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Facile synthesis of Cu-doped manganese oxide octahedral molecular sieve for the efficient degradation of sulfamethoxazole via peroxymonosulfate activation 被引量:1
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作者 Yuhua Qiu Yingping Huang +2 位作者 Yanlan Wang Xiang Liu Di Huang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2024年第12期2770-2780,共11页
Advanced processes for peroxymonosulfate(PMS)-based oxidation are efficient in eliminating toxic and refractory organic pol-lutants from sewage.The activation of electron-withdrawing HSO_(5)^(-)releases reactive speci... Advanced processes for peroxymonosulfate(PMS)-based oxidation are efficient in eliminating toxic and refractory organic pol-lutants from sewage.The activation of electron-withdrawing HSO_(5)^(-)releases reactive species,including sulfate radical(·SO_(4)^(-)),hydroxyl radical(·OH),superoxide radical(·O_(2)^(-)),and singlet oxygen(1O_(2)),which can induce the degradation of organic contaminants.In this work,we synthesized a variety of M-OMS-2 nanorods(M=Co,Ni,Cu,Fe)by doping Co^(2+),Ni^(2+),Cu^(2+),or Fe^(3+)into manganese oxide oc-tahedral molecular sieve(OMS-2)to efficiently remove sulfamethoxazole(SMX)via PMS activation.The catalytic performance of M-OMS-2 in SMX elimination via PMS activation was assessed.The nanorods obtained in decreasing order of SMX removal rate were Cu-OMS-2(96.40%),Co-OMS-2(88.00%),Ni-OMS-2(87.20%),Fe-OMS-2(35.00%),and OMS-2(33.50%).Then,the kinetics and struc-ture-activity relationship of the M-OMS-2 nanorods during the elimination of SMX were investigated.The feasible mechanism underly-ing SMX degradation by the Cu-OMS-2/PMS system was further investigated with a quenching experiment,high-resolution mass spec-troscopy,and electron paramagnetic resonance.Results showed that SMX degradation efficiency was enhanced in seawater and tap water,demonstrating the potential application of Cu-OMS-2/PMS system in sewage treatment. 展开更多
关键词 SULFAMETHOXAZOLE manganese oxide octahedral molecular sieve PEROXYMONOSULFATE sewage treatment COPPER
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混合策略在水泥窑炉煅烧NO_(x)浓度预测中的应用 被引量:1
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作者 陈延信 刘玄芝 +1 位作者 贺宁 姚艳飞 《安全与环境学报》 CAS CSCD 北大核心 2024年第2期750-758,共9页
NO_(x)体积分数是反映水泥窑炉煅烧过程中氮排放的一个关键环保指标。水泥煅烧过程具有大噪声、大时滞和非线性等复杂特性。为了解决以上难点,提出基于互补集合经验模态分解(Complemementary Ensemble Empirical Mode Decomposition,CEE... NO_(x)体积分数是反映水泥窑炉煅烧过程中氮排放的一个关键环保指标。水泥煅烧过程具有大噪声、大时滞和非线性等复杂特性。为了解决以上难点,提出基于互补集合经验模态分解(Complemementary Ensemble Empirical Mode Decomposition,CEEMD)、熵原理的互信息(Mutual Information,MI)、最大相关最小冗余算法(Max-Relevance and Min-Redundancy,mRMR)和天牛须搜索算法(Beetle Antennae Search,BAS)优化神经网络(Back Propagation Neural Network,BPNN)的混合策略,并用于NO_(x)体积分数预测。首先,CEEMD和中值平均滤波用于处理大噪声。同时,利用熵原理的MI和mRMR进行时滞分析和变量选择,解决大时滞问题。其次,利用BAS提高多层前馈(Back Propagation,BP)神经网络的预测能力,并解决非线性工况问题。最后,将该策略进行工业应用。结果显示,在25900个工业测试样本中,两组的均方根误差(Root Mean Squared Error,RMSE)和平均绝对误差(Mean Absolute Error,MAE)分别仅为0.3024、0.2059和0.2153、0.2013。预测模型结果可指导水泥脱硝操作人员精准喷氨,减少NO_(x)排放并降低氨水用量和氨逃逸情况。 展开更多
关键词 环境工程学 NO_(x)排放 互信息 互补集合经验模态分解 最大相关最小冗余 天牛须搜索算法
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基于IBES-XGBoost的高速铁路沿线风速预测模型 被引量:1
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作者 孟建军 江相君 +1 位作者 孟高阳 李德仓 《灾害学》 CSCD 北大核心 2024年第1期57-63,共7页
