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Discrimination capacity analysis of FTIR-PCA and EEM-PARAFAC on dandelion tissues extracts

Food Innovation and Advances 2023年第4期2卷 247-254页

作者： Guoqing Li Hui Zou Yilun Chen College of Food Science and Engineering Shandong Agricultural UniversityKey Laboratory of Food Processing Technology and Quality Control in Shandong ProvinceTaian 271018China

Dandelion root contains triterpenoids,polyphenols and flavonoids,dandelion leaf is rich in polyphenols,flavonoids,flavonoids glycosides,and dandelion flower mainly contains flavonoids,among other *** different substance content leads to specific benefits and function effects of each *** transform infrared spectroscopy,three-dimensional fluorescence spectroscopy and related multivariate statistical methods are widely used to determine sample characteristics,but limited research focuses on the substance difference and characteristics in dandelion *** this paper,Fourier transform infrared spectra-principal component analysis and three-dimensional fluorescence spectroscopy-parallel factor analysis were conveyed to analyze dandelion stem,leaf,root and flower tissue extracts,for determining the substance species and content difference among dandelion tissues and evaluating the discrimination capacity of these analysis *** Fourier transform infrared spectroscopy of root was distinct from others,and the two principal component models could distinguish dandelion stem and flower,but failed to differentiate leaf and root;while the excitation and emission matrix showed that stem and flower,leaf and root had similar intensity band distribution but different fluorescence intensity,and the parallel factor analysis results proved that one-and threecomponent models cannot differentiate the tissues of stem and flower,leaf and root,since the fluorescent compounds(polyphenol,flavonoid etc.)structure and content were similar in different *** results indicated that Fourier transform infrared-principal component analysis might be a useful method when various fluorescent compounds exist.

关键词： analysis flower excitation

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High-throughput microfluidic production of carbon capture microcapsules:fundamentals,applications,and perspectives

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International Journal of Extreme Manufacturing 2024年第3期6卷 330-361页

作者： Xiangdong Liu Wei Gao Yue Lu Liangyu Wu Yongping Chen College of Electrical Energy and Power EngineeringYangzhou UniversityYangzhouJiangsu 225127People’s Republic of China Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education School of Energy and EnvironmentSoutheast UniversityNanjingJiangsu 210096People’s Republic of China Jiangsu Key Laboratory of Micro and Nano Heat Fluid Flow Technology and Energy Application School of Environmental Science and EngineeringSuzhou University of Science and TechnologySuzhouJiangsu 215009People’s Republic of China

In the last three decades,carbon dioxide(CO_(2)) emissions have shown a significant increase from various *** address this pressing issue,the importance of reducing CO_(2) emissions has grown,leading to increased attention toward carbon capture,utilization,and storage *** these strategies,monodisperse microcapsules,produced by using droplet microfluidics,have emerged as promising tools for carbon capture,offering a potential solution to mitigate CO_(2) ***,the limited yield of microcapsules due to the inherent low flow rate in droplet microfluidics remains a *** this comprehensive review,the high-throughput production of carbon capture microcapsules using droplet microfluidics is focused ***,the detailed insights into microfluidic chip fabrication technologies,the microfluidic generation of emulsion droplets,along with the associated hydrodynamic considerations,and the generation of carbon capture microcapsules through droplet microfluidics are *** review highlights the substantial potential of droplet microfluidics as a promising technique for large-scale carbon capture microcapsule production,which could play a significant role in achieving carbon neutralization and emission reduction goals.

