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Applications of Mercury Stable Isotopes in Environmental Forensics 汞稳定同位素在环境法医中的应用
Pub Date : 2022-05-31 DOI: 10.4491/ksee.2022.44.5.175
Saebom Jung, Young Gwang Kim, S. Kwon
Mercury is a globally distributed toxic trace metal, which can travel long distances in the atmosphere and bioaccumulate to elevated levels in ecosystem food webs. Since 2013, various parts of the mercury life cycle, including the production, use, emissions, releases, as well as the environmental and ecosystem fate, have been governed via the global treaty on mercury, the Minamata Convention of Mercury. The convention also calls attention to the application of mercury stable isotopes for distinguishing between various mercury sources in environmental media and for identifying sources, which require targeted risk management. Here, we introduce ways in which mercury stable isotopes can be applied in the field of environmental forensics to identify sources responsible for local contamination and global cycling that require international governance. This review is divided into: 1) the general overview on the mercury speciation and cycling, 2) the nomenclature of mercury stable isotope systems, and 3) the introduction of case studies that have successfully utilized mercury isotopes to interpret legacy and recent mercury sources in atmospheric and freshwater environments. We conclude the review by making specific recommendations as to how mercury stable isotopes can be better utilized in the field of local and global environmental forensics. These recommendations include the development of comprehensive anthropogenic mercury source inventories and isotopic-based evidence on the transboundary transport of mercury.
汞是一种全球分布的有毒微量金属,可以在大气中长距离传播,并在生态系统食物网中生物积累到较高水平。自2013年以来,汞生命周期的各个部分,包括生产、使用、排放、释放以及环境和生态系统命运,都受到全球汞条约《水俣汞公约》的管辖。《公约》还呼吁关注汞稳定同位素在区分环境介质中各种汞源和确定汞源方面的应用,这需要有针对性的风险管理。在这里,我们介绍了汞稳定同位素可以在环境法医领域应用的方法,以确定需要国际治理的当地污染和全球循环的来源。这篇综述分为:1)汞形态和循环的总体概述,2)汞稳定同位素系统的命名,以及3)介绍成功利用汞同位素解释大气和淡水环境中遗留和近期汞来源的案例研究。最后,我们就如何在地方和全球环境法医领域更好地利用汞稳定同位素提出了具体建议。这些建议包括制定全面的人为汞源清单和关于汞跨界运输的同位素证据。
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引用次数: 0
Comparison of COD and TOC in influents and effluents of six industrial wastewater treatment plants in Korea 韩国6个工业污水处理厂进出水COD和TOC的比较
Pub Date : 2022-05-31 DOI: 10.4491/ksee.2022.44.5.143
Soo-Ho Park, Chaeyoung Lee, Keugtae Kim, H. Kim, Wontae Lee
Objectives : This study compared the CODMn and TOC concentrations of the influent and effluent from six industrial wastewater treatment plants (WWTPs) and the wastewater from manufacturing facilities in the industrial complexes, and to understand the correlation between the two indicators.Methods : The sampling campaigns were performed four times at each WWTP for both influent and effluent. Water quality surveys were also conducted to assess the characteristics of organic matter in the wastewater from the manufacturing facilities. A total of 272 facilities including manufacturing, non-manufacturing, and miscellaneous manufacturing units were surveyed. Results and Discussion : The CODMn/TOC ratios of the influent and the effluent of the WWTPs ranged from 0.78 to 1.79 (average 1.19) and 0.94 to 1.58 (average 1.20), respectively. The ratio of CODMn/TOC ratio in the wastewater from the manufacturing facilities was 1.06~1.22 (average 1.12). Industries with high R2 values for the CODMn/TOC ratios included rubber and plastics manufacturing (CODMn/TOC = 1.17), nonferrous metals manufacturing (CODMn/TOC = 0.94), medical materials and pharmaceutical manufacturing (CODMn/TOC = 0.98), and chemicals manufacturing (CODMn/TOC = 1.27).Conclusion : CODMn/TOC ratios of the influent and effluent of the six plants and the wastewater from manufacturing facilities varied in different ranges for each WWTP, with an average value of 1.12. The results of this study can be used as basic information to manage the effluent water quality of the WWTPs.