为保证高速铁路沿线风灾预警信息具有较高时效性,需要进行高速铁路沿线超短期风速的提前多步预测。针对众多预测模型在预测中可能存在较大误差的问题,采用Tent混沌映射和BFGS拟牛顿法对秃鹰搜索算法进行改进,并用改进的秃鹰搜索算法(IB... 为保证高速铁路沿线风灾预警信息具有较高时效性,需要进行高速铁路沿线超短期风速的提前多步预测。针对众多预测模型在预测中可能存在较大误差的问题,采用Tent混沌映射和BFGS拟牛顿法对秃鹰搜索算法进行改进,并用改进的秃鹰搜索算法(IBES)对XGBoost的初始参数进行优化。在构建IBES-XGBoost模型时,加入风速以外的其他气象特征,以提高预测精度。实验结果表明:(1)改进的秃鹰算法相比其他智能优化算法有更好的寻优能力,与其他模型相比IBES-XGBoost在超短期风速的提前多步预测上有着较高的精度和较好的拟合效果。(2)Tent混沌映射和BFGS拟牛顿法对秃鹰算法有着较好的改进效果。(3)IBES-XGBoost能为高速铁路规范下的大风预警提供可靠的提前多步预测结果。 展开更多
关键词 高速铁路 风灾 风速预测 机器学习 秃鹰搜索算法
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Glycine-β-cyclodextrin-assisted cometabolism of phenanthrene and pyrene by Pseudomonas stutzeri DJP 1 from marine sediment
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作者 Junfeng JIANG Weijun TIAN +3 位作者 Zhiyang LU Meile CHU Huimin CAO Dantong ZHANG 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2024年第2期560-569,共10页
Cometabolic degradation is currently an effective and extensively way to remove high molecular weight polycyclic aromatic hydrocarbons(HMW-PAHs).Unfortunately,due to low bio-accessibility and high biotoxicity,the come... Cometabolic degradation is currently an effective and extensively way to remove high molecular weight polycyclic aromatic hydrocarbons(HMW-PAHs).Unfortunately,due to low bio-accessibility and high biotoxicity,the cometabolic degradation rate of HMW-PAHs is limited.Glycine-β-cyclodextrin(GCD)was obtained through amino modification ofβ-cyclodextrin(BCD)and added to cometabolic system of phenanthrene(PHE)and pyrene(PYR)to assist PYR biodegradation.Results show that the addition of GCD(100 mg/L)effectively improved the removal rate of PYR(20 mg/L)by 42.3%.GCD appeared to increase the bio-accessibility and reduce the biotoxicity of PHE and PYR,and then promoted the growth of Pseudomonas stutzeri DJP1 and stimulated the elevation of dehydrogenase(DHA)and catechol 12 dioxygenase(C12O)activities.The phthalate metabolic pathway was accelerated,which improved the cometabolic degradation.This study provided a new reference for the cometabolic degradation of HMW-PAHs. 展开更多
关键词 COMETABOLISM PHENANTHRENE PYRENE glycine-β-cyclodextrin biological accessibility biotoxicity
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Effects of pyraclostrobin on growth,oxidative stress,and gene expression in relation to stress and ATP-binding cassette transporters in Tetrahymena thermophila
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作者 Yang LIU Jiale ZHANG +4 位作者 Peng XIAO Xin LIU Yisifu MA Jing ZHANG Bangjun ZHANG 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2024年第1期150-162,共13页
Pyraclostrobin(PYR),a widely used fungicide,has negative effects on fish and algae,but its toxicity in protozoa remains unclear.In this study,the effects of PYR on the growth,oxidative stress,and gene expression relat... Pyraclostrobin(PYR),a widely used fungicide,has negative effects on fish and algae,but its toxicity in protozoa remains unclear.In this study,the effects of PYR on the growth,oxidative stress,and gene expression related to stress and ATP-binding cassette(ABC)transporters in Tetrahymena thermophila were investigated.The result showed that the 96-h IC_(50)of PYR against T.thermophila was 17.2 mg/L.Moreover,PYR inhibited the growth of T.thermophila in concentration-or time-dependent manner.A morphological study revealed that the shape and size of T.thermophila changed,and damage of cell membrane surface was observed by scanning electron microscopy after 96 h of PYR exposure.The activities of superoxide dismutase(SOD)and catalase(CAT)increased throughout the experiment.In contrast,the glutathione(GSH)content was increased at 24 h and 48 h of exposure and decreased at 96 h.Moreover,a significant increase in malondialdehyde(MDA)level was observed in T.thermophila