The dynamics of a three-phase AC motor-elastic linkage mechanism system is considered. Taking the drive motor and the linkage mechanism as an integrated system, the coupling dynamic equations of the system are establi...The dynamics of a three-phase AC motor-elastic linkage mechanism system is considered. Taking the drive motor and the linkage mechanism as an integrated system, the coupling dynamic equations of the system are established by the finite element method. The multiple resonance and its stability of the system are studied using the method of multiple scales. The first order approximate solutions of the multiple resonance of the system are obtained. An algorithm for determining the stability of resonance is derived. The studies show that the multiple resonance and its stability of the system are not only related to the structure parameters of the linkage mechanism, but also to the electromagnetism parameters of the motor. At last, an experiment is given to verify the results of the theoretical analysis.展开更多
The 7 ka old Qixiangzhan lava flow(QXZ,Tianchi volcano)represents the last eruptive event before the 946 CE,caldera-forming‘Millennium’eruption(ME).Petrographic,whole rock,mineral composition,Sr-Nd isotopic data on ...The 7 ka old Qixiangzhan lava flow(QXZ,Tianchi volcano)represents the last eruptive event before the 946 CE,caldera-forming‘Millennium’eruption(ME).Petrographic,whole rock,mineral composition,Sr-Nd isotopic data on QXZ show that:(a)the lava consists of two components,constituted by comenditic obsidian fragments immersed in a continuous,aphanitic component;(b)both components have the same geochemical and isotopic variations of the ME magma.The QXZ and ME comendites result from fractional crystallization and crustal assimilation processes.The temperature of the QXZ magma was about 790℃ and the depth of the magma reservoir around 7 km,the same values as estimated for ME.QXZ had a viscosity of 10^(5.5)-10^(9) Pa s and a velocity of 3-10 km/yr.The emplacement time was 0.5-1.6yr and the flow rate 0.48-1.50 m^(3)/s.These values lie within the range estimated for other rhyolitic flows worldwide.The QXZ lava originated through a mixed explosive-effusive activity with the obsidian resulting from the ascent of undercooling,degassing and the fragmentation of magma along the conduit walls,whereas the aphanitic component testifies to the less undercooled and segregated flow at the center of the conduit.The QXZ lava demonstrates the extensive history of the ME magma chamber.展开更多
Coal measures are significant hydrocarbon source rocks and reservoirs in petroliferous basins.Many large gas fields and coalbed methane fields globally are originated from coal-measure source rocks or accumulated in c...Coal measures are significant hydrocarbon source rocks and reservoirs in petroliferous basins.Many large gas fields and coalbed methane fields globally are originated from coal-measure source rocks or accumulated in coal rocks.Inspired by the discovery of shale oil and gas,and guided by“the overall exploration concept of considering coal rock as reservoir”,breakthroughs in the exploration and development of coal-rock gas have been achieved in deep coal seams with favorable preservation conditions,thereby opening up a new development frontier for the unconventional gas in coal-rock reservoirs.Based on the data from exploration and development practices,a systematic study on the accumulation mechanism of coal-rock gas has been conducted.The mechanisms of“three fields”controlling coal-rock gas accumulation are revealed.It is confirmed that the coal-rock gas is different from CBM in accumulation process.The whole petroleum systems in the Carboniferous–Permian transitional facies coal measures of the eastern margin of the Ordos Basin and in the Jurassic continental facies coal measures of the Junggar Basin are characterized,and the key research directions for further developing the whole petroleum system theory of coal measures are proposed.Coal rocks,compared to shale,possess intense hydrocarbon generation potential,strong adsorption capacity,dual-medium reservoir properties,and partial or weak oil and gas self-sealing capacity.Additionally,unlike other unconventional gas such as shale gas and tight gas,coal-rock gas exhibits more complex accumulation characteristics,and its accumulation requires a certain coal-rock play form lithological and structural traps.Coal-rock gas also has the characteristics of conventional fractured gas reservoirs.Compared with the basic theory and model of the whole petroleum system established based on detrital rock formations,coal measures have distinct characteristics and differences in coal-rock reservoirs and source-reservoir coupling.The whole petroleum system of coal measures is composed of various types of coal-measure hydrocarbon plays with coal(and dark shale)in coal measures as source rock and reservoir,and with adjacent tight layers as reservoirs or cap or transport layers.Under the action of source-reservoir coupling,coal-rock gas is accumulated in coal-rock reservoirs with good preservation conditions,tight oil/gas is accumulated in tight layers,conventional oil/gas is accumulated in traps far away from sources,and coalbed methane is accumulated in coal-rock reservoirs damaged by later geological processes.The proposed whole petroleum system of coal measures represents a novel type of whole petroleum system.展开更多
Traditional Chinese medicine(TCM)represents a paradigmatic approach to personalized medicine,developed through the systematic accumulation and refinement of clinical empirical data over more than 2000 years,and now en...Traditional Chinese medicine(TCM)represents a paradigmatic approach to personalized medicine,developed through the systematic accumulation and refinement of clinical empirical data over more than 2000 years,and now encompasses large-scale electronic medical records(EMR)and experimental molecular data.Artificial intelligence(AI)has demonstrated its utility in medicine through the development of various expert systems(e.g.,MYCIN)since the 1970s.With the emergence of deep learning and large language models(LLMs),AI’s potential in medicine shows considerable promise.Consequently,the integration of AI and TCM from both clinical and scientific perspectives presents a fundamental and promising research direction.This survey provides an insightful overview of TCM AI research,summarizing related research tasks from three perspectives:systems-level biological mechanism elucidation,real-world clinical evidence inference,and personalized clinical decision support.The review highlights representative AI methodologies alongside their applications in both TCM scientific inquiry and clinical practice.To critically assess the current state of the field,this work identifies major challenges and opportunities that constrain the development of robust research capabilities—particularly in the mechanistic understanding of TCM syndromes and herbal formulations,novel drug discovery,and the delivery of high-quality,patient-centered clinical care.The findings underscore that future advancements in AI-driven TCM research will rely on the development of high-quality,large-scale data repositories;the construction of comprehensive and domain-specific knowledge graphs(KGs);deeper insights into the biological mechanisms underpinning clinical efficacy;rigorous causal inference frameworks;and intelligent,personalized decision support systems.展开更多
