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China's Copper Demand Forecasting Based on System Dynamics Model: 2016-2030 基于系统动力学模型的中国铜需求预测:2016-2030年
Pub Date : 2017-03-31 DOI: 10.20944/PREPRINTS201703.0231.V1
Jianbo Yang, Xin Li, Qunyi Liu
This paper assumes that China's economy will be developing high, medium and low scenarios, and forecasts economic and social indicators such as total GDP, population and per capita GDP in China from 2016 to 2030. Then, predicted the demand of copper resources in China from 2016 to 2030 by the combination of system dynamics model, ARIMA model prediction and inverted U-type empirical model. The results show that: China's copper demand growth slowed down significantly from 2016-2030. From 2025-2030, China's copper resource demand is stable, into the platform of demand growth. 2030 years later, China's copper resource dem and will enter a slow decline.
本文假设中国经济将发展为高、中、低三种情景,并对2016 - 2030年中国GDP总量、人口、人均GDP等经济社会指标进行预测。然后,结合系统动力学模型、ARIMA模型预测和倒u型经验模型对2016 - 2030年中国铜资源需求进行预测。结果表明:2016-2030年中国铜需求增速明显放缓。2025-2030年,中国铜资源需求平稳,进入需求增长平台。2030年后,中国的铜资源量将进入缓慢下降期。
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引用次数: 5
A Study of Simultaneous Xylose and Glucose Biodegradation by Arthrobacter Species Isolated from Soil 土壤中分离的节菌同时降解木糖和葡萄糖的研究
Pub Date : 2017-01-01 DOI: 10.12783/issn.1544-8053/14/1/20
Hsi-Jien Chen, Chia-Wei Lin Meng-Shiou Lee Gia-Luen Guo Po-Hsun Lin, T. Ma
The aim of this study was to screen and isolate soil bacteria capable of conducting xylose and glucose aerobic biotransformation. Four bacterial strains were isolated from green onions field and identified as Arthrobacter species IL01, IL02, IL03 and IL04. The maximum specific growth rates of IL01, IL02, IL03 and IL04 during xylose fermentation are 0.076, 0.094, 0.128 and 0.088 hr–1, respectively. Those four strains also present the ability to simultaneously conduct glucose and xylose biotransformation. This study indicated that the aerobic bacterial strains isolated could provide a potential bioprocess for bioenergy production in the future.
本研究的目的是筛选和分离能够进行木糖和葡萄糖好氧转化的土壤细菌。从大葱地分离到4株细菌,鉴定为节杆菌IL01、IL02、IL03和IL04。木糖发酵过程中,IL01、IL02、IL03和IL04的最大比生长速率分别为0.076、0.094、0.128和0.088 hr-1。这四种菌株还具有同时进行葡萄糖和木糖生物转化的能力。该研究表明,分离出的好氧菌株在未来可能为生物能源生产提供潜在的生物工艺。
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引用次数: 0
A Microfluidic Colorimetric Biosensor for Chlorpyrifos Determination based on Peroxidase-like CuFe2O4/GQDs Magnetic Nanoparticles 类过氧化物酶CuFe2O4/GQDs磁性纳米颗粒微流控比色生物传感器测定毒死蜱
Pub Date : 2017-01-01 DOI: 10.12783/ISSN.1544-8053/14/1/30
H. Mao, Ning Yang Jun Steed Huang Zhiqiang Zuo, Y. Ya
High-precision and miniature biosensors are in urgent demand with respect to the organophosphorus pesticides used extensively in agriculture, especially for Chlorpyrifos. In this study, the novel CuFe2O4-Graphene Quantum Dots (CuFe2O4/ GQDs) Magnetic Nano-Particles (MNPs) was prepared to amplify color signal as peroxidase mimetic using one-step hydrothermal method with electrostatic adsorption. Further combined with well-designed microfluidic chip containing enzyme inhibition reaction, color reaction and UV spectrophotometric detection areas, a colorimetric biosensor was developed based on CuFe2O4/GQDs for Chlorpyrifos determination. Experimental results of the biosensor displayed a linear range from 3.2 × 10–8 M to 6 × 10–7 M with a correlation coefficient of 0.99258 under the optimized conditions, and the Limit of Detection (LOD) of 1.07 × 10–8 M based on S/N = 3 and the sensitivity of 855.26 (absorbance) per 1 mM. Great advantages have been exhibted in the Microfluidic colorimetric biosensor due to the small volume, and high precision for determination of low concentrations of organophosphorus pesticides, largely simplifying the tedious operation and lowing LOD, which is great benefit to the further development of low-cost, portable and high-precision biosensors.