目的:本研究比较了6个工业废水处理厂进出水和工业园区生产设施废水的CODMn和TOC浓度,并了解这两个指标之间的相关性。方法:在每个污水处理厂对进水和出水进行四次采样。还进行了水质调查,以评估生产设施废水中有机物质的特征。共调查了272个设施,包括制造业、非制造业和杂项制造业单位。结果与讨论:污水处理厂进水和出水的CODMn/TOC比值分别为0.78 ~ 1.79(平均1.19)和0.94 ~ 1.58(平均1.20)。生产废水中CODMn/TOC比值为1.06~1.22,平均为1.12。CODMn/TOC比值R2值较高的行业包括橡胶和塑料制造业(CODMn/TOC = 1.17)、有色金属制造业(CODMn/TOC = 0.94)、医疗材料和制药制造业(CODMn/TOC = 0.98)和化学品制造业(CODMn/TOC = 1.27)。结论:各污水处理厂进水、出水及生产设施废水的CODMn/TOC比值存在不同范围的差异,平均值为1.12。研究结果可作为污水处理厂出水水质管理的基础资料。
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引用次数: 0
Haloacetamides Formation and Fate in Drinking Water Treatment Process of the Lower Nakdong River: Comparison of Summer and Winter Seasons 纳克东河下游饮用水处理过程中卤代乙酰胺的形成与归宿:夏冬季比较
Pub Date : 2022-04-30 DOI: 10.4491/ksee.2022.44.4.132
Jungmoon Ryu, Hyunjoo Seol, Heejong Son
Objectives : The formation characteristics and fate of haloacetamides (HAcAms), nitrogenous disinfection by-products (DBPs), were evaluated for each process in a drinking water treatment plant (DWTP) located downstream of the Nakdong River in summer and winter. In preparation for the gradually strengthening rules for DBPs, it was intended to be used as basic data for operating DWTPs.Methods : Seven HAcAms were monitored from the raw water to the clean water in the summer (Jul.∼Aug.) and winter (Dec.∼Jan.) at a large DWTP (180,000 m3/day) located downstream of the Nakdong River. Liquid-liquid extraction (LLE) method was used for sample extraction and GC-MS/MS was used for HAcAms analysis.Results and Discussion : The concentrations of HAcAms formed by the pre-Cl2 treatment in the DWTP in summer and winter were 9.4~27.2 µg/L and 1.4~3.5 µg/L, respectively, and were 7.7 times higher in summer than in winter. The HAcAms/TOX concentration ratio was 0.09~0.14 in summer compared to 0.01~0.02 in winter, and the HAcAms composition ratio among DBPs formed by the pre-chlorination increased rapidly in the summer. Five species of DCAcAm, BCAcAm, TCAcAm, DBAcAm, and BDCAcAm were formed in summer by the pre-chlorination, and five species of DCAcAm, BCAcAm, DBAcAm, DBCAcAm, and TBAcAm were formed in winter. The composition ratio of di-HAcAm species accounted for 91% and 66% in summer and winter, respectively, and the DCAcAm concentration was highest compared to other HAcAms species. In the batch biodegradation experiment, it was evaluated that the biodegradation of the HAcAms species was easy, and in the laboratory scale BAC process experiment (water temp. 20℃, EBCT 10~30 min.), di- and tri-HAcAms removal rate were 75~99% and 85~100%, respectively. In summer and winter, the removal rates of HAcAms in the BAC process of the DWTP were 81% and 54% on average, respectively. The HAcAm detection concentrations in the clean water ranged from 1.7 to 2.4 μg/L in summer and 0.7 to 1.2 µg/L in winter, which was twice as high in summer as was compared to winter.Conclusion : The formation concentration of HAcAms was higher than in winter by pre-chlorination, but it was easily removed in the BAC process in summer. However, in winter, the formation concentration of HAcAms was low by pre-chlorine treatment, but the removal rate in the BAC process was as low as 54%. The main removal process and mechanism of HAcAms in the DWTP were the BAC process and biodegradation. In a lab-scale BAC process simulation, a removal rate of more tthan 95% removal efficiency could be expected with the increase of EBCT to 30 minutes when HAcAms was highly formed in summer.
