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基于仿真机理和改进回归决策树的二噁英排放建模
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作者 夏恒 汤健 +1 位作者 余文 乔俊飞 《自动化学报》 EI CAS CSCD 北大核心 2024年第8期1601-1619,共19页
城市固废焚烧(Municipal solid waste incineration,MSWI)过程是“世纪之毒”二噁英(Dioxin,DXN)的重要排放源之一.截止目前为止,DXN的演化机理和实时检测仍是尚未解决的难题.现有研究主要基于离线化验数据构建数据驱动模型,DXN的检测... 城市固废焚烧(Municipal solid waste incineration,MSWI)过程是“世纪之毒”二噁英(Dioxin,DXN)的重要排放源之一.截止目前为止,DXN的演化机理和实时检测仍是尚未解决的难题.现有研究主要基于离线化验数据构建数据驱动模型,DXN的检测未有效结合燃烧过程机理.针对该问题,本文提出基于仿真机理和改进线性回归决策树(Linear regression decision tree,LRDT)的DXN排放建模.首先,采用基于床层固废燃烧模拟软件FLIC(Fluid dynamic incinerator code)和过程工程先进系统软件(Advanced system for process engineering Plus,Aspen Plus)耦合的数值仿真模型,获取蕴含多运行工况的虚拟机理数据;接着,利用虚拟机理数据构建基于改进LRDT的CO_(2)、CO和O_(2)燃烧状态表征变量模型;然后,以真实CO_(2)、CO、O_(2)作为输入和以DXN真值作为输出,构建多入单出LRDT的过程映射模型(Process mapping model,PMM),再利用该模型进行半监督学习和结构迁移得到机理映射模型1(Mechanism mapping models1,MMM1);最后,通过结构增量学习获得基于半监督迁移学习的MMM2模型.在实验室的半实物平台和北京某MSWI厂的边侧验证平台对所提方法进行了工业应用验证.实验结果证明了所提方法与研发的软测量系统可有效实现二噁英排放浓度在线检测. 展开更多
关键词 城市固废焚烧 二噁英 燃烧状态 数值仿真机理 线性回归决策树 半监督迁移学习
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具有双储层结构的动态误差补偿回声状态网络
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作者 张昭昭 朱应钦 余文 《控制理论与应用》 EI CAS CSCD 北大核心 2024年第3期385-395,共11页
针对传统回声状态网络难以有效应对高阶非线性复杂模型问题,本文在理论分析的基础上提出了一种双储层结构的误差补偿回声状态网络,并设计了该网络的学习算法.该网络由计算层和补偿层构成,计算层主要承担拟合任务,补偿层则作为状态跟随器... 针对传统回声状态网络难以有效应对高阶非线性复杂模型问题,本文在理论分析的基础上提出了一种双储层结构的误差补偿回声状态网络,并设计了该网络的学习算法.该网络由计算层和补偿层构成,计算层主要承担拟合任务,补偿层则作为状态跟随器,实时补偿由于计算层对期望方差估计不足而导致的幅值偏差.对多阶振荡器和真实高阶非线性数据集的实验结果表明,本文所提网络结构较常规网络具有更高的稳定性和泛化性能,尤其对高阶非线性复杂模型的预测精度大幅度提升. 展开更多
关键词 回声状态网络 高阶非线性复杂模型 补偿回声状态网络 多阶振荡器
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Space-Time Chaos Filtering for the Incoherent Paradigm for 6G Wireless System Design from Theoretic Perspective
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作者 Valeri Kontorovich 《Communications and Network》 2024年第3期74-89,共16页
The following material is devoted to the generalization of the chaos modeling to random fields in communication channels and its application on the space-time filtering for the incoherent paradigm;that is the purpose ... The following material is devoted to the generalization of the chaos modeling to random fields in communication channels and its application on the space-time filtering for the incoherent paradigm;that is the purpose of this research. The approach, presented hereafter, is based on the “Markovian” trend in modeling of random fields, and it is applied for the first time to the chaos field modeling through the well-known concept of the random “treatment” of deterministic dynamic systems, first presented by A. Kolmogorov, M. Born, etc. The material presents the generalized Stratonovich-Kushner Equations (SKE) for the optimum filtering of chaotic models of random fields and its simplified quasi-optimum solutions. In addition to this, the application of the multi-moment algorithms for quasi-optimum solutions is considered and, it is shown, that for scenarios, when the covariation interval of the input random field is less than the distance between the antenna elements, the gain of the space-time algorithms against their “time” analogies is significant. This is the general result presented in the following. 展开更多
