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水基切削液中优势硫酸盐还原菌的分离、生理特性及其活性抑制研究
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作者 朱大玲 马迪 +3 位作者 孙鑫 张港生 程淋 项军 《安全与环境学报》 CAS CSCD 北大核心 2023年第6期2119-2127,共9页
水基切削液在金属加工领域应用广泛,在使用过程中容易腐败发臭,硫酸盐还原菌是导致其腐败变臭的主要微生物种群。为深入了解水基切削液中硫酸盐还原菌的特点并探究其抑制方法,采用涂布平板法从使用过的切削液中分离筛选出两株优势硫酸... 水基切削液在金属加工领域应用广泛,在使用过程中容易腐败发臭,硫酸盐还原菌是导致其腐败变臭的主要微生物种群。为深入了解水基切削液中硫酸盐还原菌的特点并探究其抑制方法,采用涂布平板法从使用过的切削液中分离筛选出两株优势硫酸盐还原菌Y8和Y10。采用16S rDNA序列分析法,菌株Y8和Y10分别鉴定为肉毒杆菌和摩氏摩根菌。生长曲线分析结果表明两株菌的生长速度都较快,厌氧条件下37℃培养2 d后均到达生长稳定期,比较发现菌株Y10无论从生长速度和最终生物量浓度都高于菌株Y8;采用单因素法对菌株的生长条件进行分析,结果表明经切削液体系的长期驯化,两株硫酸盐还原菌菌株均具有一定的耐逆性。菌株Y8的最佳生长pH值、NaCl质量分数、温度和接种量分别为9、0、35℃和1%;菌株Y10的最佳生长pH值、NaCl质量分数、温度和接种量分别为8、0.1%、30℃和3%。ε聚赖氨酸对肉毒杆菌Y8和摩氏摩根菌Y10都有较好的抑菌效果,最小抑菌质量浓度分别为20 mg/L和60 mg/L,因此ε聚赖氨酸可作为维持水基切削液生物稳定性的候选生物抑菌剂。 展开更多
关键词 环境工程学 水基切削液 硫酸盐还原菌 生理特性 ε聚赖氨酸 活性抑制
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基于XGB-LSTM模型的燃气日负荷预测
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作者 李泽明 朱大令 《城市燃气》 2023年第11期22-27,共6页
燃气日负荷预测是优化气源采购、调节供需平衡、提升燃气企业经营效率的重要手段。燃气日负荷受多种因素共同影响,具有时序特征和非线性特征。本文提出一种融合XGBoost和LSTM模型的燃气日负荷预测方法XGB-LSTM。该方法通过XGBoost的特... 燃气日负荷预测是优化气源采购、调节供需平衡、提升燃气企业经营效率的重要手段。燃气日负荷受多种因素共同影响,具有时序特征和非线性特征。本文提出一种融合XGBoost和LSTM模型的燃气日负荷预测方法XGB-LSTM。该方法通过XGBoost的特征选择方法,对燃气日负荷影响因素进行特征提取和排序,去除不相关特征,降低模型复杂度;随后利用LSTM网络进行预测,以提高预测精度。以华东W市日负荷数据进行分析,实验结果表明,与其他深度学习方法相比,XGB-LSTM模型提高了预测精度,同时减小了模型的复杂度,获得了更好的预测效果。 展开更多
关键词 燃气日负荷预测 深度学习 XGBoost LSTM
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Enrichment and hydrogen production by marine anaerobic hydrogen-producing microflora 被引量:7
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作者 CAI JinLing WANG GuangCe +2 位作者 LI YanChuan zhu daling PAN GuangHua 《Chinese Science Bulletin》 SCIE EI CAS 2009年第15期2656-2661,共6页
Acid, alkali, heat-shock, KNO3 and control pretreatment methods applied to anaerobic sludge were evaluated for their ability to selectively enrich the marine hydrogen-producing mixed microflora. Sea-water culture medi... Acid, alkali, heat-shock, KNO3 and control pretreatment methods applied to anaerobic sludge were evaluated for their ability to selectively enrich the marine hydrogen-producing mixed microflora. Sea-water culture medium was used as the substrate. The hydrogen yield of pretreated microflora was higher than that of the un-pretreated control (P < 0.05). Among the pretreatment methods studied, heat-shock pretreatment yielded the greatest hydrogen production, which was 14.6 times that of the control. When the effect of initial pH on hydrogen production of heat-shock pretreated samples was studied, hydrogen was produced over the entire pH range (pH 4 - 10). The hydrogen yield peaked at initial pH 8 (79 mL/g sucrose) and then steadily decreased as the initial pH increased. Sucrose con-sumption was high at neutral initial pH. During the process of hydrogen production, pH decreased gradually, which indicated that the acquired microflora consisted of acidogenic bacteria. 展开更多
关键词 生产过程 菌群组成 厌氧污泥 产氢 海洋 初始PH值 富集 预处理