after96 h of exposure.Furthermore,PYR upregulated the HSP703,HSP705,GPx2,and ABAC15 gene expression in the 0.1–5-mg/L groups and downregulated the HSP704,HSP90,TGR,and ABCC52 mRNA levels at 96 h of exposure.These results suggest that PYR may exert adverse effects on T.thermophila by inducing oxidative stress and changing the gene expression related to ABC transporters and stress,which may enrich the understanding of the toxicity mechanism of PYR in aquatic organisms and provide reference data for aquatic ecological risk assessments. 展开更多
关键词 PYRACLOSTROBIN Tetrahymena thermophila GROWTH oxidative stress gene expression
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Multi-Pollutant Formation and Control in Pressurized Oxy-Combustion:SO_(x),NO_(x),Particulate Matter,and Mercury
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作者 Gaofeng Dai Jiaye Zhang +9 位作者 Zia ur Rahman Yufeng Zhang Yili Zhang Milan Vujanović Hrvoje Mikulčić Nebojsa Manic Aneta Magdziarz Houzhang Tan Richard L.Axelbaum Xuebin Wang 《Engineering》 SCIE EI CAS CSCD 2024年第8期127-153,共27页
Oxy-combustion is a promising carbon-capture technology,but atmospheric-pressure oxy-combustion has a relatively low net efficiency,limiting its application in power plants.In pressurized oxycombustion(POC),the boiler... Oxy-combustion is a promising carbon-capture technology,but atmospheric-pressure oxy-combustion has a relatively low net efficiency,limiting its application in power plants.In pressurized oxycombustion(POC),the boiler,air separation unit,flue gas recirculation unit,and CO_(2)purification and compression unit are all operated at elevated pressure;this makes the process more efficient,with many advantages over atmospheric pressure,such as low NO_(x)emissions,a smaller boiler size,and more.POC is also more promising for industrial application and has attracted widespread research interest in recent years.It can produce high-pressure CO_(2)with a purity of approximately 95%,which can be used directly for enhanced oil recovery or geo-sequestration.However,the pollutant emissions must meet the standards for carbon capture,storage,and utilization.Because of the high oxygen and moisture concentrations in POC,the formation of acids via the oxidation and solution of SO_(x)and NO_(x)can be increased,causing the corrosion of pipelines and equipment.Furthermore,particulate matter(PM)and mercury emissions can harm the environment and human health.The main distinction between pressurized and atmospheric-pressure oxy-combustion is the former’s elevated pressure;thus,the effect of this pressure on the pollutants emitted from POC—including SO_(x),NO_(x),PM,and mercury—must be understood,and effective control methodologies must be incorporated to control the formation of these pollutants.This paper reviews recent advances in research on SO_(x),NO_(x),PM,and mercury formation and control in POC systems that can aid in pollutant control in such systems. 展开更多
关键词 Pressurized oxy-combustion Sulfur oxides Nitrogen oxides Particulate matter MERCURY Direct contact cooler Carbon capture and sequestration
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基于AMESim的柴油机SCR系统NO_(X)转化率仿真与验证 被引量:1
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作者 高豪杰 温志松 +3 位作者 郑竹安 汪功校 潘军如 李家伟 《农业装备与车辆工程》 2024年第1期178-182,共5页