关键词： carbon capture microcapsules droplet microfluidic high-throughput production carbon neutralization

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Reproductive Toxicities of Tetradecyltrimethylammonium Chloride and Tetradecyltrimethylammonium Bromide on Caenorhabditis elegans over Four Consecutive Generations

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Chemical Research in Chinese Universities 2024年第6期40卷 1060-1067页

作者： ZHANG Jing DING Ruoqi YU Zhenyang Ecological Technique and Engineering College Shanghai Institute of TechnologyShanghai 201418P.R.China Jiaxing Tongji Institute for Environment Jiaxing 314051P.R.China State Key Laboratory of Pollution Control and Resource Reuse Key Laboratory of Yangtze River Water EnvironmentMinistry of EducationCollege of Environmental Science and EngineeringTongji UniversityShanghai 200092P.R.China

Quaternary ammonium compounds (QACs) become emerging pollutants and their toxicities earn increasing *** far,their reproductive toxicities were poorly investigated,and their effects over generations were even less *** the present study,reproductive toxicities of two QACs,i.e.,tetradecyltrimethylammonium chloride (TTAC);tetradecyltrimethylammonium bromide (TTAB) were studied on Caenorhabditis elegans with a consecutive exposure over four generations (from F1 to F4).The effects of TTAC on total and initial reproduction showed stimulation and inhibition,which oscillated from F1 to *** effects of TTAB on the total reproduction commonly showed stimulation over generations with the greatest stimulation in F2,and it inhibited the initial reproduction but stimulated the reproduction *** exploration demonstrated that TTAC and TTAB significantly disturbed the levels of spermatocyte protein 8 (SPE8);sperm transmembrane protein 9 (SPE9);vitellogenin (Vg);major sperm protein (MSP);ephrin receptor protein tyrosine kinase (VAB-1);the expressions of vab-1,ceh-18,set-2,met-2 and *** disturbances demonstrated that both QACs impacted the reproductive processes via oocyte meiosis,gonadal support and germline ***,the effects of TTAC and TTAB in parents were connected with those in the offspring,which highlighted the roles of reproduction in connecting *** addition,different effects between TTAC and TTAB demonstrated the anionic influences on the QACs’ toxicities.

关键词： Multigenerational effect Oocyte meiosis Gonadal support Germline development Anionic influence

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Root-KGD: A Novel Framework for Root Cause Diagnosis Based on Knowledge Graph and industrial Data

arXiv

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arXiv 2024年

作者： Chen, Jiyu Qian, Jinchuan Zhang, Xinmin Song, Zhihuan State Key Laboratory of Industrial Control Technology College of Control Science and Engineering Zhejiang University Hangzhou310027 China

With the development of intelligent manufacturing and the increasing complexity of industrial production, root cause diagnosis has gradually become an important research direction in the field of industrial fault diagnosis. However, existing research methods struggle to effectively combine domain knowledge and industrial data, failing to provide accurate, online, and reliable root cause diagnosis results for industrial processes. To address these issues, a novel fault root cause diagnosis framework based on knowledge graph and industrial data, called Root-KGD, is proposed. Root-KGD uses the knowledge graph to represent domain knowledge and employs data-driven modeling to extract fault features from industrial data. It then combines the knowledge graph and data features to perform knowledge graph reasoning for root cause identification. The performance of the proposed method is validated using two industrial process cases, Tennessee Eastman Process (TEP) and Multiphase Flow Facility (MFF). Compared to existing methods, Root-KGD not only gives more accurate root cause variable diagnosis results but also provides interpretable fault-related information by locating faults to corresponding physical entities in knowledge graph (such as devices and streams). In addition, combined with its lightweight nature, Root-KGD is more effective in online industrial applications. Copyright © 2024, The Authors. All rights reserved.

关键词： Knowledge graph

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Borehole reinforcement based on polymer materials induced by liquid-gas phase transition in simulating lunar coring

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International Journal of Mining science and technology 2025年第3期35卷 383-398页

作者： Dingqiang Mo Tao Liu Zhiyu Zhao Liangyu Zhu Dongsheng Yang Yifan Wu Cheng Lan Wenchuan Jiang Heping Xie State Key Laboratory of Coal Mine Disaster Dynamics and Control Chongqing UniversityChongqing 400044China Guangdong Provincial Key Laboratory of Deep Earth Sciences and Geothermal Energy Exploitation and Utilization College of Civil and Transportation EngineeringShenzhen UniversityShenzhen 518060China Institute of New Energy and Low-Carbon Technology Sichuan UniversityChengdu 610065China State Key Laboratory of Intelligent Construction and Healthy Operation and Maintenance of Deep Underground Engineering Sichuan UniversityChengdu 610065China College of Polymer Science and Engineering Sichuan UniversityChengdu 610065China Shenzhen Key Laboratory of Deep Engineering Science and Green Energy Institute of Deep Earth Sciences and Green EnergyShenzhen UniversityShenzhen 518060China