农业中广泛使用的有机磷农药,特别是毒死蜱,迫切需要高精度微型生物传感器。本研究采用静电吸附一步水热法制备了新型CuFe2O4-石墨烯量子点(CuFe2O4/ GQDs)磁性纳米粒子(MNPs),作为过氧化物酶模拟物放大颜色信号。进一步结合设计好的含有酶抑制反应、显色反应和紫外分光光度检测区域的微流控芯片,开发了基于CuFe2O4/GQDs的毒死蜱比色生物传感器。实验结果显示的生物传感器的线性范围从3.2×M可达6×10 - 7米的相关系数0.99258结果在优化条件下,和检测极限(LOD) 1.07×换M基于S / N = 3和855.26的敏感性(吸光度)/ 1毫米。伟大的优势一直在exhibted微流控比色生物传感器由于体积小,精度高,测定低浓度有机磷农药,大大简化了繁琐的操作和低LOD,这对于进一步发展低成本、便携和高精度的生物传感器是非常有利的。
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引用次数: 13
City Water Demand Forecasting Based on Improved BP Neural Network 基于改进BP神经网络的城市需水量预测
Pub Date : 2017-01-01 DOI: 10.12783/ISSN.1544-8053/14/S1/15
Y. Xing, Bo Zhang Xiaoguang Zhou Ludi Wang Zhenwei You, Mengke Yang
City water demand forecasting is of great significance in reducing the cost of electricity consumption and municipal planning. Back-propagation (BP) neural network has been widely adopted in water demand forecasting in recent years. But BP performs unsatisfactorily in terms of training time and global searching ability, so in this paper we improve BP by two heuristic algorithms, namely, genetic algorithm (GA) and particle swarm optimization (PSO), respectively. The testing and verification of the three algorithms (BP, GA+BP, PSO+BP) have been conducted on real-life water demand forecasting of Beijing city. The obtained results demonstrate that, in spite of the execution time consumed, both GA+BP and PSO+BP performed with higher accuracy and less errors than BP. The obtained results also illustrate that PSO+BP slightly outperformed GA+BP in terms of forecasting accuracy.
城市用水需求预测对降低用电成本和城市规划具有重要意义。近年来,BP神经网络在水资源需求预测中得到了广泛的应用。但BP算法在训练时间和全局搜索能力方面表现不理想,因此本文分别采用遗传算法(GA)和粒子群算法(PSO)两种启发式算法对BP算法进行改进。并对BP、GA+BP、PSO+BP三种算法在北京市实际需水量预测中进行了测试和验证。结果表明,尽管执行时间较长,GA+BP和PSO+BP都比BP具有更高的精度和更小的误差。所得结果还表明,PSO+BP在预测精度上略优于GA+BP。
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引用次数: 1
An Investigation of PM2.5 from Regional Industries in Chengdu, China 成都市区域工业PM2.5调查
Pub Date : 2017-01-01 DOI: 10.12783/ISSN.1544-8053/14/1/16
R. Zhao, M. Y. S. J. Q. Z. Y. F. Ou, D. Liu
This paper applies an emission factor approach to measuring the PM2.5 (particulate matter suspended in the atmosphere with diameter ≤ 2.5 μm) emissions from industrial sources in Chengdu. The results show that the PM2.5 emissions from industrial sources are 12,264.14 tons in 2013, of that, 3257.76 tons, or 26.56% of the total, are from stationary combustion source. Industrial processes accounts for the remaining 9006.38 tons, or 73.44% of PM2.5 emissions. The Districts of Qing Baijiang, Pengzhou, Jintang, and Du Jiangyan are the principal areas to contribute industrial emissions in Chengdu, whilst the corresponding industries are cement, steel, fertilizer, and coal-fired electricity. The study is expected to provide insight into the emissions reduction, and the improvement of air quality in Chengdu. Limitations of the assessment are addressed to lay out a foundation for further study.
