酸树脂作为成膜物质,配合多种防锈颜填料,以空心玻璃微珠为隔热填料,制备出了集防腐隔热于一体的单组分水性防腐隔热涂料。采用常规性能测试、隔热能力测试、电化学测试技术、扫描电镜观察对涂层进行了性能测试及表征,确定涂料配方PVC值为30%,空心微珠的添加量为8%时,涂料综合性能最好。     

LED失效分析手段研究

介绍LED产品常见的失效分析手段,主要包含外观检查、电性能测试、X-Ray透视检查、开封检查、金相切片分析、扫描电镜和能谱分析等手段,并结合实际案例对几种方法进行描述。