目的:对洛东江下游某饮用水处理厂夏季和冬季各工艺过程中氮消毒副产物卤代乙酰胺(haacams)的形成特征和去向进行评价。为了准备逐步加强的dbtp规则,它打算用作操作dwtp的基本数据。方法:夏季(7 ~ 8月)和冬季(12 ~ 1月)在洛东江下游的大型DWTP(18万m3/天)对7台hacam进行了从原水到洁净水的监测。样品提取采用液液萃取法,HAcAms分析采用气相色谱-质谱联用法。结果与讨论:夏季和冬季DWTP中cl2预处理形成的HAcAms浓度分别为9.4~27.2µg/L和1.4~3.5µg/L,夏季比冬季高7.7倍。夏季HAcAms/TOX浓度比为0.09~0.14,冬季为0.01~0.02,预氯化形成的dbp中HAcAms组成比在夏季迅速增加。预氯化作用在夏季形成DCAcAm、BCAcAm、TCAcAm、DBAcAm和BDCAcAm 5种,在冬季形成DCAcAm、BCAcAm、DBAcAm、DBCAcAm和TBAcAm 5种。夏季和冬季,di-HAcAm物种组成比例分别为91%和66%,且dacam浓度高于其他hacam物种。在间歇式生物降解实验中,评价了HAcAms的生物降解性,在实验室规模的BAC工艺实验中(水温20℃,EBCT 10~30 min),双和三HAcAms的去除率分别为75~99%和85~100%。夏季和冬季DWTP工艺对HAcAms的平均去除率分别为81%和54%。洁净水中HAcAm的检测浓度夏季为1.7 ~ 2.4 μg/L,冬季为0.7 ~ 1.2 μg/L,夏季为冬季的2倍。结论:预氯化处理后,HAcAms的形成浓度高于冬季,但在夏季BAC过程中易于去除。而在冬季,预氯处理的HAcAms形成浓度较低,但BAC的去除率低至54%。在DWTP中,HAcAms的主要去除过程和机制是BAC过程和生物降解。在实验室规模的BAC过程模拟中,当HAcAms在夏季高度形成时,EBCT时间延长至30分钟,去除率可达到95%以上。
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引用次数: 1
Derivation of Ultrasonic Irradiation Condition to Inhibit the Growth of Microcystis Aeruginosa 抑制铜绿微囊藻生长的超声照射条件的推导
Pub Date : 2022-04-30 DOI: 10.4491/ksee.2022.44.4.101
So Ye Jang, J. Joo, E. Kang, Hyeon Woo Go, Jeong-Min Park, Moo Il Jeong, Dong Ho Lee
Objectives : The optimal ultrasonic irradiation conditions were derived through laboratory-scale experiments to evaluate growth inhibition effect of Microcystis aeruginosa (M. aeruginosa), which is the main specie of Cyanobacterial Harmful Algal Blooms (CyanoHABs) in Republic of Korea.Methods : The experiment was conducted by changing ultrasonic frequency, intensity, and initial cell concentration to observe the growth inhibition effect of M. aerginosa. The experiment was performed using shielded acrylic reactor [20 cm (W) × 20 cm (L) × 30 cm (H)]. Experiments were conducted using large volume (7.2 L) of water samples with high concentrations of M. aeruginosa, and the ultrasonic irradiation time was fixed at 3 hours.Results and Discussion : In all experiments, pictorial view of M. aeruginosa samples, chlorophyll-a (Chl-a) and cell number of M. aerginosa were observed. As a result of ultrasonic irradiation on M. aeruginosa, the decrease in both Chl-a concentration and cell number of M. aeruginosa was monitored after sonication compared to the decrease during sonication. In addition, the rebound growth was confirmed after certain period of growth inhibition of M. aeruginosa. The optimal ultrasonic irradiation conditions for the growth inhibition of M. aeruginosa were obtained at the lower frequency and the higher intensity. Whereas algal growth inhibition was observed with high concentration (4.5 × 106 cells mL-1) of M. aeruginosa, algal growth inhibition was not monitored with low concentration (1.1 × 106 cells mL-1) of M. aeruginosa.Conclusion : Through this study, the algal growth inhibition by ultrasonic was effective. Although the growth inhibition effect persisted for a certain period of time, subsequent regrowth was observed. Therefore, periodic ultrasonic irradiation is necessary for long-term growth inhibition of algal in field applications.