为研究车用柴油机SCR系统催化转化效率的影响因素,利用AMESim软件建立SCR系统仿真模型,结合台架试验,分析了排气温度、NO_(2)/NO_(X)值以及排气流量对系统NO_(X)转化率的影响。将不同温度下SCR系统仿真输出的NO_(X)转化率数据进行了实... 为研究车用柴油机SCR系统催化转化效率的影响因素,利用AMESim软件建立SCR系统仿真模型,结合台架试验,分析了排气温度、NO_(2)/NO_(X)值以及排气流量对系统NO_(X)转化率的影响。将不同温度下SCR系统仿真输出的NO_(X)转化率数据进行了实验验证,结果表明模型预测误差小于5%。仿真结果显示:SCR系统的NO_(X)转化率会随排气温度升高而明显增大,370~450℃为系统性能的最佳温度区间,NO_(X)转化率最大值均在88%以上。NO_(X)转化率随着NO_(2)/NO_(X)值的提高而增加,且当NO_(2)/NO_(X)值为55%~60%时达到峰值。当排气温度处于400~450℃之间时,NO_(X)转化率受排气流量影响较小,转化率稳定在90%左右。确定了SCR系统在发动机不同工况条件下的工作性能,为后续的尿素喷射控制研究提供指导依据。 展开更多
关键词 柴油机 SCR系统 催化转化 AMESIM仿真 排放控制 NO_(X)转化率
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Regulation of interlayer channels of graphene oxide nanosheets in ultra-thin Pebax mixed-matrix membranes for CO_(2) capture
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作者 Feifan Yang Yuanhang Jin +5 位作者 Jiangying Liu Haipeng Zhu Rong Xu Fenjuan Xiangli Gongping Liu Wanqin Jin 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第3期257-267,共11页
For the application of carbon capture by membrane process,it is crucial to develop a highly permeable CO_(2)-selective membrane.In this work,we reported an ultra-thin polyether-block-amide(Pebax)mixedmatrix membranes(... For the application of carbon capture by membrane process,it is crucial to develop a highly permeable CO_(2)-selective membrane.In this work,we reported an ultra-thin polyether-block-amide(Pebax)mixedmatrix membranes(MMMs)incorporated by graphene oxide(GO),in which the interlayer channels were regulated to optimize the CO_(2)/N_(2) separation performance.Various membrane preparation conditions were systematically investigated on the influence of the membrane structure and separation performance,including the lateral size of GO nanosheets,GO loading,thermal reduction temperature,and time.The results demonstrated that the precisely regulated interlayer channel of GO nanosheets can rapidly provide CO_(2)-selective transport channels due to the synergetic effects of size sieving and preferential adsorption.The GO/Pebax ultra-thin MMMs exhibited CO_(2)/N_(2) selectivity of 72 and CO_(2) permeance of 400 GPU(1 GPU=106 cm^(3)(STP)·cm^(2)·s^(-1)·cmHg^(-1)),providing a promising candidate for CO_(2) capture. 展开更多
关键词 Mixed-matrix membrane Ultra-thin membrane Pebax Graphene oxide CO_(2) capture
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Novel Cs-Mg-Al mixed oxide with improved mobility of oxygen species for passive NO_(x)adsorption
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作者 Yimeng Yin Chizhong Wang +5 位作者 Lei Qiu Xing Li Feilin Zhao Jie Yu Jinchi Han Huazhen Chang 《Green Energy & Environment》 SCIE EI CAS CSCD 2024年第10期1581-1591,共11页
The development of passive NO_(x)adsorbers with cost-benefit and high NO_(x)storage capacity remains an on-going challenge to after-treatment technologies at lower temperatures associated with cold-start NO_(x)emissio... The development of passive NO_(x)adsorbers with cost-benefit and high NO_(x)storage capacity remains an on-going challenge to after-treatment technologies at lower temperatures associated with cold-start NO_(x)emissions.Herein,Cs_(1)Mg_(3)Al catalyst prepared by sol-gel method was cyclic tested in NO_(x)storage under 5 vol%water.At 100°C,the NO_(x)storage capacity(1219 μmol g^(-1))was much higher than that of Pt/BaO/Al_(2)O_(3)(610 μmol g^(-1)).This provided new insights for non-noble metal catalysts in low-temperature passive NO_(x)adsorption.The addition of Cs improved the mobility of oxygen species and thus improved the NO_(x)storage capacity.The XRD,XPS,IR spectra and in situ DRIFTs with NH3 probe showed an interaction between CsO_(x)and AlO_(x)sites via oxygen species formed on Cs_(1)Mg_(3)Al catalyst.The improved mobility of oxygen species inferred from O2-TPD was consistent with high NO_(x)storage capacity related to enhanced formation of nitrate and additional nitrite species by NO_(x)oxidation.Moreover,the addition of Mg might improve the stability of Cs_(1)Mg_(3)Al by stabilizing surface active oxygen species in cyclic experiments. 展开更多