关键词 Chaotic Fields Variation (Functional) Derivatives Quasi-Optimum Algorithms for Chaotic Models
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城市固废焚烧过程智能优化控制研究现状与展望 被引量:6
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作者 汤健 夏恒 +1 位作者 余文 乔俊飞 《自动化学报》 EI CAS CSCD 北大核心 2023年第10期2019-2059,共41页
针对全球城市固废(Municipal solid waste,MSW)的高增长率导致城市环境持续恶化以至于“垃圾围城”现象日益增多等问题,MSW焚烧(MSW incineration,MSWI)技术能够通过发酵、燃烧、换热和净化等工艺实现废物变能源(Waste-to-energy,WTE).... 针对全球城市固废(Municipal solid waste,MSW)的高增长率导致城市环境持续恶化以至于“垃圾围城”现象日益增多等问题,MSW焚烧(MSW incineration,MSWI)技术能够通过发酵、燃烧、换热和净化等工艺实现废物变能源(Waste-to-energy,WTE).在当前“双碳战略”和“蓝天净土”的新环保背景下,作为未来长时期内MSW处理主流方式和生态文明建设与循环经济体系托底工业的MSWI过程正面临着重大机遇.如何融合人工智能、大数据、云计算等技术实现MSWI的智慧化、低碳化和绿色化可持续性发展是目前具有挑战性的难题.对此,本文首先描述MSWI工艺机理,分析其运行控制特性和实现其智能优化控制存在的难点;然后,从燃烧特性分析与建模、燃烧过程控制、指标建模与预测、运行监控与故障识别、操作(控制)变量优化、算法仿真验证平台等6个方面进行综述;接着,分析MSWI过程智能优化控制研究的必要性;最后,结合工业人工智能的本质给出未来研究方向.在此基础上,展望基于数字孪生平台的MSWI智能优化控制系统的框架和愿景,并总结未来挑战. 展开更多
关键词 城市固废焚烧 双碳战略 智能优化控制 工业人工智能 数字孪生平台
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Current and novel approaches in the pharmacological treatment of hepatocellular carcinoma 被引量:3
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作者 Fernanda Villarruel-Melquiades María Eugenia Mendoza-Garrido +3 位作者 Claudia M García-Cuellar Yesennia Sánchez-Pérez Julio Isael Pérez-Carreón Javier Camacho 《World Journal of Gastroenterology》 SCIE CAS 2023年第17期2571-2599,共29页
Hepatocellular carcinoma(HCC)is one of the most lethal malignant tumours worldwide.The mortality-to-incidence ratio is up to 91.6%in many countries,representing the third leading cause of cancer-related deaths.Systemi... Hepatocellular carcinoma(HCC)is one of the most lethal malignant tumours worldwide.The mortality-to-incidence ratio is up to 91.6%in many countries,representing the third leading cause of cancer-related deaths.Systemic drugs,including the multikinase inhibitors sorafenib and lenvatinib,are first-line drugs used in HCC treatment.Unfortunately,these therapies are ineffective in most cases due to late diagnosis and the development of tumour resistance.Thus,novel pharmacological alternatives are urgently needed.For instance,immune checkpoint inhibitors have provided new approaches targeting cells of the immune system.Furthermore,monoclonal antibodies against programmed cell death-1 have shown benefits in HCC patients.In addition,drug combinations,including first-line treatment and immunotherapy,as well as drug repurposing,are promising novel therapeutic alternatives.Here,we review the current and novel pharmacological approaches to fight HCC.Preclinical studies,as well as approved and ongoing clinical trials for liver cancer treatment,are discussed.The pharmacological opportunities analysed here should lead to significant improvement in HCC therapy. 展开更多
关键词 Liver cancer Systemic therapy IMMUNOTHERAPY Drug repurposing Drug combinations Hepatocellular carcinoma
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Why the Incoherent Paradigm Is for the Future Wireless Networks?