Increasing attention has been paid to radioactive wastewater to direct discharge in Japan or accidental leaks.Strontium-90(90Sr)and Cobalt-60(^(60)Co)are the most hazardous nuclides in waste discharged form nuclear re...Increasing attention has been paid to radioactive wastewater to direct discharge in Japan or accidental leaks.Strontium-90(90Sr)and Cobalt-60(^(60)Co)are the most hazardous nuclides in waste discharged form nuclear reactors.Because of their high solubility and long half-lives,these radioisotopes can persist for hundreds of years before decaying to negligible levels.Herein,a green and biodegradable material nanoscale zero-valent iron(nZVI)supported by bacterial cellulose particles(BCP-nZVI)is constructed for the first time to adsorb Co^(2+)and Sr^(2+)in single and binary systems.BCP-nZVI shows superior adsorption capacities of Co^(2+)and Sr^(2+)in a single system within a wide range of pH values from 5 to 7,while the coexistence of Co^(2+)adsorption inhibits the Sr^(2+)in binary system.Pseudo-second-order dynamics model and Langmuir isothermal model can be indicated the BCP-nZVI adsorption progress with 107.10 mg/g(Co^(2+))and 64.96 mg/g(Sr^(2+))maximum adsorption capacity.BCP-nZVI has outstanding stability,allowing it to be stored for more than one month with compromising its performance.More importantly,BCP-nZVI exhibits exceptional removal efficiency of Co^(2+)(92.53%)and Sr^(2+)(58.62%)removal in natural seawater systems.The mechanism investigation illustrates the high adsorption capacity of BCP-nZVI for Co^(2+)is controlled by redox and hydroxyl complexation.While Sr^(2+)is controlled by hydroxyl complexed adsorption,thus it has weak against interference by cations like Na^(+),Ca^(2+),etc.BCP-nZVI exhibits the advantages of high adsorption capacity,wide pH range,strong stability,and good applicability in natural seawater,which has excellent potential for application in radioactive ions removal.展开更多
Inflammatory bowel disease(IBD)influences several million people around the globe,with a high prevalence in North America and Europe.Results from the studies about host-gut microbial interactions demonstrated that gut...Inflammatory bowel disease(IBD)influences several million people around the globe,with a high prevalence in North America and Europe.Results from the studies about host-gut microbial interactions demonstrated that gut microbiota plays a critical role in the progression of IBD,and probiotics can significantly improve microflora dysbiosis and inflammatory response caused by intestinal pathogens.However,several limitations existed for the probiotics delivered to the intestine in the free form(non-encapsulated),such as low pH and diverse digestive enzymes in the gastrointestinal tract,etc.To overcome the problems,several probiotic delivery systems were established and verified with effects.Here,the types and applications of probiotics in animal models and clinical studies are first reviewed in this paper.Subsequently,various types of probiotic delivery systems are elaborated,containing the well-known microcapsules and hydrogel delivery systems,and the engineered probiotic delivery systems are also introduced.Furthermore,mechanisms of action associated with probiotics are illustrated,including maintaining gut microbiota barrier balance,modulating the immune response,and alleviating oxidative stress,etc.Finally,we discussed the relative advantages and disadvantages of different encapsulation methods,as well as future trends for further development of probiotic delivery systems with health benefits.展开更多
The accumulation of deoxyribonucleic acid(DNA)oxidative damage mediated by reactive oxygen species(ROS)is closely associated with liver diseases.8-Oxoguanine(8-OxoG),a prevalent DNA oxidation product,plays a significa...The accumulation of deoxyribonucleic acid(DNA)oxidative damage mediated by reactive oxygen species(ROS)is closely associated with liver diseases.8-Oxoguanine(8-OxoG),a prevalent DNA oxidation product,plays a significant role in liver disease progression.The base excision repair(BER)pathway,comprising over 30 proteins including 8-OxoG DNA glycosylase1(OGG1),MutY homolog(MUTYH),and MutT homolog protein 1(MTH1),is responsible for the clearance and mismatch repair of 8-OxoG.Abnormally high levels of 8-OxoG and dysregulated expression and function of 8-OxoG repair enzymes contribute to the onset and development of liver diseases.Consequently,targeting the 8-OxoG production and repair system with agonists or inhibitors may offer a promising approach to liver disease treatment.This review summarizes the impact of 8-OxoG accumulation and dysregulated repair enzymes on various liver diseases,including viral liver disease,alcoholic liver disease(ALD),metabolic dysfunction-associated steatotic liver disease(MASLD),cholestatic liver disease(CLD),liver fibrosis,cirrhosis,and liver cancer.Additionally,we review natural constituents as potential therapeutic agents that regulate 8-OxoG production,repair enzymes,and repair system-related signal pathways in oxidative damage-induced liver diseases.展开更多
This study investigates the anodic dissolution and electrochemical behavior of molybdenum in a NaCl-KCl molten salt system at 1023 K.The anodic dissolution process was systematically analyzed,revealing a sequential ox...This study investigates the anodic dissolution and electrochemical behavior of molybdenum in a NaCl-KCl molten salt system at 1023 K.The anodic dissolution process was systematically analyzed,revealing a sequential oxidation pathway of molybdenum into high-valence ions(Mo^(6+),Mo^(5+),Mo^(4+))under vary-ing electrolysis potentials.Electrochemical Impedance Spectroscopy(EIS)demonstrated that the dissolu-tion is governed by both charge transfer and diffusion mechanisms,with reduced impedance at higher potentials facilitating molybdenum dissolution.The reduction behavior of dissolved molybdenum ions was further explored using cyclic voltammetry(CV)and square wave voltammetry(SWV),confirming a multi-step reduction process controlled by diffusion and high reversibility.Nucleation studies using chronoamperometry established that molybdenum deposition follows an instantaneous nucleation mech-anism.Morphological analysis of cathodic deposits revealed that current density significantly influences particle size,transitioning from nano-sized spherical particles to larger equiaxed crystals with increasing current density.These findings provide a comprehensive understanding of molybdenum’s electrochemical properties in molten salts,offering valuable insights for optimizing electrolysis processes and advancing molybdenum-based material production.展开更多
Objective:Tanshinone ⅡA,one of the most abundant liposoluble components isolated from the traditional Chinese medicine Salvia miltiorrhiza,exhibits significant biological activities in anti-inflammatory,antibacterial...Objective:Tanshinone ⅡA,one of the most abundant liposoluble components isolated from the traditional Chinese medicine Salvia miltiorrhiza,exhibits significant biological activities in anti-inflammatory,antibacterial,and antitumor eff ects.This study aims to systematically explore the mechanism of Tanshinone ⅡA through bioinformatics.Methods:We utilized the TCMSP database to retrieve the oral bioavailability(OB)and drug-likeness(DL)of Tanshinone ⅡA.The gene chip numbered GSE85871 was downloaded from the GEO database,and diff erential genes were analyzed using R language to identify potential targets of Tanshinone ⅡA.After obtaining these targets,GO analysis and KEGG pathway analysis were performed using the DAVID 6.8 database.Diseases related to Tanshinone ⅡA were explored through the CTD database.Finally,Cytoscape was employed to construct a visual network of multiple targets,pathways,and diseases associated with Tanshinone ⅡA.Results:Tanshinone ⅡA demonstrated good drug effi cacy with an OB value of 49.89%and a DL value of 0.4.A total of 132 potential targets were identifi ed,primarily exhibiting gene co-expression and physical interaction in the PPI network.These targets were enriched in biological processes and pathways such as ovarian steroidogenesis,cell cycle,and steroid hormone biosynthesis.Tanshinone ⅡA was found to be relevant in the treatment of diseases including breast tumors,hypertension,atherosclerosis,gliomas,vascular system injuries,left ventricular hypertrophy,leukemia,and hearing loss.Conclusion:Utilizing bioinformatics approaches,we systematically analyzed the possible molecular mechanisms of Tanshinone ⅡA,providing potential targets and insights into its pharmacological mechanisms and treatment strategies.展开更多