目的:通过实验室规模实验,确定最佳超声辐照条件,以评价铜绿微囊藻(M.aeruginosa)对韩国蓝藻有害藻群(CyanoHABs)的生长抑制作用,和初始细胞浓度来观察铜绿假单胞菌的生长抑制作用。实验使用屏蔽丙烯酸反应器[20cm(W)×20cm(L)×30cm(H)]进行。使用具有高浓度铜绿假单胞菌的大体积(7.2L)水样进行实验,并且超声照射时间固定为3小时。结果与讨论:在所有实验中,均观察到铜绿假单胞菌样品的图像、叶绿素a(Chl-a)和铜绿假单胞杆菌的细胞数。作为对铜绿假单胞菌进行超声照射的结果,与超声处理期间的下降相比,超声处理后监测到铜绿假单胞杆菌的Chl-a浓度和细胞数量的下降。此外,在铜绿假单胞菌生长抑制一定时间后,证实了反弹生长。在较低的频率和较高的强度下获得了抑制铜绿假单胞菌生长的最佳超声辐照条件。高浓度(4.5×106个细胞mL-1)的铜绿假单胞菌对藻类生长有抑制作用,而低浓度(1.1×106个单元mL-1)铜绿假单胞杆菌对藻类生长没有监测到抑制作用。结论:通过本研究,超声波抑制藻类生长是有效的。尽管生长抑制作用持续了一段时间,但随后观察到了再生。因此,在现场应用中,周期性的超声波辐射对于藻类的长期生长抑制是必要的。
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引用次数: 0
Development of Artificial Intelligence Model to Forecast Photovoltaic Power Generation Including Airborne Particulate Matter 含大气颗粒物的光伏发电预测人工智能模型的发展
Pub Date : 2022-04-30 DOI: 10.4491/ksee.2022.44.4.111
Jaeseong Yoon, Kyung-Min Kim, Johng-Hwa Ahn
Purpose : This study aims to suggest an optimal model for predicting photovoltaic (PV) power generation by comparing single and hybrid models that include particulate matter in the atmosphere as input parameters.Methods : From December 2016 to December 2019, 1 MW-class PV power generation data in Jindo-gun, Jeollanam-do and meteorological data and particulate matter data from Mokpo were used. Radiation, sunshine time, pressure, temperature, humidity, wind speed, wind direction, snow load, precipitation, PM10, and PM2.5 were used as input parameters. We used single models such as random forest (RF), artificial neural network (ANN), long short-term memory (LSTM), and gate recurrent unit (GRU) and hybrid model such as LSTM-ANN and GRU-ANN. Coefficient of determination (R2), root mean square error (RMSE), and mean absolute error (MAE) were used to compare and evaluate the prediction performance of the models.Results and Discussion : The variable importance through RF was as follows: radiation (77.66%), day light hours (4.85%), pressure (4.16%), temperature (3.98%), humidity (2.25%), wind speed (2.21%), PM10 (2.72%), PM2.5 (1.65%), wind direction (1.44%), snow cover (0.05%), and precipitation (0.02%). GRU-ANN showed the highest R2 (0.838) among the models and lower epoch (8) than GRU using the early stop.Conclusion : The GRU-ANN model was the most suitable for forecasting PV power generation including particulate matter.