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作者 Valeri Kontorovich 《Communications and Network》 2023年第3期65-82,共18页
This material is aimed to attract attention to the “incoherent approach for power NOMA-RIS-MIMO transmission in wireless channels”. Such kind of approach might be successfully applied in future dense networks formed... This material is aimed to attract attention to the “incoherent approach for power NOMA-RIS-MIMO transmission in wireless channels”. Such kind of approach might be successfully applied in future dense networks formed by High-Speed Vehicles (HSV networks, etc.). Those scenarios take place in doubly selective communication channels typical for such kind of radio networks. The proposal for the presented hereafter incoherent view (“paradigm”) is based on several basic principles: 1) Shift from the “coherent “ideology”, i.e. rejection of the application of any type of Channel State Information (CSI, CSIT);2) Application of the so-called “invariant” to the communication channel’s features (distortions) modulation technique together with its incoherent demodulation;3) Orthogonal channel decomposition by means of “universal” eigen basis (in the form of Prolate Spheroidal Wave Functions, PSWF) as “artificial trajectories” of wave propagation;4) Chaotic filtering (chaos parameter settings as UE signatures) together with sequential multiuser parallel detection algorithms for users’ identification (classification). It is shown that the proposed approach might provide an effective use of the radio resource and it is relatively simple for implementation. 展开更多
关键词 Incoherent Processing Universal Eigen Functions Chaos Filtering Invariant Modulation
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Assessment of Mg(OH)_(2)/TiO_(2) coating in the Mg-Ca-Zn alloy for improved corrosion resistance and antibacterial performance
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作者 Leonardo Hernández Jesús Ramón-Sierra +4 位作者 Montserrat Soria-Castro Ángel Bacelis Geonel Rodríguez-Gattorno Elizabeth Ortiz-Vázquez Gloria Acosta 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2023年第1期361-378,共18页
The high activity of metallic magnesium and alloys limits its potential in biomedical applications;in recent years,extensive efforts have been devoted to modulating this reactivity.In this work,we present Mg(OH)_(2) a... The high activity of metallic magnesium and alloys limits its potential in biomedical applications;in recent years,extensive efforts have been devoted to modulating this reactivity.In this work,we present Mg(OH)_(2) and TiO_(2)barrier coatings to reduce the degradation of magnesium alloy(Mg-Ca-Zn)surfaces.These coatings were deposited by the anodization method and the spin-coating technique,respectively.The anodized layer was coated with TiO_(2)generated from the hydrolysis of 3%weight of TTIP(Ti[OCH(CH_(3))_(2)]_(4),Titanium(IV)isopropoxide)in 2-Propanol deposited by the spin-coating method.Studying the degradation in Ringer’s solution by electrochemical impedance spectroscopy and OCP revealed a 98%reduction in pittings in uncoated samples after 14 days of immersion.The p H measurements revealed that the TiO_(2)coating reduced the alkalization of the physiological environment,keeping the pH at 6.0 values.In vitro studies of two types of bacteria(E.coli and S.aureus)exhibited zones of inhibition in the agar and activity bactericidal(kill time test).The mechanisms behind the improved degradation resistance and enhanced antibacterial activity are presented and discussed here.Surface modification with Mg(OH)_(2)/TiO_(2)coatings is a promising strategy to control the biodegradation of magnesium implants for bone regeneration. 展开更多
关键词 Magnesium alloy EIS Mg(OH)_(2) TiO_(2) Antibacterial coatings
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基于更新样本智能识别算法的自适应集成建模 被引量:17