High entropy materials(HEMs)are the promising electrocatalysts for anion exchange membrane electrolyser(AEMs)and proton exchange membrane fuel cells(PEMFCs)due to the intriguing cocktail effect,wide design space,tailo...High entropy materials(HEMs)are the promising electrocatalysts for anion exchange membrane electrolyser(AEMs)and proton exchange membrane fuel cells(PEMFCs)due to the intriguing cocktail effect,wide design space,tailorable electronic structure,and entropy stabilization effect.The precise fabrication of HEMs with functional nanostructures provides a crucial avenue to optimize the adsorption strength and catalytic activity for electrocatalysis.This review comprehensively summarizes the development of HEMs,focusing on the principles and strategies of structural design,and the catalytic mechanism towards hydrogen evolution reaction,oxygen evolution reaction and oxygen reduction reaction for the development of high-performance electrocatalysts.The complexity inherent in the interactions between different elements,the changes in the d-band center and the Gibbs free energies during the catalytic progress,as well as the coordination environment of the active sites associated with the unique crystal structure to improve the catalytic performance are discussed.We also provide a perspective on the challenges and future development direction of HEMs in electrocatalysis.This review will contribute to the design and development of HEMs-based catalysts for the next generation of electrochemical applications.展开更多
This article takes the current autonomous driving technology as the research background and studies the collaborative protection mechanism between its system-on-chip(SoC)functional safety and information security.It i...This article takes the current autonomous driving technology as the research background and studies the collaborative protection mechanism between its system-on-chip(SoC)functional safety and information security.It includes an introduction to the functions and information security of autonomous driving SoCs,as well as the main design strategies for the collaborative prevention and control mechanism of SoC functional safety and information security in autonomous driving.The research shows that in the field of autonomous driving,there is a close connection between the functional safety of SoCs and their information security.In the design of the safety collaborative protection mechanism,the overall collaborative protection architecture,SoC functional safety protection mechanism,information security protection mechanism,the workflow of the collaborative protection mechanism,and its strategies are all key design elements.It is hoped that this analysis can provide some references for the collaborative protection of SoC functional safety and information security in the field of autonomous driving,so as to improve the safety of autonomous driving technology and meet its practical application requirements.展开更多
This article investigates the anti-disturbance and stabilization problems for the nonlinear uncertain permanent magnet synchronous motor(PMSM)with stator voltage saturation and unknown load.A smooth switching mechanis...This article investigates the anti-disturbance and stabilization problems for the nonlinear uncertain permanent magnet synchronous motor(PMSM)with stator voltage saturation and unknown load.A smooth switching mechanism is presented to structure the adaptive integral terminal sliding mode control(SMC)strategy.The control design consists of compensation control and nominal control,which improves the rapidity and accuracy of trajectory tracking.The smooth saturation model based on the error function is applied to approximate the voltage saturation phenomenon.Additionally,to deal with the adverse effects of various unknown disturbances,including model parameter uncertainties and unknown external load disturbances,an improved disturbance observer(DO)is proposed.This observer effectively suppresses the fluctuations caused by fixed gain during the starting period of the system.Finally,the experimental results under different conditions show that the proposed strategy has good tracking and disturbance suppression performances.展开更多
Drone swarm systems,equipped with photoelectric imaging and intelligent target perception,are essential for reconnaissance and strike missions in complex and high-risk environments.They excel in information sharing,an...Drone swarm systems,equipped with photoelectric imaging and intelligent target perception,are essential for reconnaissance and strike missions in complex and high-risk environments.They excel in information sharing,anti-jamming capabilities,and combat performance,making them critical for future warfare.However,varied perspectives in collaborative combat scenarios pose challenges to object detection,hindering traditional detection algorithms and reducing accuracy.Limited angle-prior data and sparse samples further complicate detection.This paper presents the Multi-View Collaborative Detection System,which tackles the challenges of multi-view object detection in collaborative combat scenarios.The system is designed to enhance multi-view image generation and detection algorithms,thereby improving the accuracy and efficiency of object detection across varying perspectives.First,an observation model for three-dimensional targets through line-of-sight angle transformation is constructed,and a multi-view image generation algorithm based on the Pix2Pix network is designed.For object detection,YOLOX is utilized,and a deep feature extraction network,BA-RepCSPDarknet,is developed to address challenges related to small target scale and feature extraction challenges.Additionally,a feature fusion network NS-PAFPN is developed to mitigate the issue of deep feature map information loss in UAV images.A visual attention module(BAM)is employed to manage appearance differences under varying angles,while a feature mapping module(DFM)prevents fine-grained feature loss.These advancements lead to the development of BA-YOLOX,a multi-view object detection network model suitable for drone platforms,enhancing accuracy and effectively targeting small objects.展开更多
Lily-Ziziphi Spinosae Semen decoction(LZ)is known for its blood nourishing,mind calming,body sedation,and sleep promoting effects in traditional Chinese medicine.However,its material basis and underlying mechanisms ha...Lily-Ziziphi Spinosae Semen decoction(LZ)is known for its blood nourishing,mind calming,body sedation,and sleep promoting effects in traditional Chinese medicine.However,its material basis and underlying mechanisms have not yet been clearly defined.This study applies liquid chromatography-mass spectrometry,network pharmacology,and animal studies to reveal the material basis and sleep-improving mechanisms of LZ.The mixed decoction(LZ-ME)and single decoction(LZ-SE)were prepared to study their chemical components.Network pharmacology was used to predict the sleep-improving targets and signaling pathways of LZ.ICR mice were intragastrically administered saline(NC),melatonin(positive control group,0.50 mg/kg),low(12.90 g/kg),medium(25.70 g/kg),and high(38.60 g/kg)dose of LZ-ME and LZ-SH for 30 days.The results showed that LZ-ME could prolong the sleep duration and shorten the sleep latency in sodium barbiturate induced mice model.The results of chemical composition showed that total polysaccharides,total flavonoids,total saponins,and total alkaloids in LZ-ME were significantly higher than those in LZ-SE(177.20%,82.34%,30.58%,and 11.66%,respectively).A total of 58 chemical components were identified by ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry(UPLC-QTOF-MS),and 8 representative difference components of LZ-ME and LZ-SE were found.LZ-ME significantly increased tumor necrosis factor-α(TNF-α)in mice serum and neurotransmitterγ-aminobutyric acid(GABA)levels in mice hippocampus,decreased dopamine(DA)and glutamate(Glu)levels in mice hippocampus(P<0.05).Furthermore,LZ-ME up-regulated the abundance of the beneficial bacteria Lactobacillus and Eubacterium_R,down-regulated the abundance of the harmful bacteria Lachnospiraceae etc.The polysaccharides,flavonoids(spinosin and 6‴-feruloylspinosin)and saponins(jujuboside A and jujuboside B)were the main material bases for the sleep-promoting effects of LZ.These compounds may directly enhance levels of the GABA,reduced levels of Glu and DA and improve TNF-αlevels.And they also may indirectly regulate GABA levels by influencing the relative abundance of Lactobacillus and Eubacterium.展开更多