目的:本研究旨在通过比较包括大气中颗粒物作为输入参数的单一和混合模型,提出一种预测光伏发电的最佳模型。方法:使用2016年12月至2019年12月全罗南道金道郡1MW级光伏发电数据以及莫克波的气象数据和颗粒物数据。辐射、日照时间、气压、温度、湿度、风速、风向、雪量、降水量、PM10和PM2.5被用作输入参数。我们使用了单一模型,如随机森林(RF)、人工神经网络(ANN)、长短期记忆(LSTM)和门递归单元(GRU),以及混合模型,如LSTM-ANN和GRU-ANN。确定系数(R2)、均方根误差(RMSE)和平均绝对误差(MAE)用于比较和评估模型的预测性能。结果与讨论:通过RF的变量重要性如下:辐射(77.66%)、日照时数(4.85%)、气压(4.16%)、温度(3.98%)、湿度(2.25%)、风速(2.21%)、PM10(2.72%)、PM2.5(1.65%)、风向(1.44%)、积雪(0.05%),GRU-ANN在模型中表现出最高的R2(0.838)和低于使用早期停止的GRU的历元(8)。结论:GRU-ANN模型是最适合预测包括颗粒物在内的光伏发电量的模型。
{"title":"Development of Artificial Intelligence Model to Forecast Photovoltaic Power Generation Including Airborne Particulate Matter","authors":"Jaeseong Yoon, Kyung-Min Kim, Johng-Hwa Ahn","doi":"10.4491/ksee.2022.44.4.111","DOIUrl":"https://doi.org/10.4491/ksee.2022.44.4.111","url":null,"abstract":"Purpose : This study aims to suggest an optimal model for predicting photovoltaic (PV) power generation by comparing single and hybrid models that include particulate matter in the atmosphere as input parameters.Methods : From December 2016 to December 2019, 1 MW-class PV power generation data in Jindo-gun, Jeollanam-do and meteorological data and particulate matter data from Mokpo were used. Radiation, sunshine time, pressure, temperature, humidity, wind speed, wind direction, snow load, precipitation, PM10, and PM2.5 were used as input parameters. We used single models such as random forest (RF), artificial neural network (ANN), long short-term memory (LSTM), and gate recurrent unit (GRU) and hybrid model such as LSTM-ANN and GRU-ANN. Coefficient of determination (R2), root mean square error (RMSE), and mean absolute error (MAE) were used to compare and evaluate the prediction performance of the models.Results and Discussion : The variable importance through RF was as follows: radiation (77.66%), day light hours (4.85%), pressure (4.16%), temperature (3.98%), humidity (2.25%), wind speed (2.21%), PM10 (2.72%), PM2.5 (1.65%), wind direction (1.44%), snow cover (0.05%), and precipitation (0.02%). GRU-ANN showed the highest R2 (0.838) among the models and lower epoch (8) than GRU using the early stop.Conclusion : The GRU-ANN model was the most suitable for forecasting PV power generation including particulate matter.","PeriodicalId":52756,"journal":{"name":"daehanhwangyeonggonghaghoeji","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43880742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of Commercial Dechlorination Chemicals used in Reverse Osmosis Processes 反渗透过程中商用脱氯化学品的比较
Pub Date : 2022-04-30 DOI: 10.4491/ksee.2022.44.4.125
Zi Sue Yoon, Wontae Lee
Objectives : The objective of this study was to find a promising dechlorination chemical which can replace sodium bisulfite (SBS), which is mainly used as a dechlorination agent in reverse osmosis processes but can cause odor issues.Methods : Candidate chemicals were selected in consideration of economic feasibility, ease of use, and toxicity. These included sodium metabisulfite (SM), sodium thiosulfate (ST), and sodium sulfite (SS). We investigated the effect of organic matters in water on residual chlorine decomposition and compared the appropriate injection amounts for each dechlorination chemicals. Also, the effect of the pH of treated water upon dechlorination was assessed.Results and Discussion : Upon injection of dechlorination chemicals at the theoretical chlorine removal point, the chlorine was not completely removed but 10% to 40% remained. In ultrapure water, it was possible to completely dechlorinate by injecting 1.6 to 2.6 times more than the theoretical injection amount: 1.8, 2.2, and 3.1 times more for ST, SM, and SS, respectively. Considering only the injection amount, ST is an efficient dechlorination chemical for water with pH 9 or higher, and SM is for pH 9 or lessConclusion : Considering the product price and user convenience, it is feasible to use ST, which can resolve the odor problem.