关键词 Passive NO_(x)adsorber Low-temperature NO_(x)storage Cesium O_(x)ygen mobility
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RDX基PBX在高温条件下热损伤表征试验研究
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作者 吴艳青 潘帅 江鹏 《安全与环境学报》 CAS CSCD 北大核心 2024年第3期891-897,共7页
炸药热损伤特征及演化行为对装药安全性具有重要影响。为探究高聚物黏结剂炸药(Polymer Binder Explosive,PBX)在不同温度载荷下的内部损伤和演化行为,对无约束状态下炸药进行烤燃试验,使用分析天平监测炸药的质量变化,并采用显微镜和... 炸药热损伤特征及演化行为对装药安全性具有重要影响。为探究高聚物黏结剂炸药(Polymer Binder Explosive,PBX)在不同温度载荷下的内部损伤和演化行为,对无约束状态下炸药进行烤燃试验,使用分析天平监测炸药的质量变化,并采用显微镜和扫描电子显微镜等技术对炸药样品的表面和内部损伤进行表征。结果表明:温度越高,炸药的质量损失越大且损失速率越快;加热过程中黏结剂先发生熔化,随着加热时间变长和温度升高,黏结剂熔化程度增大,流动性增强,气体从炸药表面孔洞内逸出,孔洞增多且尺寸变大;温度越高炸药内部出现的孔隙越多,孔隙尺寸越大,孔隙主要是由于气体从试样内部逸出形成;炸药内部比表面积变化趋势为上升—下降—上升,其变化趋势受到化学反应速率和黏结剂的流动及损失影响。黏结剂材料的热稳定性是影响炸药热损伤演化行为的重要因素。 展开更多
关键词 安全工程 高聚物黏结剂炸药(PBX) 烤燃 热损伤 细观表征
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Balancing Dermatological and Gynecological Considerations: Evaluating the Necessity of Pelvic Exams in OCP Prescriptions for Acne Management
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作者 Kelly Frasier Grace Herrick +5 位作者 Haily Fritts Erika Esquivel Maddie Moll Aparna Naik Guang Orestes Sarah Lopera 《Journal of Biomedical Science and Engineering》 2024年第10期194-205,共12页
Routine pelvic examinations in women prescribed oral contraceptive pills (OCPs) for acne management are scrutinized to assess their impact on dermatological outcomes versus gynecological health. A synthesis of clinica... Routine pelvic examinations in women prescribed oral contraceptive pills (OCPs) for acne management are scrutinized to assess their impact on dermatological outcomes versus gynecological health. A synthesis of clinical trials, patient surveys, and medical guidelines reveals that these routine exams do not significantly enhance the effectiveness of acne treatment with OCPs but are linked to increased patient discomfort and false-positive results. Evidence suggests that routine pelvic examinations do not significantly impact the effectiveness of acne management with OCPs but are associated with increased patient discomfort and higher rates of false-positive results. The analysis indicates that a more personalized approach, focusing on selective pelvic examinations based on individual risk factors and clinical symptoms, may offer a more practical and patient-centered alternative. The review advocates for a reexamination of existing guidelines to better align with a model of individualized care, emphasizing the need for further research to optimize best practices at the intersection of dermatological and gynecological care. Adopting a personalized approach to pelvic examinations could substantially improve patient care by minimizing unnecessary interventions and discomfort while maintaining the efficacy of acne treatment with oral contraceptive pills. 展开更多
关键词 Pelvic Examinations Oral Contraceptive Pills (OCPs) Acne Management Dermatological Outcomes Gynecological Health Selective Pelvic Examinations Personalized Approach Reexamination of Guidelines Intersection of Dermatological and Gynecological Care Patient-Centered Care
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基于AQUATOX模拟的小球藻处理水产养殖废水试验
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作者 马兴冠 周欣彤 简文浩 《沈阳建筑大学学报(自然科学版)》 CAS 北大核心 2024年第2期378-384,共7页