In the context of power generation companies, vast amounts of specialized data and expert knowledge have been accumulated. However, challenges such as data silos and fragmented knowledge hinder the effective utilizati...In the context of power generation companies, vast amounts of specialized data and expert knowledge have been accumulated. However, challenges such as data silos and fragmented knowledge hinder the effective utilization of this information. This study proposes a novel framework for intelligent Question-and-Answer (Q&A) systems based on Retrieval-Augmented Generation (RAG) to address these issues. The system efficiently acquires domain-specific knowledge by leveraging external databases, including Relational Databases (RDBs) and graph databases, without additional fine-tuning for Large Language Models (LLMs). Crucially, the framework integrates a Dynamic Knowledge Base Updating Mechanism (DKBUM) and a Weighted Context-Aware Similarity (WCAS) method to enhance retrieval accuracy and mitigate inherent limitations of LLMs, such as hallucinations and lack of specialization. Additionally, the proposed DKBUM dynamically adjusts knowledge weights within the database, ensuring that the most recent and relevant information is utilized, while WCAS refines the alignment between queries and knowledge items by enhanced context understanding. Experimental validation demonstrates that the system can generate timely, accurate, and context-sensitive responses, making it a robust solution for managing complex business logic in specialized industries.展开更多
Against the backdrop of active global responses to climate change and the accelerated green and low-carbon energy transition,the co-optimization and innovative mechanism design of multimodal energy systems have become...Against the backdrop of active global responses to climate change and the accelerated green and low-carbon energy transition,the co-optimization and innovative mechanism design of multimodal energy systems have become a significant instrument for propelling the energy revolution and ensuring energy security.Under increasingly stringent carbon emission constraints,how to achieve multi-dimensional improvements in energy utilization efficiency,renewable energy accommodation levels,and system economics-through the intelligent coupling of diverse energy carriers such as electricity,heat,natural gas,and hydrogen,and the effective application of market-based instruments like carbon trading and demand response-constitutes a critical scientific and engineering challenge demanding urgent solutions.展开更多
Zinc is recognized as a vital biological element for animals and plants.Both zinc deficiency and excess will cause damage to cells,and zinc deficiency in the human body may lead to severe health problems.Zinc deficien...Zinc is recognized as a vital biological element for animals and plants.Both zinc deficiency and excess will cause damage to cells,and zinc deficiency in the human body may lead to severe health problems.Zinc deficiency has been identified as a global nutritional issue.Wheat,one of the most significant food crops for humans,is primarily planted in potentially zinc-deficient,calcareous soils in China.It proves to be a major global challenge to increase the zinc concentration in wheat crops to boost crop yields and improve human health.This study investigated the growth process of wheat in calcareous soils with various zinc concentrations using outdoor pot experiments and systematically explored the characteristics and mechanism of zinc transport in the soil-wheat system.The results indicate that the zinc concentrations in various wheat organs decreased in the order of roots,stems,and leaves in the jointing stage and in the order of seeds,roots,and stems in the mature stage.Overall,the zinc enrichment in various wheat organs decreased in the order of seeds,roots,stems,and leaves.In the case of zinc deficiency in soils,wheat roots exhibited elevated zinc availability in the rhizosphere by secreting phytosiderophores.This enhances the zinc uptake capacity of wheat roots.In the case of sufficient zinc supply from soils,chelated zinc formed with citric acid as the chelating ligand occurred stably in soils,contributing to enhanced utilization and uptake rates of zinc,along with elevated transport and enrichment capacities of zinc inside the plants.The results indicate that the zinc concentration in wheat seeds can be somewhat enhanced by regulating the background value of bioavailable zinc concentration in soils.A moderate zinc concentration gradient of 1.0 mg/kg is unfavorable for zinc accumulation in wheat seeds,while a high zinc concentration gradient of 6.0 mg/kg corresponds to the highest degree of zinc enrichment in wheat seeds.This study holds critical scientific significance for enhancing the zinc supply capacity of soils,increasing the zinc concentrations in wheat seeds,and,accordingly,addressing zinc deficiency in the human body.Additionally,this study offers a mechanistic reference and basis for research on the interplay between soils,plants,and human health.展开更多
Mg/MgH_(2) has garnered significant attention primarily due to its abundant availability and high gravimetric density.Nevertheless,its practical implementation hindered by its high thermodynamic stability and sluggish...Mg/MgH_(2) has garnered significant attention primarily due to its abundant availability and high gravimetric density.Nevertheless,its practical implementation hindered by its high thermodynamic stability and sluggish kinetics.Fortunately,the introduction of transition metal single atom(TM SA)catalysts has emerged as an effective method to enhance the hydrogen storage properties of Mg/MgH_(2).Among these catalysts,the synergistic effect of nanoconfinement and TM SAs plays a pivotal role in the hydriding/dehydriding kinetics of Mg/MgH_(2).However,the effects of varying TM SAs interacting with N modified confined materials on H_(2) adsorption and desorption and underlying mechanisms remain enigmatic.Leveraging DFT calculations,we investigated the potential of combining TM SA catalysts with N-modified Carbon nanomaterials(CNT)to enhance the hydrogenation/dehydrogenation of Mg/MgH_(2).TM SA N-CNTs-Mg/MgH_(2) heterojunction systems encompassing ten 3d/4d transition metals were designed and constructed.We systematically investigated the impact of TM SA N-CNTs on the hydrogen absorption and desorption properties of Mg/MgH_(2) by examining parameters such as the electronic localization function(ELF),distorted charge density distributions,adsorption energies,dissociation energies,electronegativity,and the D-band center.Notably,the energy barriers for Mg/MgH_(2) hydrogenation and dehydrogenation were significantly reduced by 0.2-0.7 eV and 1.6-2.2 eV,respectively,through the catalytic promotion of TM SA N-CNTs.Herein,a novel“electronic-ropeway”effect was proposed to elucidate the underlying mechanism responsible for enhancing the hydrogen absorption and desorption kinetics in Mg/MgH_(2).Specifically,the contribution degree of TM SA N-CNTs and system electronegativity emerged as effective descriptors for predicting the reduced hydrogenation/dehydrogenation energy barriers.It is anticipated that elucidating the role of TM SA-N-CNTs will pave the way for developing innovative strategies to enhance the hydrogen absorption and desorption kinetics of Mg/MgH_(2) systems,thereby providing valuable design principles for the construction of novel Mg/MgH_(2) hydrogen storage materials.展开更多