目的:本研究的目的是寻找一种有前途的脱氯化学品,可以取代亚硫酸氢钠(SBS),后者主要用作反渗透过程中的脱氯剂,但会引起气味问题。方法:从经济可行性、易用性、毒性等方面进行筛选。其中包括焦亚硫酸钠(SM)、硫代硫酸钠(ST)和亚硫酸钠(SS)。我们考察了水中有机物对余氯分解的影响,并比较了各种脱氯药剂的合适投加量。此外,还评价了处理水的pH值对脱氯的影响。结果与讨论:在理论除氯点注射脱氯药剂后,氯没有完全去除,但仍有10% ~ 40%残留。在超纯水中,注入比理论注入量多1.6 ~ 2.6倍即可完全脱氯,ST为1.8倍,SM为2.2倍,SS为3.1倍。仅从注射量来看,ST对于pH为9及以上的水是有效的脱氯剂,SM对于pH为9及以下的水是有效的脱氯剂。结论:考虑到产品价格和使用的便利性,使用ST是可行的,可以解决异味问题。
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引用次数: 0
A Study on the Improvement of Air Pollutant Permissible Discharge Standards in the Integrated Environmental Permission System 综合环境许可制度下大气污染物允许排放标准的完善研究
Pub Date : 2022-03-31 DOI: 10.4491/ksee.2022.44.3.86
J. Seo, JongBeom Khan, H. Hwang, Sunkyung Lee, Hyeonsoo Park, Yeong-Jin Kim
Objectives : Analysis of overseas cases, and evaluated feasibility of setting permissible discharge standards method in domestic integrated environmental permission system. Through the evaluation results, it is intended to improvement the method of setting permissible discharge standards.Methods : The method of setting permissible discharge standards in the United states, Germany and United kingdom were compared, and evaluated feasibility of the method was conducted by applying nitrogen oxide actual emission data. In addition, analyzed problems derived from the case of integrated permits and suggested solutions. Results and Discussion : It was confirmed that permissible discharge standards for pollutants were established by reflecting characteristics of country. As a result of evaluated feasibility of the permissible discharge standards setting method, when the criteria set by referring to overseas evaluation standards were applied rather than domestic evalution criteria, the number of stacks that required setting permissible discharge standard through discharge impact analysis tended to increase. Through this, it was confirmed that the method of setting permissible discharge standards in domestic system was not excessively strengthened. In standard modeling(AERMOD) of discharge impact anaysis, it was confirmed that topographical data and stack information had a great influence on calculation of process contribution.Conclusion In order to improve domestic integrated environmental permission system, it is necessary to consider reflecting effective stack height in AERMOD, setting the evaluation of ultrafine dust(PM-2.5) or Ozone(O3) with reference to the United States evaluation method or domestric environmental impact assessment evaluation method, applying a simplified analysis to company where the pollutants emitted have little effect on the air, applying ADJ_U * in order to prevent AERMOD pollutants from being overestimated at high concentrations when the atmosphere is stable and the wind speed is low.
目的:分析国外案例,评价国内综合环境许可制度中设定允许排放标准方法的可行性。通过评价结果,旨在改进允许排放标准的制定方法。方法:比较美国、德国和英国制定允许排放标准的方法,并应用氮氧化物实际排放数据对该方法的可行性进行评价。此外,分析了综合许可案例中出现的问题,并提出了解决方案。结果与讨论:证实了污染物允许排放标准是根据国家特点制定的。由于对允许排放标准制定方法的可行性进行了评估,当采用参考国外评估标准而非国内评估标准制定的标准时,需要通过排放影响分析制定允许排放标准的烟囱数量趋于增加。通过这一点,确认了国内系统中设定允许排放标准的方法没有过度加强。在排放影响分析的标准建模(AERMOD)中,证实了地形数据和烟囱信息对过程贡献的计算有很大影响。结论为了完善国内综合环境许可制度,有必要考虑在AERMOD中反映有效堆积高度,参照美国的评价方法或国内环境影响评价方法设置超细粉尘(PM-2.5)或臭氧(O3)的评价,对排放的污染物对空气影响不大的公司进行简化分析,应用ADJ_U*,以防止在大气稳定和风速较低的情况下,AERMOD污染物在高浓度下被高估。
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引用次数: 0
Evaluation of Agricultural Feasibility of Red Mud with the Gypsum from Desulfurization Process and the Regenerated Sulfuric Acid 脱硫石膏和再生硫酸生产赤泥的农业可行性评价
Pub Date : 2022-03-31 DOI: 10.4491/ksee.2022.44.3.55
Jae-eun Bong, Dong Shin, Young-Tae Jo, Jeong-Hun Park
Objectives : Fertilizers were manufactured using red mud, petroleum refining desulfurized gypsum, and recycled sulfuric acid, which are byproducts generated from industrial activities. The chemical properties and heavy metals were analyzed for fertilizers feasibility evaluating, and growth indicators were investigated through lettuce growth experiments and the possibility of agricultural utilizing was determined.Methods : After mixing gypsum with Red Mud at 30 wt% and 50 wt%, fertilizers neutralized at pH 6-7 using regenerated sulfuric acid (RMG30, RMG50) were prepared, and their chemical and heavy metal content were analyzed. In addition, growth indicators (e.g., germination rate, number of leaves, leaf length, leaf width, etc.) were investigated through lettuce growth in soil mixed with 5 to 15% of each fertilizer sample, and agricultural availability for crop growth was assessed.Results and Discussion : Red mud and gypsum mixtures were neutralized by RMG30 and RMG50 within the pH range of 6-7. The contents of heavy metals in the soil of the control and the treatment mixed with RMG30 and RMG50 were all below the concern standards (1 area), and the pH and EC of the treatment soil increased as the amount of fertilizer was injected into the soil. The pH of the soil in growing lettuce was observed to be 6.02 to 8.38, and in most experimental districts, including control soil, it was not included in the growth-affected pH range (pH 5.5 or less, pH 8.0 or higher). The EC of the treatment soil was 8.85 to 20.2 dS/m. In 5% and 10% treatments of RMG50, some growth indices (leaf length) to be higher than those of untreated. And higher growth indicators were observed in RMG50 processing than in RMG30 processing.Conclusion There is no concern about soil pollution caused by heavy metals contained in fertilizers. It is judged that agricultural use will be possible if RMG50 is adjusted to the appropriate EC value of the crop to be grown or used in a salt tolerance crop.