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基于自编码器的调压器在线故障诊断方法 被引量:3
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作者 郭裕祺 朱大令 何心 《煤气与热力》 2020年第1期20-23,45,共5页
通过对多台在役调压器的出口压力数据进行分析,提出一种基于自编码器的燃气调压器在线故障诊断系统。该系统工作流程主要包括数据预处理、特征自动提取、出口压力稳定值判断、调压器故障诊断及早期预警。对每个工作流程进行介绍。每分... 通过对多台在役调压器的出口压力数据进行分析,提出一种基于自编码器的燃气调压器在线故障诊断系统。该系统工作流程主要包括数据预处理、特征自动提取、出口压力稳定值判断、调压器故障诊断及早期预警。对每个工作流程进行介绍。每分钟采集一次调压器的出口压力,将预处理后的所有调压器出口压力数据分割成时间长度为24 h的样本(每组样本为1440维,即1440个数据)。将每组样本输入稀疏自编码器,得到200个稀疏特征。对出口压力稳定点预测模型,输入数据为200个稀疏特征,输出数据为1个出口压力稳定值。对调压器故障检测模型,输入数据为200个稀疏特征和1个出口压力稳定值,输出数据为1个调压器故障类型编号。设计了一种基于自编码器重构误差的用户习惯刻画方式,将自编码器的重构误差用来衡量调压器运行数据偏离历史数据的程度,重构误差越大偏离程度越大。当新的样本重构误差过高时则需要进行预警;若新样本持续偏离原有数据特征,且经排查后调压器运行正常,则说明用户习惯发生了改变,需要对历史数据库进行更新。 展开更多
关键词 自编码器 燃气调压器 故障诊断 重构误差 用户习惯
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Correlation between the distribution pattern of virulence genes and virulence of Aeromonas hydrophila strains
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作者 zhu daling LI Aihua +3 位作者 WANG Jianguo LI Ming CAI Taozhen HU Jing 《Frontiers in Biology》 CSCD 2007年第2期176-179,共4页
Nine strains of Aeromonas hydrophila isolated from diseased fish or soft-shelled tortoise were tested for the presence of three virulence genes including the genes encoding aerolysin,hemolysin,and extracellular serine... Nine strains of Aeromonas hydrophila isolated from diseased fish or soft-shelled tortoise were tested for the presence of three virulence genes including the genes encoding aerolysin,hemolysin,and extracellular serine protease(i.e.,aerA,hlyA,and ahpA,respectively).These genes were investigated using polymerase chain reaction(PCR)with specific primers for each gene.And the pathogenicities to Carrassius auratus ibebio of these strains were also assayed.PCR results demonstrated that the distribution patterns of aerA,hlyA,and ahpA were different in these strains.6/9 of A.hydrophila strains were aerA positive,8/9 of strains hlyA positive,7/9 of strains ahpA positive,respective-ly.However,the assay for pathogenesis showed that two strains(A.hydrophila XS91-4-1 and C2)were strong virulent,two strains(A.hydrophila ST78-3-3 and 58-20-9)avirulent and the rest middle virulent was to the fish.In conclusion,there are significant correlation between the distribution pattern of the three virulence genes and the patho-genicity to Carrassius auratus ibebio.All strong virulent A.hydrophila strains were aerA+hlyA+ahpA+genotype,and all aerA+hlyA+ahpA+strains were virulent.Strains with the genotype of aerA−hlyA−ahpA+have middle pathogenicity.In the present study,we found for the first time that all A.hydrophila isolated from the ahpA positive were virulent to Carrassius auratus ibebio.Additionally,there was a positive correlation between the virulence of A.hydrophila and the presence of aerA and ahpA. 展开更多
关键词 Aeromonas hydrophila virulence gene polymerase chain reaction detection PATHOGENICITY
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