In this paper, distributed event-triggered performance constraint control is proposed for Heterogeneous Multiagent Systems (HMASs) including quadrotor unmanned aerial vehicles and unmanned ground vehicles in the prese...In this paper, distributed event-triggered performance constraint control is proposed for Heterogeneous Multiagent Systems (HMASs) including quadrotor unmanned aerial vehicles and unmanned ground vehicles in the presence of unknown external disturbances. To tackle the problem of different dynamic characteristics and facilitate the controller design, the virtual variable is introduced in the z axis of the nonlinear model of unmanned ground vehicles. By using this approach, a universal model is established for the HMAS. Moreover, a distributed disturbance observer is established to cope with the adverse influence of the external disturbances. Then, an Appointed-Time Prescribed Performance Function (ATPPF) is designed to restrict the tracking error in the predefined regions. On this basis, the distributed performance constraint controller is proposed for the HMAS based on the ATPPF and the distributed disturbance observer. Furthermore, the improved event-triggered mechanism is proposed with a dynamic threshold, which depends on the distance between the tracking error and the boundary of the ATPPF. Finally, the effectiveness of the proposed control method is verified by the comparative experiments on an HMAS.展开更多
This paper deeply discusses the causes of gear howling noise,the identification and analysis of multi-source excitation,the transmission path of dynamic noise,simulation and experimental research,case analysis,optimiz...This paper deeply discusses the causes of gear howling noise,the identification and analysis of multi-source excitation,the transmission path of dynamic noise,simulation and experimental research,case analysis,optimization effect,etc.,aiming to better provide a certain guideline and reference for relevant researchers.展开更多
基金Supported by National Natural Science Foundation of China (No.50175031,50565001) , Key Project of Chinese Ministry of Education(No.205119) , Guangxi Science Foundation ( No.0542005) and New Century Ten, Hundred and Thousand Talent Project Special Foundation of Guangxi (No.2003203)
文摘The dynamics of a three-phase AC motor-elastic linkage mechanism system is considered. Taking the drive motor and the linkage mechanism as an integrated system, the coupling dynamic equations of the system are established by the finite element method. The multiple resonance and its stability of the system are studied using the method of multiple scales. The first order approximate solutions of the multiple resonance of the system are obtained. An algorithm for determining the stability of resonance is derived. The studies show that the multiple resonance and its stability of the system are not only related to the structure parameters of the linkage mechanism, but also to the electromagnetism parameters of the motor. At last, an experiment is given to verify the results of the theoretical analysis.
基金funded by the National Natural Science Foundation of China(Grant Nos.41972313 and 41790453)the Engineering Research Center of Geothermal Resources Development Technology and Equipment,Ministry of Education,Jilin University。
文摘The 7 ka old Qixiangzhan lava flow(QXZ,Tianchi volcano)represents the last eruptive event before the 946 CE,caldera-forming‘Millennium’eruption(ME).Petrographic,whole rock,mineral composition,Sr-Nd isotopic data on QXZ show that:(a)the lava consists of two components,constituted by comenditic obsidian fragments immersed in a continuous,aphanitic component;(b)both components have the same geochemical and isotopic variations of the ME magma.The QXZ and ME comendites result from fractional crystallization and crustal assimilation processes.The temperature of the QXZ magma was about 790℃ and the depth of the magma reservoir around 7 km,the same values as estimated for ME.QXZ had a viscosity of 10^(5.5)-10^(9) Pa s and a velocity of 3-10 km/yr.The emplacement time was 0.5-1.6yr and the flow rate 0.48-1.50 m^(3)/s.These values lie within the range estimated for other rhyolitic flows worldwide.The QXZ lava originated through a mixed explosive-effusive activity with the obsidian resulting from the ascent of undercooling,degassing and the fragmentation of magma along the conduit walls,whereas the aphanitic component testifies to the less undercooled and segregated flow at the center of the conduit.The QXZ lava demonstrates the extensive history of the ME magma chamber.
基金Supported by the PetroChina Basic Project(2024DJ23)CNPC Science Research and Technology Development Project(2021DJ0101)。
文摘Coal measures are significant hydrocarbon source rocks and reservoirs in petroliferous basins.Many large gas fields and coalbed methane fields globally are originated from coal-measure source rocks or accumulated in coal rocks.Inspired by the discovery of shale oil and gas,and guided by“the overall exploration concept of considering coal rock as reservoir”,breakthroughs in the exploration and development of coal-rock gas have been achieved in deep coal seams with favorable preservation conditions,thereby opening up a new development frontier for the unconventional gas in coal-rock reservoirs.Based on the data from exploration and development practices,a systematic study on the accumulation mechanism of coal-rock gas has been conducted.The mechanisms of“three fields”controlling coal-rock gas accumulation are revealed.It is confirmed that the coal-rock gas is different from CBM in accumulation process.The whole petroleum systems in the Carboniferous–Permian transitional facies coal measures of the eastern margin of the Ordos Basin and in the Jurassic continental facies coal measures of the Junggar Basin are characterized,and the key research directions for further developing the whole petroleum system theory of coal measures are proposed.Coal rocks,compared to shale,possess intense hydrocarbon generation potential,strong adsorption capacity,dual-medium reservoir properties,and partial or weak oil and gas self-sealing capacity.Additionally,unlike other unconventional gas such as shale gas and tight gas,coal-rock gas exhibits more complex accumulation characteristics,and its accumulation requires a certain coal-rock play form lithological and structural traps.Coal-rock gas also has the characteristics of conventional fractured gas reservoirs.Compared with the basic theory and model of the whole petroleum system established based on detrital rock formations,coal measures have distinct characteristics and differences in coal-rock reservoirs and source-reservoir coupling.The whole petroleum system of coal measures is composed of various types of coal-measure hydrocarbon plays with coal(and dark shale)in coal measures as source rock and reservoir,and with adjacent tight layers as reservoirs or cap or transport layers.Under the action of source-reservoir coupling,coal-rock gas is accumulated in coal-rock reservoirs with good preservation conditions,tight oil/gas is accumulated in tight layers,conventional oil/gas is accumulated in traps far away from sources,and coalbed methane is accumulated in coal-rock reservoirs damaged by later geological processes.The proposed whole petroleum system of coal measures represents a novel type of whole petroleum system.
基金supported by the National Key Research and Development Program (No.2023YFC3502604)the National Natural Science Foundation of China (Nos.U23B2062, 82274352,82174533, 82374302, 82204941)+3 种基金the Noncommunicable Chronic Diseases-National Science and Technology Major Project (No.2023ZD0505700)the Beijing-Tianjin-Hebei Basic Research Cooperation Project (No.22JCZXJC00070)the State Key Laboratory on Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligent Manufacture (No.SKL2024Z0102)Key R&D project of Ningxia Autonomous Region (No.2022BEG02036).