本文采用排放因子法测量了成都市工业污染源PM2.5(悬浮在大气中直径≤2.5 μm的颗粒物)的排放量。结果表明,2013年工业源PM2.5排放量为12264.14吨,其中固定燃烧源PM2.5排放量为3257.76吨,占总量的26.56%。剩下的9006.38吨来自工业过程,占PM2.5排放量的73.44%。青白江区、彭州区、金塘区、都江堰区是成都工业排放的主要区域,对应的行业是水泥、钢铁、化肥和煤电。这项研究有望为成都的减排和空气质量改善提供见解。并指出评估的局限性,为进一步研究奠定基础。
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引用次数: 0
Experimental Study on Extinguishing Spontaneous Combustion of Residual Coal in Goaf by Nitrogen-water Mist two-phase Flow 氮-水雾两相流扑灭采空区残余煤自燃试验研究
Pub Date : 2017-01-01 DOI: 10.12783/ISSN.1544-8053/14/1/33
Hongwei Liu, Fei Wang, Jia Liu
In order to clarify the effect of nitrogen-water mist two-phase flow on extinguishing spontaneous combustion of residual coal, experiments were carried out in similarity model of mine goaf by using self-designed device. The experimental results indicated that the average cooling rates of 1–6# K type thermocouple temperatures in goaf were 24.6°C/min, 8.3°C/min, 4.2°C/min, 12.3°C/min, 8.1°C/min and 19.2°C/min during the period of 55–80 min when nitrogen-water mist was applied to combustion area. After the application of nitrogen-water mist, the consumption rate of O2 in the experiment was reduced from 3.16 × 10–4 m3/s to 1.41 × 10–4 m3/s; the generation rates of CO, CO2 were reduced from 3.91 × 10–5 m3/s, 1.74 × 10–4 m3/s to 1.69 × 10–6 m3/s, 6.57 × 10–6 m3/s, respectively; the generation rate of H2 was reduced from 1.41 × 10–5 m3/s to 3.6 × 10–8 m3/s; the emission rate of CH4 was reduced from 1.05 × 10–5 m3/s to 7.78 × 10–7 m3/s. The experimental results suggested that nitrogen-water mist could effectively suppress the burning of coal and reduce the generation amount of toxic and harmful gas in mine goaf.
为了明确氮-水雾两相流对残余煤自燃灭火的作用,利用自行设计的装置,在煤矿采空区相似模型下进行了实验。实验结果表明:在55 ~ 80 min内,氮水雾作用于燃烧区时,采空区1 ~ 6# K型热电偶温度的平均冷却速率分别为24.6℃/min、8.3℃/min、4.2℃/min、12.3℃/min、8.1℃/min和19.2℃/min。应用氮水雾后,实验中O2的消耗率由3.16 × 10-4 m3/s降至1.41 × 10-4 m3/s;CO、CO2的生成速率分别由3.91 × 10-5 m3/s、1.74 × 10-4 m3/s降至1.69 × 10-6 m3/s、6.57 × 10-6 m3/s;H2生成速率由1.41 × 10-5 m3/s降至3.6 × 10-8 m3/s;CH4排放速率由1.05 × 10-5 m3/s降至7.78 × 10-7 m3/s。实验结果表明,氮水雾能有效抑制煤的燃烧,减少煤矿采空区有毒有害气体的生成量。
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引用次数: 1
Application of Response Surface Methodology (RSM) for Optimization of Cd (II) Uptake by Saccharomyces Cerevisiae Biomass 响应面法优化酿酒酵母菌生物量对Cd (II)的吸收
Pub Date : 2017-01-01 DOI: 10.12783/ISSN.1544-8053/14/1/36
Cao Qun, Zhou Benjun
In present study, Response Surface Methodology (RSM) was used to optimize Cd (II) uptake by Saccharomyces cerevisiae biomass, the prediction model for Cd (II) uptake capacity using S. cerevisiae biomass was developed, and the analysis of variance (ANOVA) implied the model was significant. The maximum absorbing capacity of 22.05 mg/g was predicted at 30 mg/L Cd (II), 0.8 g/L biomass, 28.57°C, pH 5.51 and 3.0 h of contact time using the desirability function. Both Langmuir and Freundlich equations are suitable for describing biosorption isotherm.