Lunar core samples are the key materials for accurately assessing and developing lunar ***,the difficulty of maintaining borehole stability in the lunar coring process limits the depth of lunar ***,a strategy of using a reinforcement fluid that undergoes a phase transition spontaneously in a vacuum environment to reinforce the borehole is *** on this strategy,a reinforcement liquid suitable for a wide temperature range and a high vacuum environment was developed.A feasibility study on reinforcing the borehole with the reinforcement liquid was carried out,and it is found that the cohesion of the simulated lunar soil can be increased from 2 to 800 kPa after using the reinforcement ***,a series of coring experiments are conducted using a selfdeveloped high vacuum(vacuum degree of 5 Pa)and low-temperature(between-30 and 50℃)simulation *** is confirmed that the high-boiling-point reinforcement liquid pre-placed in the drill pipe can be released spontaneously during the drilling process and finally complete the reinforcement of the *** reinforcement effect of the borehole is better when the solute concentration is between0.15 and 0.25 g/mL.

关键词： Lunar coring Reinforcement fluid Borehole reinforcement Drill bit cooling

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Short‐term and long‐term memory self‐attention network for segmentation of tumours in 3D medical images

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CAAI Transactions on Intelligence technology 2023年第4期8卷 1524-1537页

作者： Mingwei Wen Quan Zhou Bo Tao Pavel Shcherbakov Yang Xu Xuming Zhang Department of Biomedical Engineering College of Life Science and TechnologyHuazhong University of Science and TechnologyWuhanChina State Key Laboratory of Digital Manufacturing Equipment and Technology Huazhong University of Science and TechnologyWuhanChina Institute for Control Science Russian Academy of SciencesMoscowRussia Hubei Medical Devices Quality Supervision and Test Institute WuhanChina

Tumour segmentation in medical images(especially 3D tumour segmentation)is highly challenging due to the possible similarity between tumours and adjacent tissues,occurrence of multiple tumours and variable tumour shapes and *** popular deep learning‐based segmentation algorithms generally rely on the convolutional neural network(CNN)and *** former cannot extract the global image features effectively while the latter lacks the inductive bias and involves the complicated computation for 3D volume *** existing hybrid CNN‐Transformer network can only provide the limited performance improvement or even poorer segmentation performance than the pure *** address these issues,a short‐term and long‐term memory self‐attention network is ***,a distinctive self‐attention block uses the Transformer to explore the correlation among the region features at different levels extracted by the ***,the memory structure filters and combines the above information to exclude the similar regions and detect the multiple ***,the multi‐layer reconstruction blocks will predict the tumour *** results demonstrate that our method outperforms other methods in terms of subjective visual and quantitative *** with the most competitive method,the proposed method provides Dice(82.4%vs.76.6%)and Hausdorff distance 95%(HD95)(10.66 vs.11.54 mm)on the KiTS19 as well as Dice(80.2%vs.78.4%)and HD95(9.632 vs.12.17 mm)on the LiTS.