文摘Traditional Chinese medicine(TCM)represents a paradigmatic approach to personalized medicine,developed through the systematic accumulation and refinement of clinical empirical data over more than 2000 years,and now encompasses large-scale electronic medical records(EMR)and experimental molecular data.Artificial intelligence(AI)has demonstrated its utility in medicine through the development of various expert systems(e.g.,MYCIN)since the 1970s.With the emergence of deep learning and large language models(LLMs),AI’s potential in medicine shows considerable promise.Consequently,the integration of AI and TCM from both clinical and scientific perspectives presents a fundamental and promising research direction.This survey provides an insightful overview of TCM AI research,summarizing related research tasks from three perspectives:systems-level biological mechanism elucidation,real-world clinical evidence inference,and personalized clinical decision support.The review highlights representative AI methodologies alongside their applications in both TCM scientific inquiry and clinical practice.To critically assess the current state of the field,this work identifies major challenges and opportunities that constrain the development of robust research capabilities—particularly in the mechanistic understanding of TCM syndromes and herbal formulations,novel drug discovery,and the delivery of high-quality,patient-centered clinical care.The findings underscore that future advancements in AI-driven TCM research will rely on the development of high-quality,large-scale data repositories;the construction of comprehensive and domain-specific knowledge graphs(KGs);deeper insights into the biological mechanisms underpinning clinical efficacy;rigorous causal inference frameworks;and intelligent,personalized decision support systems.
基金supported by the National Natural Science Foundation of China(Nos.51778618 and 52070192)the State Key Laboratory of Materials-Oriented Chemical Engineering(No.SKL-MCE-23B09)the open fund of Information Materials and Intelligent Sensing Laboratory of Anhui Province(No.IMIS202213).
文摘Increasing attention has been paid to radioactive wastewater to direct discharge in Japan or accidental leaks.Strontium-90(90Sr)and Cobalt-60(^(60)Co)are the most hazardous nuclides in waste discharged form nuclear reactors.Because of their high solubility and long half-lives,these radioisotopes can persist for hundreds of years before decaying to negligible levels.Herein,a green and biodegradable material nanoscale zero-valent iron(nZVI)supported by bacterial cellulose particles(BCP-nZVI)is constructed for the first time to adsorb Co^(2+)and Sr^(2+)in single and binary systems.BCP-nZVI shows superior adsorption capacities of Co^(2+)and Sr^(2+)in a single system within a wide range of pH values from 5 to 7,while the coexistence of Co^(2+)adsorption inhibits the Sr^(2+)in binary system.Pseudo-second-order dynamics model and Langmuir isothermal model can be indicated the BCP-nZVI adsorption progress with 107.10 mg/g(Co^(2+))and 64.96 mg/g(Sr^(2+))maximum adsorption capacity.BCP-nZVI has outstanding stability,allowing it to be stored for more than one month with compromising its performance.More importantly,BCP-nZVI exhibits exceptional removal efficiency of Co^(2+)(92.53%)and Sr^(2+)(58.62%)removal in natural seawater systems.The mechanism investigation illustrates the high adsorption capacity of BCP-nZVI for Co^(2+)is controlled by redox and hydroxyl complexation.While Sr^(2+)is controlled by hydroxyl complexed adsorption,thus it has weak against interference by cations like Na^(+),Ca^(2+),etc.BCP-nZVI exhibits the advantages of high adsorption capacity,wide pH range,strong stability,and good applicability in natural seawater,which has excellent potential for application in radioactive ions removal.
基金supported by the 2022 Ningbo Yongjiang Talent Introduction Programme(Young Talent Sub-Project 2022A-158-G)the Zhejiang Provincial Natural Science Foundation of China(LQ23C200005)the Research Startup Fund of Ningbo University(ZX2022000432).
文摘Inflammatory bowel disease(IBD)influences several million people around the globe,with a high prevalence in North America and Europe.Results from the studies about host-gut microbial interactions demonstrated that gut microbiota plays a critical role in the progression of IBD,and probiotics can significantly improve microflora dysbiosis and inflammatory response caused by intestinal pathogens.However,several limitations existed for the probiotics delivered to the intestine in the free form(non-encapsulated),such as low pH and diverse digestive enzymes in the gastrointestinal tract,etc.To overcome the problems,several probiotic delivery systems were established and verified with effects.Here,the types and applications of probiotics in animal models and clinical studies are first reviewed in this paper.Subsequently,various types of probiotic delivery systems are elaborated,containing the well-known microcapsules and hydrogel delivery systems,and the engineered probiotic delivery systems are also introduced.Furthermore,mechanisms of action associated with probiotics are illustrated,including maintaining gut microbiota barrier balance,modulating the immune response,and alleviating oxidative stress,etc.Finally,we discussed the relative advantages and disadvantages of different encapsulation methods,as well as future trends for further development of probiotic delivery systems with health benefits.
基金supported by the National Key R&D Program of China(No.2023YFD1601400)the National Natural Science Foundation of China(Nos.82373912 and 82074068)+1 种基金Jiangsu Outstanding Youth Fund Project(No.BK20231535)the Fundamental Research Funds for the Central Universities(No.2632022YC04).
文摘The accumulation of deoxyribonucleic acid(DNA)oxidative damage mediated by reactive oxygen species(ROS)is closely associated with liver diseases.8-Oxoguanine(8-OxoG),a prevalent DNA oxidation product,plays a significant role in liver disease progression.The base excision repair(BER)pathway,comprising over 30 proteins including 8-OxoG DNA glycosylase1(OGG1),MutY homolog(MUTYH),and MutT homolog protein 1(MTH1),is responsible for the clearance and mismatch repair of 8-OxoG.Abnormally high levels of 8-OxoG and dysregulated expression and function of 8-OxoG repair enzymes contribute to the onset and development of liver diseases.Consequently,targeting the 8-OxoG production and repair system with agonists or inhibitors may offer a promising approach to liver disease treatment.This review summarizes the impact of 8-OxoG accumulation and dysregulated repair enzymes on various liver diseases,including viral liver disease,alcoholic liver disease(ALD),metabolic dysfunction-associated steatotic liver disease(MASLD),cholestatic liver disease(CLD),liver fibrosis,cirrhosis,and liver cancer.Additionally,we review natural constituents as potential therapeutic agents that regulate 8-OxoG production,repair enzymes,and repair system-related signal pathways in oxidative damage-induced liver diseases.
基金financially supported by the National Natural Science Foundation of China for Distinguished Young Scholar(No.52025042)the Open Fund of State Key Laboratory of Advanced Metallurgy(No.KF24-12)。
文摘This study investigates the anodic dissolution and electrochemical behavior of molybdenum in a NaCl-KCl molten salt system at 1023 K.The anodic dissolution process was systematically analyzed,revealing a sequential oxidation pathway of molybdenum into high-valence ions(Mo^(6+),Mo^(5+),Mo^(4+))under vary-ing electrolysis potentials.Electrochemical Impedance Spectroscopy(EIS)demonstrated that the dissolu-tion is governed by both charge transfer and diffusion mechanisms,with reduced impedance at higher potentials facilitating molybdenum dissolution.The reduction behavior of dissolved molybdenum ions was further explored using cyclic voltammetry(CV)and square wave voltammetry(SWV),confirming a multi-step reduction process controlled by diffusion and high reversibility.Nucleation studies using chronoamperometry established that molybdenum deposition follows an instantaneous nucleation mech-anism.Morphological analysis of cathodic deposits revealed that current density significantly influences particle size,transitioning from nano-sized spherical particles to larger equiaxed crystals with increasing current density.These findings provide a comprehensive understanding of molybdenum’s electrochemical properties in molten salts,offering valuable insights for optimizing electrolysis processes and advancing molybdenum-based material production.