目的 为实现低碳快捷处理水产养殖废水,探究利用小球藻处理废水的最优方案。方法 以某鲅鱼养殖基地水体为对象,利用AQUATOX软件建立水生态环境模型,根据不同的水产养殖废水浓度、水力停留时间和流量建立5个试验组,稀释后投加5 mg/L的小... 目的 为实现低碳快捷处理水产养殖废水,探究利用小球藻处理废水的最优方案。方法 以某鲅鱼养殖基地水体为对象,利用AQUATOX软件建立水生态环境模型,根据不同的水产养殖废水浓度、水力停留时间和流量建立5个试验组,稀释后投加5 mg/L的小球藻藻种,模拟分析小球藻的处理效果,并将结果与实测数据进行对比。结果 投加小球藻的最适比例为:ρ(小球藻)∶ρ(TN)∶ρ(NH_(3)-N)∶ρ(TP)∶ρ(CODcr)=1∶16.8∶3.2∶0.8∶40;最适投加比例的小球藻对废水中的TN、TP、NH_(3)-N、CODCr的处理效率分别达到了73%、72.5%、94%、75%;藻生物量也达到了初始值的26倍。结论 应用AQUATOX模型可以快速实现小球藻处理水产养殖废水方案优化,TN、TP、NH_(3)-N和CODcr质量浓度模拟结果的平均相对误差分别为0.32%、2.52%、4.83%和0.10%。 展开更多
关键词 小球藻 水产养殖废水处理 AQUATOX模型 优化方案 模拟控制
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磺胺甲恶唑(SMX)对双齿围沙蚕的毒性效应研究
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作者 陈志 陈銮淇 +3 位作者 胡丰晓 周洪磊 何家博 霍朋辉 《生态毒理学报》 CAS CSCD 北大核心 2024年第4期350-359,共10页
磺胺甲恶唑(sulfamethoxazole,SMX)作为一种广谱型抗生素,由于大量使用而在水体中广泛存在。为研究SMX对海洋多毛类动物双齿围沙蚕(Perinereis aibuhitensis)的毒性效应,将双齿围沙蚕暴露于1、10和100μg·L^(-1)SMX的海水中15 d,... 磺胺甲恶唑(sulfamethoxazole,SMX)作为一种广谱型抗生素,由于大量使用而在水体中广泛存在。为研究SMX对海洋多毛类动物双齿围沙蚕(Perinereis aibuhitensis)的毒性效应,将双齿围沙蚕暴露于1、10和100μg·L^(-1)SMX的海水中15 d,从个体、细胞和分子水平探究SMX对双齿围沙蚕的生长、掘穴行为、抗氧化防御、非特异性免疫以及细胞凋亡等方面的影响。结果表明,1μg·L^(-1)和10μg·L^(-1)SMX对沙蚕体质量的影响不显著(P>0.05),但所有SMX处理组双齿围沙蚕的体长都显著高于对照组水平(P<0.05)。暴露于SMX的双齿围沙蚕掘穴率显著降低,且高浓度SMX(100μg·L^(-1))对双齿围沙蚕有明显的神经毒性作用,表现为乙酰胆碱酯酶活性的显著降低。SMX暴露诱导了氧化应激,导致了超氧化物歧化酶(superoxide dismutase,SOD)、过氧化氢酶(catalase,CAT)活性的升高以及丙二醛(malondialdehyde,MDA)含量的下降。此外,10μg·L^(-1)和100μg·L^(-1)SMX暴露下酸性磷酸酶(ACP)活性显著降低,表明暴露于高浓度的SMX可能会降低双齿围沙蚕的免疫力。最后,高浓度SMX暴露下,双齿围沙蚕凋亡相关基因大都呈现下调趋势,抑制细胞凋亡。本研究有助于进一步了解SMX污染对水生无脊椎动物的毒性效应,增进对SMX生态毒性的认识。 展开更多
关键词 SMX 双齿围沙蚕 氧化应激 神经毒性 基因毒性
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基于LSTM-SAFCN模型的生物质锅炉NO_(x)排放浓度预测
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作者 何德峰 刘明裕 +2 位作者 孙芷菲 王秀丽 李廉明 《高技术通讯》 CAS 北大核心 2024年第1期92-100,共9页
针对生物质锅炉燃烧过程的动态特性,提出一种改进的长短期记忆-自注意力机制全卷积神经网络(LSTM-SAFCN)模型用于预测NO_(x)排放浓度。首先利用完全自适应噪声集合经验模态分解法(CEEMDAN)对数据进行预处理,消除数据噪声对NO_(x)排放浓... 针对生物质锅炉燃烧过程的动态特性,提出一种改进的长短期记忆-自注意力机制全卷积神经网络(LSTM-SAFCN)模型用于预测NO_(x)排放浓度。首先利用完全自适应噪声集合经验模态分解法(CEEMDAN)对数据进行预处理,消除数据噪声对NO_(x)排放浓度预测的影响;其次融合自注意力机制与长短时记忆-全卷积神经网络(LSTM-FCN)进行特征提取与预测建模,该拓展方法能够同时兼顾时间序列数据的局部细节与长期趋势特征;最后,利用生物质热电联产系统的实际运行数据验证了所提算法的有效性。 展开更多
关键词 生物质锅炉 NO_(x)排放浓度预测 经验模态分解 长短时记忆-全卷积神经网络(LSTM-FCN) 自注意力机制
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基于XGBoost的震后物资动态需求预测
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作者 李艳 徐慧颖 +1 位作者 周鑫鑫 王付宇 《黑龙江工业学院学报(综合版)》 2024年第8期76-82,共7页
地震作为突发性自然灾害,常常造成严重人员伤亡,应急物资需求预测研究是灾后应急救援的重要组成部分,是物资统筹调配的前提,合理科学的物资需求预测可以提高救援效率。针对震后应急物资需求预测分为两步,首先,对震灾总伤亡人数进行预计... 地震作为突发性自然灾害,常常造成严重人员伤亡,应急物资需求预测研究是灾后应急救援的重要组成部分,是物资统筹调配的前提,合理科学的物资需求预测可以提高救援效率。针对震后应急物资需求预测分为两步,首先,对震灾总伤亡人数进行预计,再利用经验函数对地震动态伤亡人数进行初始估计;旨在根据前期时间段内的伤亡人数,实现对后续伤亡人数有更为精准的预测,将以前序时间内的伤亡人数为依据,引入基于XGBoost的地震动态伤亡人数预测模型,以提高预测的准确性和可靠性。其次,利用物资需求量与动态伤亡人数的线性关系,根据具有提前期概念的动态需求估计模型计算出每日所需物资,实现动态需求预测。最后,运用所提方法对“汶川地震”伤亡人数、受伤人数、死亡人数进行动态预测,并估算了物资动态需求量,为灾区应急物资供应提供参考。 展开更多
关键词 地震灾害 人员伤亡预测 XGBoost 提前期 需求估计模型
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单层Ti_(3)C_(2)T_(x)/ZnO复合光催化剂的制备及对盐酸四环素的降解应用
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作者 吴方棣 赖丽婷 李学全 《化工新型材料》 CAS CSCD 北大核心 2024年第S01期441-446,共6页
采用二甲基亚砜(DMSO)插层法制备单层Ti_(3)C_(2)T_(x),并用共沉淀法合成了高催化活性的Ti_(3)C_(2)T_(x)/ZnO复合光催化剂。通过X射线粉末衍射(XRD)、扫描电子显微镜(SEM)、X射线光电子能谱(XPS)和紫外-可见漫反射光谱(UV-Vis DRS)等... 采用二甲基亚砜(DMSO)插层法制备单层Ti_(3)C_(2)T_(x),并用共沉淀法合成了高催化活性的Ti_(3)C_(2)T_(x)/ZnO复合光催化剂。通过X射线粉末衍射(XRD)、扫描电子显微镜(SEM)、X射线光电子能谱(XPS)和紫外-可见漫反射光谱(UV-Vis DRS)等手段进行表征。结果表明:ZnO与Ti_(3)C_(2)T_(x)复合后,其光催化性能得到了明显提升,当Ti_(3)C_(2)T_(x)与ZnO复合比例为16%时,其具有最佳的降解效果,在可见光照射2h下对盐酸四环素(TCH)降解率可达91.36%。光催化活性的提高主要由于Ti_(3)C_(2)T_(x)与ZnO表面形成的肖特基势垒有效地抑制了电子空穴的复合,提高了光催化效率。 展开更多