目的:利用工业活动产生的副产品赤泥、石油炼制脱硫石膏和再生硫酸生产肥料。分析其化学性质和重金属含量,进行肥料可行性评价;通过生菜生长试验研究其生长指标,确定其农业利用的可能性。方法:将石膏和赤泥分别以30%和50%的重量混合后,用再生硫酸(RMG30、RMG50)在pH 6 ~ 7条件下中和,制备肥料,并对其化学成分和重金属含量进行分析。此外,通过莴苣在每种肥料样品添加量为5% ~ 15%的土壤中生长,考察其生长指标(如发芽率、叶数、叶长、叶宽等),并评价作物生长的农业有效性。结果与讨论:用RMG30和RMG50在6-7的pH范围内中和赤泥和石膏混合物。对照和掺加RMG30和RMG50的处理土壤重金属含量均低于关注标准(1区),且处理土壤pH和EC随施肥量的增加而升高。生菜生长土壤的pH值为6.02 ~ 8.38,在大部分试验区,包括对照土壤,其pH值不包括在影响生长的pH值范围内(pH≤5.5,pH≥8.0)。处理土壤的EC值为8.85 ~ 20.2 dS/m。在5%和10% RMG50处理下,部分生长指标(叶长)高于未处理。RMG50处理的生长指标高于RMG30处理。结论无需担心化肥中重金属对土壤的污染。如果将RMG50调整为拟种植或用于耐盐作物的适当EC值,则可以用于农业。
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引用次数: 0
Analysis of Domestic Digital and Energy Policy Trends Using Text Mining method 基于文本挖掘方法的国内数字与能源政策趋势分析
Pub Date : 2022-03-31 DOI: 10.4491/ksee.2022.44.3.64
Gihan Lee, Keum ju Yoon, Jie-min Yoon, Jaewan Kim, Keunje Yoo
Objectives : The objective of this study is to understand digitalization and energy conversion trends and suggest future directions using text-mining-based analysis.Methods : From 2015 to 2021, published domestic research reports and policy briefings related to digitalization and energy from government departments and major media outlets were analyzed using text-mining techniques. Frequency, time-series, and association analyses were conducted to understand current trends and patterns.Results and Discussion : Frequency analysis of reports and articles published for the 2015-2021 period found that the most common keywords were, in descending order, ‘education’, ‘finance’, ‘hydrogen’, and ‘solar power’. This indicates that the core technologies of the fourth industrial revolution have been employed in various fields, with a specific focus on renewable energy for carbon neutrality. Time-series analysis confirmed that the direction of government policy has changed, and it was found that digital and energy conversion was accelerating before and after the outbreak of COVID-19 and the Korean version of the New Deal policies. Association analysis revealed that government policies associated with fourth industrial revolution technologies have been established in various fields and the commercialization of renewable energy has been active.Conclusion Analyzing domestic policy directions using text mining revealed an association between the fourth industrial revolution and carbon neutrality. Text mining techniques can be used to more effectively understanding of domestic policy trends, and it is expected that they will apply a wide variety of fields that can utilize them in the future.