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作者 汤健 柴天佑 +2 位作者 刘卓 余文 周晓杰 《自动化学报》 EI CSCD 北大核心 2016年第7期1040-1052,共13页
选择表征建模对象特性漂移的新样本对软测量模型进行自适应更新,能够降低模型复杂度和运行消耗,提高模型可解释性和预测精度.针对新样本近似线性依靠程度(Approximate linear dependence,ALD)和预测误差(Prediction error,PE)等指标只... 选择表征建模对象特性漂移的新样本对软测量模型进行自适应更新,能够降低模型复杂度和运行消耗,提高模型可解释性和预测精度.针对新样本近似线性依靠程度(Approximate linear dependence,ALD)和预测误差(Prediction error,PE)等指标只能片面反映建模对象的漂移程度,领域专家结合具体工业过程需要依据上述指标和自身积累经验进行更新样本的有效识别等问题,本文提出了基于更新样本智能识别算法的自适应集成建模策略.首先,基于历史数据离线建立基于改进随机向量泛函连接网络(Improved random vector functional-link networks,IRVFL)的选择性集成模型;然后,基于集成子模型对新样本进行预测输出后采用在线自适应加权算法(On-line adaptive weighting fusion,OLAWF)对集成子模型权重进行更新,实现在线测量阶段对建模对象特性变化的动态自适应;接着基于领域专家知识构建模糊推理模型对新样本相对ALD(Relative ALD,RALD)值和相对PE(Relative PE,RPE)值进行融合,实现更新样本智能识别,构建新的建模样本库;最后实现集成模型的在线自适应更新.采用合成数据仿真验证了所提算法的合理性和有效性. 展开更多
关键词 集成学习 更新样本识别 模糊推理 近似线性依靠 预测误差
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选择性融合多尺度筒体振动频谱的磨机负荷参数建模 被引量:14
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作者 汤健 柴天佑 +2 位作者 丛秋梅 刘卓 余文 《控制理论与应用》 EI CAS CSCD 北大核心 2015年第12期1582-1591,共10页
针对目前采用经验模态分解(empirical model decomposition,EMD)得到的系列子信号构建的磨机负荷参数软测量模型泛化性能差、难以进行清晰物理解释,以及EMD算法存在的模态混叠等问题,本文提出了基于选择性融合多尺度筒体振动频谱的建模... 针对目前采用经验模态分解(empirical model decomposition,EMD)得到的系列子信号构建的磨机负荷参数软测量模型泛化性能差、难以进行清晰物理解释,以及EMD算法存在的模态混叠等问题,本文提出了基于选择性融合多尺度筒体振动频谱的建模方法.首先采用EMD、集合EMD(ensemble EMD,EEMD)、希尔伯特振动分解(Hilbert vibration decomposition,HVD)共3种多组分信号自适应分解算法获得磨机筒体振动多尺度子信号的集合,接着通过相关性分析剔除虚假无关部分,然后再将与原始信号相关性强的那部分多尺度子信号变换至频域,进而更有利于构建这些多尺度频谱与磨机负荷参数间的映射模型,最后通过改进分支定界选择性集成(improved branch and bound based selective ensemble,IBBSEN)算法建立软测量模型,实现对多源多尺度筒体振动频谱的最优选择性信息融合.基于实验球磨机运行数据的仿真实验表明所提方法在模型可解释性和泛化性能上均优于之前研究所提出方法. 展开更多
关键词 多组分信号分解 信息融合 选择性集成建模 振动频谱 软测量
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污水处理过程的递阶神经网络建模 被引量:23
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作者 丛秋梅 柴天佑 余文 《控制理论与应用》 EI CAS CSCD 北大核心 2009年第1期8-14,共7页
针对污水处理过程的多变量和多非线性子系统的串级结构特点,提出了一种基于活性污泥过程机理的递阶神经网络建模方法.该方法将神经网络与过程机理模型以串级方式连接,以神经网络辨识活性污泥过程模型中的非线性组分反应速率.分析各子过... 针对污水处理过程的多变量和多非线性子系统的串级结构特点,提出了一种基于活性污泥过程机理的递阶神经网络建模方法.该方法将神经网络与过程机理模型以串级方式连接,以神经网络辨识活性污泥过程模型中的非线性组分反应速率.分析各子过程建模误差的关系,给出了模型的稳定学习算法和稳定性理论分析.最后通过某污水处理厂生化脱氮过程实际运行数据的实验表明所提出的建模方法是有效的. 展开更多
关键词 污水处理过程 串级过程 递阶神经网络 稳定学习律
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在线KPLS建模方法及在磨机负荷参数集成建模中的应用 被引量:22
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作者 汤健 柴天佑 +1 位作者 余文 赵立杰 《自动化学报》 EI CSCD 北大核心 2013年第5期471-486,共16页
针对过程非线性、基于历史数据构建的离线模型泛化性差以及基于滑动窗口和每样本递推更新的在线建模方法难以均衡建模精度和建模速度等问题,提出了一种在线核偏最小二乘(On-line kernel partial least squares,OLKPLS)建模方法.该方法... 针对过程非线性、基于历史数据构建的离线模型泛化性差以及基于滑动窗口和每样本递推更新的在线建模方法难以均衡建模精度和建模速度等问题,提出了一种在线核偏最小二乘(On-line kernel partial least squares,OLKPLS)建模方法.该方法依据新样本与建模样本间的近似线性依靠(Approximate linear dependence,ALD)值和代表工业过程特性漂移幅度的阈值,选择有价值样本更新KPLS模型,并采用合成数据和Benchmark平台数据对该方法进行了仿真验证.针对基于离线历史数据建立的融合多传感器信息的磨机负荷参数集成模型难以适应磨矿过程时变特性的问题,提出了基于OLKPLS和在线自适应加权融合算法的在线集成建模方法,并通过实验球磨机的实际运行数据仿真验证了方法的有效性. 展开更多
关键词 核偏最小二乘 近似线性依靠 模型更新条件 在线建模 集成建模
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基于动态神经网络的瓦斯浓度实时预测方法 被引量:15
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作者 张昭昭 乔俊飞 余文 《控制工程》 CSCD 北大核心 2016年第4期478-483,共6页
针对矿井中瓦斯浓度变化的时变性、非线性等特点,提出了一种动态神经网络瓦斯浓度实时预测模型。该模型利用历史数据建立初步预测模型,通过实时采集的瓦斯浓度数据进行预测,并用新数据及时调整预测模型的学习参数和结构参数,使得预测模... 针对矿井中瓦斯浓度变化的时变性、非线性等特点,提出了一种动态神经网络瓦斯浓度实时预测模型。该模型利用历史数据建立初步预测模型,通过实时采集的瓦斯浓度数据进行预测,并用新数据及时调整预测模型的学习参数和结构参数,使得预测模型能够根据瓦斯浓度的动力学特性及时更新。用矿井实测瓦斯浓度数据进行试验,结果表明该模型较其他静态预测模型的预测精度有明显的提高。 展开更多
关键词 动态神经网络 瓦斯浓度预测 时变系统 实时
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带有稳定学习算法的小波神经网络及应用 被引量:3
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作者 丛秋梅 柴天佑 余文 《东北大学学报(自然科学版)》 EI CAS CSCD 北大核心 2010年第3期305-308,316,共5页