关键词 单层Ti_(3)C_(2)T_(x) ZNO 盐酸四环素 光催化
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An innovative classification system for ranking the biological effects of marine aromatic hydrocarbons based on fish embryotoxicity 被引量:1
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作者 Ronghui Zheng Chao Fang +4 位作者 Fukun Hong Min Zhang Fulong Gao Yusheng Zhang Jun Bo 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2024年第6期153-162,共10页
Petroleum hydrocarbon pollution is a global concern,particularly in coastal environments.Polycyclic aromatic hydrocarbons(PAHs) are regarded as the most toxic components of petroleum hydrocarbons.In this study,the bio... Petroleum hydrocarbon pollution is a global concern,particularly in coastal environments.Polycyclic aromatic hydrocarbons(PAHs) are regarded as the most toxic components of petroleum hydrocarbons.In this study,the biomonitoring and ranking effects of petroleum hydrocarbons and PAHs on the marine fish model Oryzias melastigma embryos were determined in the Jiulong River Estuary(JRE) and its adjacent waters in China.The results showed that the levels of petroleum hydrocarbons from almost all sites met the primary standard for marine seawater quality,and the concentrations of the 16 priority PAHs in the surface seawater were lower compared with those in other coastal areas worldwide.A new fish expert system based on the embryotoxicity of O.melastigma(OME-FES) was developed and applied in the field to evaluate the biological effects of petroleum hydrocarbons and PAHs.The selected physiological index and molecular indicators in OME-FES were appropriate biomarkers for indicating the harmful effects of petroleum hydrocarbons and PAHs.The outcome of OME-FES revealed that the biological effect levels of the sampling sites ranged from level Ⅰ(no stress) to level Ⅲ(medium stress),which is further corroborated by the findings of nested analysis of variance(ANOVA) models.Our results suggest that the OME-FES is an effective tool for evaluating and ranking the biological effects of marine petroleum hydrocarbons and PAHs.This method may also be applied to evaluate other marine pollutants based on its framework. 展开更多
关键词 petroleum hydrocarbons polycyclic aromatic hydrocarbons fish expert system integrated biomarker response nested one-way analysis of variance
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重型柴油车NO_(x)排放因子与其浓度相关性研究
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作者 刘树成 张晓 +4 位作者 刘加昂 杨保华 纪少波 蒲雨新 崔焕星 《环境科学研究》 CAS CSCD 北大核心 2024年第3期545-553,共9页
重型柴油车排放的NO_(x)污染物对环境空气质量影响较大,受排放标准、排放控制技术水平、检测方法、驾驶工况等众多因素的影响,当前较难整体评估在用重型柴油车的实际排放状况.本研究首先通过发动机排放台架试验及实际道路排放(PEMS)循... 重型柴油车排放的NO_(x)污染物对环境空气质量影响较大,受排放标准、排放控制技术水平、检测方法、驾驶工况等众多因素的影响,当前较难整体评估在用重型柴油车的实际排放状况.本研究首先通过发动机排放台架试验及实际道路排放(PEMS)循环试验,探究了重型柴油车NO_(x)排放因子与NO_(x)平均浓度之间的内在联系;其次,研究了远程监控有效数据筛选规则,提出了一种基于NO_(x)日均浓度评估远程监控重型柴油车NO_(x)排放因子的方法.结果表明:重型柴油车发动机排放台架、PEMS循环试验的NO_(x)排放因子均与NO_(x)平均浓度呈较强相关性,相关系数(R^(2))为0.99.通过远程监控平台监测数据验证了重型柴油车的NO_(x)排放因子与NO_(x)日均浓度有一定相关性,R^(2)高于0.9(p<0.01).因此,可用重型柴油车排放的NO_(x)日均浓度来表征整车污染物排放情况.研究显示,安装远程终端的第五和第六排放阶段的重型柴油车,分别按照NO_(x)日均浓度低于200×10^(−6)和50×10^(−6)来判定排放稳定达标重型柴油车,按照NO_(x)日均浓度高于900×10^(−6)和500×10^(−6)来判定高排放重型柴油车,监管部门和车辆生产企业可利用该指标快速筛选排放稳定达标以及高排放重型柴油车. 展开更多
关键词 NO_(x)排放因子 重型柴油车 相关性 远程监控平台 NO_(x)日均浓度
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Porous metal oxides in the role of electrochemical CO_(2) reduction reaction 被引量:1
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作者 Ziqi Zhang Jinyun Xu +9 位作者 Yu Zhang Liping Zhao Ming Li Guoqiang Zhong Di Zhao Minjing Li Xudong Hu Wenju Zhu Chunming Zheng Xiaohong Sun 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2024年第1期373-398,I0009,共27页