目的:本研究的目的是利用基于文本挖掘的分析来了解数字化和能源转换的趋势,并提出未来的发展方向。方法:采用文本挖掘技术对2015 - 2021年政府部门和主要媒体发表的国内数字化和能源相关研究报告和政策简报进行分析。进行频率、时间序列和关联分析以了解当前的趋势和模式。结果和讨论:对2015-2021年期间发表的报告和文章的频率分析发现,最常见的关键词是“教育”、“金融”、“氢”和“太阳能”。这表明第四次工业革命的核心技术已经在各个领域得到应用,特别是可再生能源的碳中和。时间序列分析证实,政府的政策方向发生了变化,在新冠疫情和韩国版新政政策前后,数字和能源转换正在加速。协会分析显示,与第四次产业革命技术相关的政府政策已在各个领域确立,可再生能源的商用化也很活跃。结论利用文本挖掘分析国内政策方向揭示了第四次工业革命与碳中和之间的关联。文本挖掘技术可以用于更有效地理解国内政策趋势,并有望在未来广泛应用于各种可以利用它们的领域。
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引用次数: 0
Evaluation of Feasibility of Chemical Washing Treatment of Nickel in Deep-sea Mining Tailings by Aluminum Sulfate as Extractant 硫酸铝作萃取剂化学洗涤处理深海尾矿中镍的可行性评价
Pub Date : 2022-03-31 DOI: 10.4491/ksee.2022.44.3.77
G. Lee, K. Kim
Objectives : The feasibility of chemical washing by Aluminum Sulfate(AS) was evaluated to treat harmful heavy metals such as Nickel(Ni) in deep-sea mining tailings. Korea(Rep. of) has acquired exclusive exploration rights for deep-sea mining areas and is developing commercial technologies to utilize actually deep-sea mineral resources. Transporting deep-sea mining tailings generated during development to land and use of hazardous chemicals in the marine environment are limited. As it is urgently required to develop remediation technologies considering these restrictions when treating deep-sea mining tailings at sea areas, the results of this research are presented as basic data for remediation technologies development by evaluating Ni extraction characteristic by elapsed time and concentration of additives.Methods : Manganese nodules samples prepared at 2%(w/v) using deionized water and manganese nodules(20 ~ 63 μm) and additives prepared under various concentration conditions were stirred and mixed under 16 elapsed time conditions. A solid phase and a liquid phase were separated, and harmful heavy metals extracted in the liquid phase were analyzed.Results and Discussion : As the elapsed time and the concentration of additives increased, the Ni removal rate also increased. Under the same EthyleneDiamineTetraacetic Acid(EDTA) concentration condition, the Ni removal rate increased as the AS additives concentration increased. 0.1 M EDTA and 1% AS mixed conditions showed the highest removal rate among all concentration conditions(27.5(±1.30) mg/L at 7 d).Conclusion It has been confirmed that the chemical washing treatment ability of AS compared to EDTA is effective without additional pH adjustment, and through the results of this research, it will be necessary to develop and optimize the actual remediation technologies using AS and process design.
目的:评价硫酸铝(AS)化学洗涤处理深海采矿尾矿中有害重金属镍(Ni)的可行性。韩国(代表。已获得深海矿区的独家勘探权,并正在开发实际利用深海矿产资源的商业技术。将开发过程中产生的深海采矿尾矿运至陆地和限制在海洋环境中使用危险化学品。鉴于在海域处理深海采矿尾矿时,迫切需要开发考虑这些限制的修复技术,本研究通过对经过时间和添加剂浓度的提取特性进行评价,为修复技术的开发提供基础数据。方法:用去离子水和锰结核(20 ~ 63 μm)以及不同浓度条件下制备的添加剂,在2%(w/v)的浓度下制备锰结核样品,在16个时间条件下搅拌混合。分离了固相和液相,对液相中提取的有害重金属进行了分析。结果与讨论:随着时间的延长和添加剂浓度的增加,镍的去除率也增加。在相同乙二胺四乙酸(EDTA)浓度条件下,随着as添加剂浓度的增加,Ni去除率增加。0.1 M EDTA和1% AS的混合条件在所有浓度条件中去除率最高(7d时为27.5(±1.30)mg/L)。结论与EDTA相比,AS的化学洗涤处理能力是有效的,无需额外的pH调节,通过本研究结果,有必要开发和优化利用AS的实际修复技术和工艺设计。
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引用次数: 2
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daehanhwangyeonggonghaghoeji
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