基于BP神经网络的非煤地下矿山安全评价模型

针对非煤地下矿山安全评价的复杂性和非线性特性,BP神经网络对非线性动态系统较强的适应性,提出并建立了一种基于BP神经网络的非煤地下矿山安全评价模型。为提高该模型的可靠性,结合非煤地下矿山生产工艺特点,提出了一套便于统计和赋值的安全评价指标体系;确定了BP神经网络结构和评价结果表征方法;为提高BP神经网络算法的收敛速度和稳定性,对标准BP算法进行有效改进;通过实例运算验证了该模型的可行性。基于BP神经网络的安全评价模型为评价非煤地下矿山安全管理现状及水平提供了可操作的方法,为矿山有关部门提供了科学安全管理的依据。     

冲孔废料回升的产生与防止三例

结合3个典型实例,对零件在冲孔时废料回升的现象进行了分析,讨论了采用不同厚度的材料、不同的孔形、不同的冲裁间隙所产生的不同情况,介绍了在生产现场解决问题的方法和防止废料回升的一般措施.根据对具体实例的分析,总结出了控制废料回升的要点.     

EE型电除尘器在200MW机组上的应用

介绍了EE型电除尘器在安徽准北发电厂200MW发电机组配套锅炉上的应用情况以及处理高比电阻粉尘的方法。     

改性粘土对水中浮上-分散态油的截留能力实验

进行改性粘土截留水中浮上分散态油的土柱实验研究。结果表明,经表面活性剂溶液改性后的粘土土柱对水中浮上．分散态油的截留能力大大增强,且土柱所截留的油类不易被清水淋出。     

Ozone-enhanced catalytic oxidation of monochlorobenzene over iron oxide catalysts

In this study, we examined the experimental catalytic oxidation of gaseous monochlorobenzene (MCBz) with O₃ over Fe₂O₃ in a packed bed reactor to investigate the feasibility of economical low temperature decomposition at a high space velocity (SV). We investigated the effects of several reaction parameters (temperature, O₃ concentration, and SV) on the MCBz oxidation. At 150 °C, the conversion of MCBz over Fe₂O₃ in the absence of O₃ was only 3%; it increased to 91% over Fe₂O₃ in the presence of 1200 ppm of O₃ at a high SV of 83 s⁻¹. A long-term operation study revealed that the conversion of MCBz was stable for more than 96 h. In the steady state, the carbon and chlorine balances were 88% and 86%, respectively. Applying a Langmuir-Hinshelwood kinetic model, we estimated an activation energy of 16.7 kJ mol⁻¹ for MCBz oxidation over Fe₂O₃ in the presence of O₃.     

铁路沿线供暖用低温空气源热泵热力性能对比研究

我国北方铁路沿线站段冬季采暖主要以燃煤锅炉为主,随着冬季雾霾现象日益严重,采用空气源热泵作为北方铁路沿线传统燃煤锅炉供暖的替代方式,对于减少能源消耗、改善大气环境具有重要意义。研究跨临界CO2热回收热泵和回热循环热泵系统2种低温空气源热泵系统,对其热力性能进行了实验和对比分析。结果表明,当环境温度不变时,随着供水温度由45℃升高至55℃,跨临界CO2热回收热泵制热量和COP均升高;随着供水温度由45℃升高至50℃,回热循环热泵制热量和COP均逐渐降低。当供水温度低于50℃时,回热循环热泵COP高于跨临界CO2热回收热泵,回热循环热泵系统的节能效果更为显著;当供水温度超过50℃时,跨临界CO2热回收热泵的性能更优。在低温环境条件下,跨临界CO2热回收热泵系统能够提供更高的供水温度,并有效提升空气源热泵的制热性能,结合我国北方铁路沿线站段的供暖需求和气候条件,提出相较于回热循环热泵系统,跨临界CO2热回收热泵系统的适用性和热力性能更为优越。     

北京东灵山地区主要大气污染物浓度变化特征

2009年8月～2011年6月在北京东灵山森林站连续观测了SO2、NOx、O3和PM2.5的浓度,利用观测数据分析了大气污染物的月变化、季节变化和统计日变化特征,结合气流轨迹探讨了传输对污染物的影响.结果表明,观测期间NO、NO2、NOx、O3、SO2和PM2.5浓度的平均值分别为(2.0±1.6)、(13.2±7.2)、(15.3±8.2)、(61.0±19.6)、(3.6±3.6)、(35.6±32.0)μg.m-3,均低于北京城区的观测值.NOx浓度秋季最高,夏季最低,分别为(17.0±8.0)μg.m-3和(13.8±4.1)μg.m-3.O3浓度春、夏季高于秋、冬季,最高值出现在6月份.SO2冬季浓度最高,夏季浓度最低,冬季与夏季的比值约为2.7.PM2.5夏季的浓度要远高于其他3个季节,达到56.4μg.m-3.NOx、O3和SO2浓度日变化显著,其中NOx日变化为双峰型,O3和SO2日变化为单峰型,PM2.5日变化幅度较小.     