The global energy-related CO_(2) emissions have rapidly increased as the world economy heavily relied on fossil fuels.This paper explores the pressing challenge of CO_(2) emissions and highlights the role of porous me... The global energy-related CO_(2) emissions have rapidly increased as the world economy heavily relied on fossil fuels.This paper explores the pressing challenge of CO_(2) emissions and highlights the role of porous metal oxide materials in the electrocatalytic reduction of CO_(2)(CO_(2)RR).The focus is on the development of robust and selective catalysts,particularly metal and metal-oxide-based materials.Porous metal oxides offer high surface area,enhancing the accessibility to active sites and improving reaction kinetics.The tunability of these materials allows for tailored catalytic behavior,targeting optimized reaction mechanisms for CO_(2)RR.The work also discusses the various synthesis strategies and identifies key structural and compositional features,addressing challenges like high overpotential,poor selectivity,and low stability.Based on these insights,we suggest avenues for future research on porous metal oxide materials for electrochemical CO_(2) reduction. 展开更多
关键词 CO_(2)reduction Carbon dioxide TRANSFORMATION Porous metal oxides ELECTROCATALYSIS
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Motion and Special Relativity in Complex Spaces
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作者 Jerzy K. Filus 《Journal of Applied Mathematics and Physics》 2024年第1期330-361,共32页
A natural extension of the Lorentz transformation to its complex version was constructed together with a parallel extension of the Minkowski M<sup>4</sup> model for special relativity (SR) to complex C<... A natural extension of the Lorentz transformation to its complex version was constructed together with a parallel extension of the Minkowski M<sup>4</sup> model for special relativity (SR) to complex C<sup>4</sup> space-time. As the [signed] absolute values of complex coordinates of the underlying motion’s characterization in C<sup>4</sup> one obtains a Newtonian-like type of motion whereas as the real parts of the complex motion’s description and of the complex Lorentz transformation, all the SR theory as modeled by M<sup>4</sup> real space-time can be recovered. This means all the SR theory is preserved in the real subspace M<sup>4</sup> of the space-time C<sup>4</sup> while becoming simpler and clearer in the new complex model’s framework. Since velocities in the complex model can be determined geometrically, with no primary use of time, time turns out to be definable within the equivalent theory of the reduced complex C<sup>4</sup> model to the C<sup>3</sup> “para-space” model. That procedure allows us to separate time from the (para)space and consider all the SR theory as a theory of C<sup>3</sup> alone. On the other hand, the complex time defined within the C<sup>3</sup> theory is interpreted and modeled by the single separate C<sup>1</sup> complex plane. The possibility for application of the C<sup>3</sup> model to quantum mechanics is suggested. As such, the model C<sup>3</sup> seems to have unifying abilities for application to different physical theories. 展开更多
关键词 Special Relativity Complex Space and Time Models and Dramatic SR Simplification Complex Time and Space Separation Complex Time Interpretation
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