关键词： 3D medical images convolutional neural network self‐attention network transformer tumor segmentation

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Synergistic effect of Pd single atoms and clusters on the de/re-hydrogenation performance of MgH_(2)

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Journal of Materials science & technology 2024年第24期191卷 49-62页

作者： Nuo Xu Haoran Zhou Mingqiang Zhang Yuchuan Ye Kaiwen Wang Yingtang Zhou Yunfeng Zhu Yao Zhang School of Materials Science and Engineering Jiangsu Key Laboratory of Advanced Metallic MaterialsSoutheast UniversityNanjing 211189China Zhejiang Key Laboratory of Petrochemical Environmental Pollution Control National Engineering Research Center for Marine AquacultureMarine Science and Technology CollegeZhejiang Ocean UniversityZhoushan 316004China ICFO-Institut de Ciències Fotòniques The Barcelona Institute of Science and TechnologyCastelldefels(Barcelona)08860Spain Faculty of Materials and Manufacturing Beijing University of TechnologyBeijing 100124China College of Materials Science and Engineering Jiangsu Collaborative Innovation Centre for Advanced InorganicFunction CompositesNanjing Tech UniversityNanjing 211816China

Hydrogen storage plays a pivotal role in the hydrogen industry,yet its current status presents a *** strategies have emerged in recent years to address this ***_(2) has stood out as a promising solid-state hydrogen storage material due to its impressive gravimetric and volumetric hydrogen density,but its practical application is hampered by elevated thermal stability and sluggish *** this study,we introduce a solution by synthesizing Pd metallene through a one-pot solvothermal method,revealing a distinctive highly curved lamellar structure with a thickness of around 1.6 *** this Pd metallene into MgH_(2) results in a composite system wherein the starting dehydrogenation temperature is significantly lowered to 439 K and complete dehydrogenation occurs at 583 K,releasing 6.14 wt.%*** activation energy of dehydrogenation for MgH_(2) was reduced from 170.4 kJ mol^(-1) to 79.85 kJ mol^(-1) after Pd metallene *** enthalpy of dehydrogenation of the MgH_(2)-10 wt.%Pd sample was calculated to be 73 kJ mol^(-1) H_(2)^(-1) and decreased by 4.4 kJ mol^(-1) H_(2)^(-1) from that of dehydrogenation of pure MgH_(2)(77.4 kJ mol^(-1) H_(2)-1).Theoretical calculations show that the average formation energy and average adsorption energy of hydrogen vacancies can be significantly reduced in the presence of both Pd clusters and Pd single atoms on the surface of MgH_(2)/Mg,*** suggests that the synergistic effect of in situ formed Pd single atoms and clusters significantly improves the hydrogenation and dehydrogenation *** identified active sites in this study hold potential as references for forthcoming multi-sized active site catalysts,underscoring a significant advancement toward resolving hydrogen storage limitations.

关键词： MgH_(2) Metallene Single atoms Clusters Hydrogen storage

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A flame retardant separator modified by MOFs-derived hybrid for safe and efficient Li-S batteries

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Journal of Energy Chemistry 2022年第1期31卷 372-384,I0010页

作者： Na Wu Junling Wang Can Liao Longfei Han Lei Song Yuan Hu Xiaowei Mu Yongchun Kan State Key Laboratory of Fire Science.CAS Key Laboratory of Soft Matter Chemistry University of Science and Technology of ChinaHefei 230026AnhuiChina Jiangsu Key Laboratory of Hazardous Chemicals Safety and Control College of Safety Science and EngineeringNanjing Tech UniversityNanjing 211816JiangsuChina

In this work,we have successfully prepared a novel separator modified with N,S co-doped carbon framework(named NSPCF)with confined CoS_(2) nanoparticles and rooted carbon nanotubes material(named NSPCF@CoS_(2))to apply for high-performance Lithium-Sulfur batteries(Li-S batteries).Robust carbon structure with large specific surface can act as a physical barrier and possess physical adsorption effect on lithium polysulfides(LiPSs).In addition,highly-conductive carbon can improve integral conductivity,leading to the fast charge transport and reaction ***,doping heteroatoms could form more active sites to adsorb LiPSs strongly so that modified separator could inhibit the shuttle effect ***,the presence of CoS_(2) further enhances the ability of modified separator to trap LiPSs owing to the Lewis acid-base *** a result,the NSPCF@CoS_(2)@C-150 battery can deliver initial discharge capacities of 863.0,776.2,649.1 and 489.4 mAh g^(-1) at 0.1,0.5,1 and 2C with a high sulfur loading of 2.04 mg cm^(-2),***,when turning the current density back to 0.1 C,its discharge capacity can recover to 1008.7 mAh g^(-1).In addition,the modified separators exhibit outstanding capacities to restrain the growth of lithium *** is noteworthy that the flame retardant performances of Li-S batteries are improved dramatically owing to the novel structures of modified *** rationally designed separator endows Li-S batteries with higher safety and excellent electrochemical performances,providing a feasible strategy for practical application of Li-S batteries.