汽车组装流水线作业工人慢性肌肉骨骼损伤调查研究

从调查３１６名汽车组装流水线作业工人的慢性肌肉损伤情况中发现，其主要不适有右手或右肩的疲劳、下背痛、手腕压痛、前臂压痛及下背压痛等。汽车组装流水作业工人的这些症状和体征与其工作时右上肢活动明显多于左上肢及常处于前倾弯腰体位有关     

Low nutrient levels as drinking water conditions can reduce the fitness cost of efflux pump-mediated ciprofloxacin resistance in Pseudomonas aeruginosa

The long-term persistence of antibiotic resistance in the environment, especially in drinking water, is a public health concern. Expression of an efflux pump, an important mechanism of resistance to antibiotics, usually confers a fitness cost in bacteria. In this study, we aimed to determine why antibiotic resistance conferred by overexpression of an efflux pump persisted in low-nutrient environments(TOC 10 mg/L) such as drinking and source water in which antibiotic selective pressure might be very low or even absent.Competition experiments between wild-type Pseudomonas aeruginosa and ciprofloxacinresistant mutants revealed that the fitness cost of ciprofloxacin resistance significantly decreased(p 0.05) under low-nutrient(0.5 mg/L total organic carbon(TOC)) relative to high-nutrient(500 mg/L TOC) conditions. Mechanisms underlying this fitness cost were analyzed. The mexD gene expression in resistant bacteria(cip_3 strain) was significantly lower(p 0.05) in low-nutrient conditions, with 10 mg/L TOC((8.01 ± 0.82)-fold), than in high-nutrient conditions, with 500 mg/L TOC((48.89 ± 4.16)-fold). Moreover, rpoS gene expression in resistant bacteria((1.36 ± 0.13)-fold) was significantly lower(p 0.05) than that in the wild-type strain((2.78 ± 0.29)-fold) under low-nutrient conditions(10 mg/L TOC),suggesting a growth advantage. Furthermore, the difference in metabolic activity between the two competing strains was significantly smaller(p 0.05) in low-nutrient conditions(5 and 0.5 mg/L TOC). These results suggest that nutrient levels are a key factor in determining the persistence of antibiotic resistance conferred by efflux pumps in the natural environment with trace amounts or no antibiotics.     

Aeration optimization through operation at low dissolved oxygen concentrations: Evaluation of oxygen mass transfer dynamics in different activated sludge systems

In wastewater treatment plants(WWTPs)using the activated sludge process,two methods are widely used to improve aeration efficiency — use of high-efficiency aeration devices and optimizing the aeration control strategy. Aeration efficiency is closely linked to sludge characteristics(such as concentrations of mixed liquor suspended solids(MLSS)and microbial communities)and operating conditions(such as air flow rate and operational dissolved oxygen(DO)concentrations). Moreover,operational DO is closely linked to effluent quality. This study,which is in reference to WWTP discharge class A Chinese standard effluent criteria,determined the growth kinetics parameters of nitrifiers at different DO levels in small-scale tests. Results showed that the activated sludge system could meet effluent criteria when DO was as low as 0.3 mg/L,and that nitrifier communities cultivated under low DO conditions had higher oxygen affinity than those cultivated under high DO conditions,as indicated by the oxygen half-saturation constant and nitrification ability. Based on nitrifier growth kinetics and on the oxygen mass transfer dynamic model(determined using different air flow rate(Q′_(air))and mixed liquor volatile suspended solids(MLVSS)values),theoretical analysis indicated limited potential for energy saving by improving aeration diffuser performance when the activated sludge system had low oxygen consumption; however,operating at low DO and low MLVSS could significantly reduce energy consumption. Finally,a control strategy coupling sludge retention time and MLVSS to minimize the DO level was discussed,which is critical to appropriate setting of the oxygen point and to the operation of low DO treatment technology.