文摘Objective:Tanshinone ⅡA,one of the most abundant liposoluble components isolated from the traditional Chinese medicine Salvia miltiorrhiza,exhibits significant biological activities in anti-inflammatory,antibacterial,and antitumor eff ects.This study aims to systematically explore the mechanism of Tanshinone ⅡA through bioinformatics.Methods:We utilized the TCMSP database to retrieve the oral bioavailability(OB)and drug-likeness(DL)of Tanshinone ⅡA.The gene chip numbered GSE85871 was downloaded from the GEO database,and diff erential genes were analyzed using R language to identify potential targets of Tanshinone ⅡA.After obtaining these targets,GO analysis and KEGG pathway analysis were performed using the DAVID 6.8 database.Diseases related to Tanshinone ⅡA were explored through the CTD database.Finally,Cytoscape was employed to construct a visual network of multiple targets,pathways,and diseases associated with Tanshinone ⅡA.Results:Tanshinone ⅡA demonstrated good drug effi cacy with an OB value of 49.89%and a DL value of 0.4.A total of 132 potential targets were identifi ed,primarily exhibiting gene co-expression and physical interaction in the PPI network.These targets were enriched in biological processes and pathways such as ovarian steroidogenesis,cell cycle,and steroid hormone biosynthesis.Tanshinone ⅡA was found to be relevant in the treatment of diseases including breast tumors,hypertension,atherosclerosis,gliomas,vascular system injuries,left ventricular hypertrophy,leukemia,and hearing loss.Conclusion:Utilizing bioinformatics approaches,we systematically analyzed the possible molecular mechanisms of Tanshinone ⅡA,providing potential targets and insights into its pharmacological mechanisms and treatment strategies.
基金supported by the Guangdong Basic and Applied Basic Research Fund Project(2022A1515140061,No.11000-2344014)Startup Foundation for Postdoctor by Dongguan University of Technology(No.11000-221110149)the High-level Talents Program(contract number 2023JC10L014)of the Department of Science and Technology of Guangdong Province。
文摘High entropy materials(HEMs)are the promising electrocatalysts for anion exchange membrane electrolyser(AEMs)and proton exchange membrane fuel cells(PEMFCs)due to the intriguing cocktail effect,wide design space,tailorable electronic structure,and entropy stabilization effect.The precise fabrication of HEMs with functional nanostructures provides a crucial avenue to optimize the adsorption strength and catalytic activity for electrocatalysis.This review comprehensively summarizes the development of HEMs,focusing on the principles and strategies of structural design,and the catalytic mechanism towards hydrogen evolution reaction,oxygen evolution reaction and oxygen reduction reaction for the development of high-performance electrocatalysts.The complexity inherent in the interactions between different elements,the changes in the d-band center and the Gibbs free energies during the catalytic progress,as well as the coordination environment of the active sites associated with the unique crystal structure to improve the catalytic performance are discussed.We also provide a perspective on the challenges and future development direction of HEMs in electrocatalysis.This review will contribute to the design and development of HEMs-based catalysts for the next generation of electrochemical applications.
文摘This article takes the current autonomous driving technology as the research background and studies the collaborative protection mechanism between its system-on-chip(SoC)functional safety and information security.It includes an introduction to the functions and information security of autonomous driving SoCs,as well as the main design strategies for the collaborative prevention and control mechanism of SoC functional safety and information security in autonomous driving.The research shows that in the field of autonomous driving,there is a close connection between the functional safety of SoCs and their information security.In the design of the safety collaborative protection mechanism,the overall collaborative protection architecture,SoC functional safety protection mechanism,information security protection mechanism,the workflow of the collaborative protection mechanism,and its strategies are all key design elements.It is hoped that this analysis can provide some references for the collaborative protection of SoC functional safety and information security in the field of autonomous driving,so as to improve the safety of autonomous driving technology and meet its practical application requirements.
基金supported by the National Natural Science Foundation under Grant 62273189the Shandong Province Natural Science Foundation under Grant ZR2021MF005Systems Science Plus Joint Research Program of Qingdao University under Grant XT2024201 of China supporting this research work.
文摘This article investigates the anti-disturbance and stabilization problems for the nonlinear uncertain permanent magnet synchronous motor(PMSM)with stator voltage saturation and unknown load.A smooth switching mechanism is presented to structure the adaptive integral terminal sliding mode control(SMC)strategy.The control design consists of compensation control and nominal control,which improves the rapidity and accuracy of trajectory tracking.The smooth saturation model based on the error function is applied to approximate the voltage saturation phenomenon.Additionally,to deal with the adverse effects of various unknown disturbances,including model parameter uncertainties and unknown external load disturbances,an improved disturbance observer(DO)is proposed.This observer effectively suppresses the fluctuations caused by fixed gain during the starting period of the system.Finally,the experimental results under different conditions show that the proposed strategy has good tracking and disturbance suppression performances.
基金supported by the Natural Science Foundation of China,Grant No.62103052.
文摘Drone swarm systems,equipped with photoelectric imaging and intelligent target perception,are essential for reconnaissance and strike missions in complex and high-risk environments.They excel in information sharing,anti-jamming capabilities,and combat performance,making them critical for future warfare.However,varied perspectives in collaborative combat scenarios pose challenges to object detection,hindering traditional detection algorithms and reducing accuracy.Limited angle-prior data and sparse samples further complicate detection.This paper presents the Multi-View Collaborative Detection System,which tackles the challenges of multi-view object detection in collaborative combat scenarios.The system is designed to enhance multi-view image generation and detection algorithms,thereby improving the accuracy and efficiency of object detection across varying perspectives.First,an observation model for three-dimensional targets through line-of-sight angle transformation is constructed,and a multi-view image generation algorithm based on the Pix2Pix network is designed.For object detection,YOLOX is utilized,and a deep feature extraction network,BA-RepCSPDarknet,is developed to address challenges related to small target scale and feature extraction challenges.Additionally,a feature fusion network NS-PAFPN is developed to mitigate the issue of deep feature map information loss in UAV images.A visual attention module(BAM)is employed to manage appearance differences under varying angles,while a feature mapping module(DFM)prevents fine-grained feature loss.These advancements lead to the development of BA-YOLOX,a multi-view object detection network model suitable for drone platforms,enhancing accuracy and effectively targeting small objects.
基金supported by the Province Natural Science Foundation of Hunan,China(2022JJ50048)Hunan Agriculture Research System(HARS-11).