针对当系统存在未建模动态时,神经网络辨识易产生参数漂移和不稳定的问题,采用输入-状态稳定性(ISS,input-to-state stability)分析方法,获得小波神经网络权值矩阵和小波尺度参数的误差反传类时变学习算法,该算法不带有鲁棒修正即可以... 针对当系统存在未建模动态时,神经网络辨识易产生参数漂移和不稳定的问题,采用输入-状态稳定性(ISS,input-to-state stability)分析方法,获得小波神经网络权值矩阵和小波尺度参数的误差反传类时变学习算法,该算法不带有鲁棒修正即可以实现小波神经网络的鲁棒稳定性.仿真例子表明,此稳定学习算法优于一般的误差反传算法,并将带有稳定学习算法的小波神经网络用于污水处理过程出水水质COD(化学需氧量,chemical oxygen demand)的预测,获得了较好的效果. 展开更多
关键词 小波神经网络 输入-状态稳定性 稳定学习算法 鲁棒稳定性 污水处理过程 化学需氧量
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Beneficial effects of nutritional supplements on intestinal epithelial barrier functions in experimental colitis models in vivo 被引量:6
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作者 Hilda Vargas-Robles Karla Fabiola Castro-Ochoa +1 位作者 Alí Francisco Citalán-Madrid Michael Schnoor 《World Journal of Gastroenterology》 SCIE CAS 2019年第30期4181-4198,共18页
Acute and chronic colitis affect a huge proportion of the population world-wide.The etiology of colitis cases can be manifold,and diet can significantly affect onset and outcome of colitis.While many forms of acute co... Acute and chronic colitis affect a huge proportion of the population world-wide.The etiology of colitis cases can be manifold,and diet can significantly affect onset and outcome of colitis.While many forms of acute colitis are easily treatable,chronic forms of colitis such as ulcerative colitis and Crohn’s disease(summarized as inflammatory bowel diseases)are multifactorial with poorly understood pathogenesis.Inflammatory bowel diseases are characterized by exacerbated immune responses causing epithelial dysfunction and bacterial translocation.There is no cure and therapies aim at reducing inflammation and restoring intestinal barrier function.Unfortunately,most drugs can have severe side effects.Changes in diet and inclusion of nutritional supplements have been extensively studied in cell culture and animal models,and some supplements have shown promising results in clinical studies.Most of these nutritional supplements including vitamins,fatty acids and phytochemicals reduce oxidative stress and inflammation and have shown beneficial effects during experimental colitis in rodents induced by dextran sulphate sodium or 2,4,6-trinitrobenzene sulfonic acid,which remain the gold standard in pre-clinical colitis research.Here,we summarize the mechanisms through which such nutritional supplements contribute to epithelial barrier stabilization. 展开更多
关键词 Colitis DEXTRAN sulphate sodium 2 4 6-trinitrobenzene sulfonic acid Tight JUNCTION Adherens JUNCTION PHYTOCHEMICALS BUTYRATE VITAMINS Short chain fatty acids MICRONUTRIENTS
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Naringenin prevents experimental liver fibrosis by blocking TGFβ-Smad3 and JNK-Smad3 pathways 被引量:11
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作者 Erika Hernández-Aquino Natanael Zarco +8 位作者 Sael Casas-Grajales Erika Ramos-Tovar Rosa E Flores-Beltrán Jonathan Arauz Mineko Shibayama Liliana Favari Víctor Tsutsumi José Segovia Pablo Muriel 《World Journal of Gastroenterology》 SCIE CAS 2017年第24期4354-4368,共15页
To study the molecular mechanisms involved in the hepatoprotective effects of naringenin (NAR) on carbon tetrachloride (CCl<sub>4</sub>)-induced liver fibrosis. METHODSThirty-two male Wistar rats (120-150 ... To study the molecular mechanisms involved in the hepatoprotective effects of naringenin (NAR) on carbon tetrachloride (CCl<sub>4</sub>)-induced liver fibrosis. METHODSThirty-two male Wistar rats (120-150 g) were randomly divided into four groups: (1) a control group (n = 8) that received 0.7% carboxy methyl-cellulose (NAR vehicle) 1 mL/daily p.o.; (2) a CCl<sub>4</sub> group (n = 8) that received 400 mg of CCl<sub>4</sub>/kg body weight i.p. 3 times a week for 8 wk; (3) a CCl<sub>4</sub> + NAR (n = 8) group that received 400 mg of CCl<sub>4</sub>/kg body weight i.p. 3 times a week for 8 wk and 100 mg of NAR/kg body weight daily for 8 wk p.o.; and (4) an NAR group (n = 8) that received 100 mg of NAR/kg body weight daily for 