关键词： Metal-organic frameworks Shuttling behavior Lithium dendrites Safety

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Approximately Invertible Neural Network for Learned Image Compression

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IEEE Transactions on Image Processing 2025年 34卷 3041-3055页

作者： Gao, Yanbo Li, Shuai Fu, Meng Lv, Chong Yang, Zhiyuan Cai, Xun Yuan, Hui Ye, Mao Shandong University School of Software Jinan250100 China Shandong University-WeiHai Research Institute of Industrial Technology Shandong University Weihai264209 China Shandong University School of Control Science and Engineering Jinan250100 China Key Laboratory of Machine Intelligence and System Control Ministry of Education Jinan250100 China University of Electronic Science and Technology of China Sichuan Chengdu611731 China

Learned image compression has attracted considerable interests in recent years. An analysis transform and a synthesis transform, which can be regarded as coupled transforms, are used to encode an image to latent feature and decode the feature after quantization to reconstruct the image. Inspired by the success of invertible neural networks in generative modeling, invertible modules can be used to construct the coupled analysis and synthesis transforms. Considering the noise introduced in the feature quantization invalidates the invertible process, this paper proposes an Approximately Invertible Neural Network (A-INN) framework for learned image compression. It formulates the rate-distortion optimization in lossy image compression when using INN with quantization, which differentiates from using INN for generative modelling. Generally speaking, A-INN can be used as the theoretical foundation for any INN based lossy compression method. Based on this formulation, A-INN with a progressive denoising module (PDM) is developed to effectively reduce the quantization noise in the decoding. Moreover, a Cascaded Feature Recovery Module (CFRM) is designed to learn high-dimensional feature recovery from low-dimensional ones to further reduce the noise in feature channel compression. In addition, a Frequency-enhanced Decomposition and Synthesis Module (FDSM) is developed by explicitly enhancing the high-frequency components in an image to address the loss of high-frequency information inherent in neural network based image compression, thereby enhancing the reconstructed image quality. Extensive experiments demonstrate that the proposed A-INN framework achieves better or comparable compression efficiency than the conventional image compression approach and state-of-the-art learned image compression methods. © 1992-2012 IEEE.

关键词： Image coding

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Efficient Trajectory Planning for Coordinated Arrival of Fixed-Wing UAV Swarm 1

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16th International Conference on Intelligent Robotics and Applications, ICIRA 2023

作者： Zhong, Yuhang Hu, Yangxiu Chen, Yang He, Ningyu Xu, Guangtong Xu, Chao Gao, Fei Huzhou Institute Zhejiang University Huzhou313000 China College of Artificial Intelligence Nankai University Tianjin300350 China Shanghai Aerospace Control Technology Institute Shanghai201109 China State Key Laboratory of Industrial Control Technology College of Control Science and Engineering Zhejiang University Hangzhou310027 China

ISBN: (数字)9789819964987

ISBN: (纸本)9789819964970

This paper proposes an efficient centralized trajectory planning algorithm for fixed-wing swarms to address the problem of coordinated arrival. A Dubins-based initial path sampling method is designed in the front end to provide a good initial guess considering kinodynamic feasibility. Then a joint optimization approach is carried out in the back end where constraints are formulated as a penalty in the cost function. Moreover, a well-formed trajectory representation is utilized to realize spatial-temporal optimization with few variables, leading to the high computational efficiency. A replanning strategy is also introduced to handle the situation when the target trajectory changes. Numerous simulation results demonstrate the efficiency and feasibility of the algorithm. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023.

关键词： Fixed wings

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