本研究采用响应面法(RSM)优化酿酒酵母生物量对Cd (II)的吸收,建立了酿酒酵母生物量对Cd (II)吸收能力的预测模型,方差分析表明该模型具有显著性。在Cd (II)浓度为30 mg/L、生物量为0.8 g/L、温度为28.57°C、pH为5.51、接触时间为3.0 h的条件下,利用期望函数预测其最大吸收容量为22.05 mg/g。Langmuir方程和Freundlich方程都适用于描述生物吸附等温线。
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引用次数: 3
Extraction of UO2 2+ with N,N-di(2-ethylhexyl)-2,2,3,3,4,4,4- heptafluorobutanamide from Nitric Acid Media N,N-二(2-乙基己基)-2,2,3,3,4,4,4-七氟丁酰胺从硝酸介质中萃取UO2 +
Pub Date : 2017-01-01 DOI: 10.12783/issn.1544-8053/14/1/44
Y. Lei, W. Cao
In this work, N,N-di(2-ethylhexyl)-2,2,3,3,4,4,4-heptafluorobutanamide (DEHFBA) was synthesized for the extraction of UO2 2+ from nitric acid media. IR spectroscopy, 1H-NMR and 19F-NMR were applied to characterize the synthesized DEHFBA. The effects of diluents, extractants, metal ions and nitric acid acidity on the extraction distribution ratios of uranium extraction and extraction rate have been investigated. Under optimum conditions, compared with N,N-di(2-ethylhexyl)butanamide (DEHBA) and tributyl phosphate (TBP), DEHFBA shows much better irradiation stability and extraction performance for UO2 2+ from nitric acid media at low acidity.
本文合成了N,N-二(2-乙基己基)-2,2,3,3,4,4,4-七氟丁酰胺(DEHFBA),用于从硝酸介质中提取UO2 2+。采用红外光谱、1H-NMR和19F-NMR对合成的DEHFBA进行了表征。研究了稀释剂、萃取剂、金属离子和硝酸酸度对铀萃取物分配比和提取率的影响。在最佳条件下,与N,N-二(2-乙基己基)丁酰胺(DEHBA)和磷酸三丁酯(TBP)相比,DEHFBA在低酸性条件下具有更好的辐照稳定性和对硝酸介质中UO2 +的萃取性能。
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引用次数: 0
Experimental Research on Insulation Technology by Plastic Greenhouse in Sewage Treatment Plant of Northeast Region 东北地区污水处理厂塑料大棚保温技术试验研究
Pub Date : 2017-01-01 DOI: 10.12783/ISSN.1544-8053/14/S1/8
Zhang Naiyan, Deng Yufeng, L. Yadong, Xu Yue, Wujun Ting, Wang Jinhe
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引用次数: 0
Enzymatic Treatment of Organics in Tannery Effluent 酶法处理制革废水中的有机物
Pub Date : 2017-01-01 DOI: 10.12783/ISSN.1544-8053/14/1/46
Changqing Zhao, G. Shu, Qinhuan Yang
This study investigates the ability of enzyme technology to treat organics in tannery effluent. Three bacteria strains were tested for their ability to remove organic matter in tannery effluent, and the active sites of the respective enzymes were determined. Subsequently, the active enzymes that remove organics were extracted from the three strains and tested for the optimal activity of tannery effluent under different temperatures, pHs, concentrations, and incubation times. The results demonstrated that all three strains (Bacillus subtilis, Bacillus cereus, and Bacillus fusiformis) are able to remove organics in the tannery effluent. The active enzyme of Bacillus subtilis is an intracellular enzyme, whereas the active enzymes for Bacillus cereus and Bacillus spindle are extracellular enzymes. At pH 7, Bacillus subtilis and Bacillus cereus can, respectively, remove 37.79% and 35.34% of the organic waste in tannery water at 40°C. Bacillus fusiformis can remove up to 49.60% of the organic waste when the incubation time is extended to 8 h. The enzyme concentration is fixed at 2 × 10–4g for all conditions. In this study, enzyme technology provides a novel approach for organic removal in a tannery effluent treatment, and it has the potential to be combined with other methods in the future.
研究了酶法处理制革废水中有机物的能力。测试了三种细菌对制革废水中有机物的去除能力,并确定了各自酶的活性位点。随后,从三种菌株中提取去除有机物的活性酶,并在不同温度、ph值、浓度和孵育时间下测试制革厂废水的最佳活性。结果表明,这三种菌株(枯草芽孢杆菌、蜡样芽孢杆菌和梭状芽孢杆菌)都能去除制革废水中的有机物。枯草芽孢杆菌的活性酶是胞内酶,蜡样芽孢杆菌和梭形芽孢杆菌的活性酶是胞外酶。pH为7时,枯草芽孢杆菌和蜡样芽孢杆菌在40℃下对制革水中有机废物的去除率分别为37.79%和35.34%。当培养时间延长至8 h时,梭状芽孢杆菌对有机废物的去除率可达49.60%。在所有条件下,酶浓度固定为2 × 10-4g。在这项研究中,酶技术为制革厂废水处理中的有机去除提供了一种新的方法,并且在未来有可能与其他方法相结合。
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引用次数: 0
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Journal of Residuals Science & Technology
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