8 wk p.o. After the experimental period, animals were sacrificed under ketamine and xylazine anesthesia. Liver damage markers such as alanine aminotransferase (ALT), alkaline phosphatase (AP), γ-glutamyl transpeptidase (γ-GTP), reduced glutathione (GSH), glycogen content, lipid peroxidation (LPO) and collagen content were measured. The enzymatic activity of glutathione peroxidase (GPx) was assessed. Liver histopathology was performed utilizing Masson’s trichrome and hematoxylin-eosin stains. Zymography assays for MMP-9 and MMP-2 were carried out. Hepatic TGF-β, α-SMA, CTGF, Col-I, MMP-13, NF-κB, IL-1, IL-10, Smad7, Smad3, pSmad3 and pJNK proteins were detected via western blot. RESULTSNAR administration prevented increases in ALT, AP, γ-GTP, and GPx enzymatic activity; depletion of GSH and glycogen; and increases in LPO and collagen produced by chronic CCl<sub>4</sub> intoxication (P < 0.05). Liver histopathology showed a decrease in collagen deposition when rats received NAR in addition to CCl<sub>4</sub>. Although zymography assays showed that CCl<sub>4</sub> produced an increase in MMP-9 and MMP-2 gelatinase activity; interestingly, NAR administration was associated with normal MMP-9 and MMP-2 activity (P < 0.05). The anti-inflammatory, antinecrotic and antifibrotic effects of NAR may be attributed to its ability to prevent NF-κB activation and the subsequent production of IL-1 and IL-10 (P < 0.05). NAR completely prevented the increase in TGF-β, α-SMA, CTGF, Col-1, and MMP-13 proteins compared with the CCl<sub>4</sub>-treated group (P < 0.05). NAR prevented Smad3 phosphorylation in the linker region by JNK since this flavonoid blocked this kinase (P < 0.05). CONCLUSIONNAR prevents CCl<sub>4</sub> induced liver inflammation, necrosis and fibrosis, due to its antioxidant capacity as a free radical inhibitor and by inhibiting the NF-κB, TGF-β-Smad3 and JNK-Smad3 pathways. 展开更多
关键词 Fibrosis Transforming growth factor-β NARINGENIN pSmad3 SMAD3 JNK Nuclear factor kappa Carbon tetrachloride
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road to stemness in hepatocellular carcinoma 被引量:5
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作者 Teresita NJ Flores-Téllez Saúl Villa-Trevino Carolina Pina-Vázquez 《World Journal of Gastroenterology》 SCIE CAS 2017年第37期6750-6776,共27页
Carcinogenic process has been proposed to relay on the capacity to induce local tissue damage and proliferative repair. Liver has a great regeneration capacity and currently, most studies point towards the dominant ro... Carcinogenic process has been proposed to relay on the capacity to induce local tissue damage and proliferative repair. Liver has a great regeneration capacity and currently, most studies point towards the dominant role of hepatocytes in regeneration at all levels of liver damage. The most frequent liver cancer is hepatocellular carcinoma(HCC). Historical findings originally led to the idea that the cell of origin of HCC might be a progenitor cell. However, current linage tracing studies put the progenitor hypothesis of HCC origin into question. In agreement with their dominant role in liver regeneration, mature hepatocytes are emerging as the cell of origin of HCC, although, the specific hepatocyte subpopulation of origin is yet to be determined. The relationship between the cancer cell of origin(CCO) and cancer-propagating cells, known as hepatic cancer stem cell(HCSC) is unknown. It has been challenging to identify the definitive phenotypic marker of HCSC, probably due to the existence of different cancer stem cells(CSC) subpopulations with different functions within HCC. There is a dynamic interconversion among different CSCs, and between CSC and non-CSCs. Because of that, CSC-state is currently defined as a description of a highly adaptable and dynamic intrinsic property of tumor cells, instead of a static subpopulation of a tumor. Altered conditions could trigger the gain of stemness, some of them include: EMT-MET, epigenetics, microenvironment and selective stimulus such as chemotherapy. This CSC heterogeneity and dynamism makes them out reach from therapeutic protocols directed to a single target. A further avenue of research in this line will be to uncover mechanisms that trigger this interconversion of cell populations within tumors and target it. 展开更多
关键词 Cancer stem cell Liver progenitor cell Liver stem progenitor cell STEMNESS PLASTICITY Cancer cell of origin Cancer stem cells subpopulations
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Comparative study on simultaneous removal of calcium and sulfate ions from flotation recycling water by aluminum hydroxide 被引量:2
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作者 Ángel Daniel GUERRERO-FLORES Martha Araceli ELIZONDO-ÁLVAREZ +1 位作者 JoséManuel FLORES-ÁLVAREZ Alejandro URIBE-SALAS 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2022年第7期2379-2390,共12页
Due to the environmental policies and economic reasons,the water used in some flotation operations of complex sulfide ores is recirculated,causing the ion concentration of some species to increase over time,affecting ... Due to the environmental policies and economic reasons,the water used in some flotation operations of complex sulfide ores is recirculated,causing the ion concentration of some species to increase over time,affecting the flotation of the minerals of interest.In this work,an experimental and thermodynamic analysis of the synthetic solutions was presented with a high content of calcium and sulfate ions.The study focused on evaluating the use of two aluminum compounds for the precipitation of Ca^(2+)and SO_(4)^(2−)in the form of ettringite.The amorphous aluminum hydroxide was found to be more efficient than the crystalline one,giving rise to 83%calcium and 91%sulfate removal.The XRD analysis of the solids showed the main reaction product of ettringite,accompanied by small amounts of calcite,due to the absorption of atmospheric carbon dioxide.The final solution after the chemical treatment showed residual calcium and sulfate concentrations below 200 mg/L.Finally,the kinetics of calcium removal appeared to correspond to a second order reaction with respect to calcium concentration,with an apparent activation energy of 53.48 kJ/mol,which may suggest that the ettringite precipitation process is governed by the chemical reaction. 展开更多
关键词 ETTRINGITE ion removal aluminum hydroxide CALCIUM SULFATE
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Degradation of AZ31 and AZ91 magnesium alloys in different physiological media:Effect of surface layer stability on electrochemical behaviour 被引量:3
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作者 Emmanuel Mena-Morcillo Lucien Veleva 《Journal of Magnesium and Alloys》 SCIE EI CAS 2020年第3期667-675,共9页
This work deals with the degradation of AZ31 and AZ91 magnesium alloys when they are exposed to three types of physiological media for seven days at 37°C:Ringer's,Hanks\and simulated body fluid(SBF)solutions.... This work deals with the degradation of AZ31 and AZ91 magnesium alloys when they are exposed to three types of physiological media for seven days at 37°C:Ringer's,Hanks\and simulated body fluid(SBF)solutions.A combination of immersions tests and surface characterisation methods were employed to evaluate the attack on the surface,and the stability of the formed corrosion product layers for each alloy/electrolyte system.Measurements of the Mg-ion released into the electrolytes were also carried out in order to be correlated with the degradation of the alloys.Electrochemical impedance spectroscopy(EIS)and potentiodynamic polarisation(PDP)techniques were employed to compare the performance of the alloys in these different aggressive electrolytes.According to the obtained results,the Mg-alloys exposed to Hanks'media were the less affected,which fact was attributed to a higher stability of the corrosion products layer formed in this medium,in comparison of those formed in Ringer's and SBF solutions.In add让ion,the corrosion damage was lower for AZ91 than for AZ31 alloy in all environments due to its higher Al content.The mass loss rates calculated from both immersion tests and electrochemical methods followed the same trend for comparative purposes between alloys. 展开更多
关键词 Mg-alloys AZ-series Surface layer Physiological media Mass loss rate DEGRADATION
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基于多模态特征子集选择性集成建模的磨机负荷参数预测方法 被引量:4
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作者 刘卓 汤健 +1 位作者 柴天佑 余文 《自动化学报》 EI CAS CSCD 北大核心 2021年第8期1921-1931,共11页
如何融合球磨机系统研磨过程所产生的多模态机械信号构建磨机负荷参数预测(Mill load parameter forecasting,MLPF)模型是当前研究的热点.针对上述问题,本文提出一种基于多模态特征子集选择性集成(Selective ensemble,SEN)建模的MLPF方... 如何融合球磨机系统研磨过程所产生的多模态机械信号构建磨机负荷参数预测(Mill load parameter forecasting,MLPF)模型是当前研究的热点.针对上述问题,本文提出一种基于多模态特征子集选择性集成(Selective ensemble,SEN)建模的MLPF方法.首先,对多模态机械信号进行时频域变换得到高维频谱数据;接着,采用相关系数法和互信息法对多模态频谱进行线性和非线性特征子集的自适应选择;最后,采用优化和加权算法对上述特征子集的候选子模型进行自适应地选择与合并,得到基于SEN机制的MLPF模型.采用磨矿过程实验球磨机的机械信号仿真验证了所提方法的有效性. 展开更多
关键词 多模态机械信号 特征子集 选择性集成 磨机负荷参数
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Development and assessment of a multifunctional chitosan-based coating applied on AZ31 magnesium alloy: Corrosion resistance and antibacterial performance against Klebsiella Pneumoniae 被引量:2
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作者 Emmanuel Mena-Morcillo Lucien Veleva +3 位作者 Mariana Cerda-Zorrilla Montserrat Soria-Castro Juan C.Castro-Alcátara Rosa C.Canul-Puc 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2021年第6期2133-2144,共12页
This work presents a simple method to functionalise the surface of AZ31 magnesium alloy by applying a duplex MgF_(2)/chitosan coating,which improves its corrosion resistance and provides it with some antibacterial per... This work presents a simple method to functionalise the surface of AZ31 magnesium alloy by applying a duplex MgF_(2)/chitosan coating,which improves its corrosion resistance and provides it with some antibacterial performance.First,the effect of three chitosan solutions with different concentrations on the growth of the bacteria Klebsiella pneumoniae in nutritive medium(TSB)was evaluated by absorbance kinetics experiments,where the chitosan solution at 2%(m/V)was selected for the coating preparation.Before coating application,the AZ31 substrate was pretreated with hydrofluoric acid for 48 hours in order to form a MgF_(2)conversion layer.Subsequently,the coating was applied to the pretreated substrate through the dry-casting method.Samples of the alloy in each surface condition(bare,pretreated,and pretreated+coated with chitosan)were exposed to simulated body fluid(SBF)for 21 days at 37°C,with the solution renewed every 24 hours and the wastes stored.The surfaces were characterised by SEM-EDS,and XPS after the immersion tests,whereas the stored solutions were employed to measure the change in the Mg-ions concentration.Electrochemical impedance spectroscopy and potentiodynamic polarisation were performed in each surface condition to compare their corrosion resistance in SBF.The antibacterial activity of the functionalised surfaces was evaluated by the plate counting method and compared with bare samples.All results were correlated and demonstrate that the modified surface of AZ31 achieved a higher corrosion resistance when it was exposed to SBF,as well as a reduction of the bacterial growth during in vitro tests. 展开更多
关键词 AZ31 Chitosan coating Simulated body fluid Corrosion Antibacterial activity
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