文摘Lily-Ziziphi Spinosae Semen decoction(LZ)is known for its blood nourishing,mind calming,body sedation,and sleep promoting effects in traditional Chinese medicine.However,its material basis and underlying mechanisms have not yet been clearly defined.This study applies liquid chromatography-mass spectrometry,network pharmacology,and animal studies to reveal the material basis and sleep-improving mechanisms of LZ.The mixed decoction(LZ-ME)and single decoction(LZ-SE)were prepared to study their chemical components.Network pharmacology was used to predict the sleep-improving targets and signaling pathways of LZ.ICR mice were intragastrically administered saline(NC),melatonin(positive control group,0.50 mg/kg),low(12.90 g/kg),medium(25.70 g/kg),and high(38.60 g/kg)dose of LZ-ME and LZ-SH for 30 days.The results showed that LZ-ME could prolong the sleep duration and shorten the sleep latency in sodium barbiturate induced mice model.The results of chemical composition showed that total polysaccharides,total flavonoids,total saponins,and total alkaloids in LZ-ME were significantly higher than those in LZ-SE(177.20%,82.34%,30.58%,and 11.66%,respectively).A total of 58 chemical components were identified by ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry(UPLC-QTOF-MS),and 8 representative difference components of LZ-ME and LZ-SE were found.LZ-ME significantly increased tumor necrosis factor-α(TNF-α)in mice serum and neurotransmitterγ-aminobutyric acid(GABA)levels in mice hippocampus,decreased dopamine(DA)and glutamate(Glu)levels in mice hippocampus(P<0.05).Furthermore,LZ-ME up-regulated the abundance of the beneficial bacteria Lactobacillus and Eubacterium_R,down-regulated the abundance of the harmful bacteria Lachnospiraceae etc.The polysaccharides,flavonoids(spinosin and 6‴-feruloylspinosin)and saponins(jujuboside A and jujuboside B)were the main material bases for the sleep-promoting effects of LZ.These compounds may directly enhance levels of the GABA,reduced levels of Glu and DA and improve TNF-αlevels.And they also may indirectly regulate GABA levels by influencing the relative abundance of Lactobacillus and Eubacterium.
文摘In the context of power generation companies, vast amounts of specialized data and expert knowledge have been accumulated. However, challenges such as data silos and fragmented knowledge hinder the effective utilization of this information. This study proposes a novel framework for intelligent Question-and-Answer (Q&A) systems based on Retrieval-Augmented Generation (RAG) to address these issues. The system efficiently acquires domain-specific knowledge by leveraging external databases, including Relational Databases (RDBs) and graph databases, without additional fine-tuning for Large Language Models (LLMs). Crucially, the framework integrates a Dynamic Knowledge Base Updating Mechanism (DKBUM) and a Weighted Context-Aware Similarity (WCAS) method to enhance retrieval accuracy and mitigate inherent limitations of LLMs, such as hallucinations and lack of specialization. Additionally, the proposed DKBUM dynamically adjusts knowledge weights within the database, ensuring that the most recent and relevant information is utilized, while WCAS refines the alignment between queries and knowledge items by enhanced context understanding. Experimental validation demonstrates that the system can generate timely, accurate, and context-sensitive responses, making it a robust solution for managing complex business logic in specialized industries.
文摘Against the backdrop of active global responses to climate change and the accelerated green and low-carbon energy transition,the co-optimization and innovative mechanism design of multimodal energy systems have become a significant instrument for propelling the energy revolution and ensuring energy security.Under increasingly stringent carbon emission constraints,how to achieve multi-dimensional improvements in energy utilization efficiency,renewable energy accommodation levels,and system economics-through the intelligent coupling of diverse energy carriers such as electricity,heat,natural gas,and hydrogen,and the effective application of market-based instruments like carbon trading and demand response-constitutes a critical scientific and engineering challenge demanding urgent solutions.
基金supported by a general project of the National Natural Science Foundation of China(42272346)a project initiated by the China Geological Survey(DD20230101).
文摘Zinc is recognized as a vital biological element for animals and plants.Both zinc deficiency and excess will cause damage to cells,and zinc deficiency in the human body may lead to severe health problems.Zinc deficiency has been identified as a global nutritional issue.Wheat,one of the most significant food crops for humans,is primarily planted in potentially zinc-deficient,calcareous soils in China.It proves to be a major global challenge to increase the zinc concentration in wheat crops to boost crop yields and improve human health.This study investigated the growth process of wheat in calcareous soils with various zinc concentrations using outdoor pot experiments and systematically explored the characteristics and mechanism of zinc transport in the soil-wheat system.The results indicate that the zinc concentrations in various wheat organs decreased in the order of roots,stems,and leaves in the jointing stage and in the order of seeds,roots,and stems in the mature stage.Overall,the zinc enrichment in various wheat organs decreased in the order of seeds,roots,stems,and leaves.In the case of zinc deficiency in soils,wheat roots exhibited elevated zinc availability in the rhizosphere by secreting phytosiderophores.This enhances the zinc uptake capacity of wheat roots.In the case of sufficient zinc supply from soils,chelated zinc formed with citric acid as the chelating ligand occurred stably in soils,contributing to enhanced utilization and uptake rates of zinc,along with elevated transport and enrichment capacities of zinc inside the plants.The results indicate that the zinc concentration in wheat seeds can be somewhat enhanced by regulating the background value of bioavailable zinc concentration in soils.A moderate zinc concentration gradient of 1.0 mg/kg is unfavorable for zinc accumulation in wheat seeds,while a high zinc concentration gradient of 6.0 mg/kg corresponds to the highest degree of zinc enrichment in wheat seeds.This study holds critical scientific significance for enhancing the zinc supply capacity of soils,increasing the zinc concentrations in wheat seeds,and,accordingly,addressing zinc deficiency in the human body.Additionally,this study offers a mechanistic reference and basis for research on the interplay between soils,plants,and human health.
基金financed by the National Key Research and Development Program of China [grants number 2023YFB3809101]the National Natural Science Foundation of China [grants number 52471225, 52271212, 52201250]+1 种基金the Natural Science Foundation of Hebei Province [grants number E2018502054]the Fundamental Research Funds for the Central Universities [grants number 2023MS148]
文摘Mg/MgH_(2) has garnered significant attention primarily due to its abundant availability and high gravimetric density.Nevertheless,its practical implementation hindered by its high thermodynamic stability and sluggish kinetics.Fortunately,the introduction of transition metal single atom(TM SA)catalysts has emerged as an effective method to enhance the hydrogen storage properties of Mg/MgH_(2).Among these catalysts,the synergistic effect of nanoconfinement and TM SAs plays a pivotal role in the hydriding/dehydriding kinetics of Mg/MgH_(2).However,the effects of varying TM SAs interacting with N modified confined materials on H_(2) adsorption and desorption and underlying mechanisms remain enigmatic.Leveraging DFT calculations,we investigated the potential of combining TM SA catalysts with N-modified Carbon nanomaterials(CNT)to enhance the hydrogenation/dehydrogenation of Mg/MgH_(2).TM SA N-CNTs-Mg/MgH_(2) heterojunction systems encompassing ten 3d/4d transition metals were designed and constructed.We systematically investigated the impact of TM SA N-CNTs on the hydrogen absorption and desorption properties of Mg/MgH_(2) by examining parameters such as the electronic localization function(ELF),distorted charge density distributions,adsorption energies,dissociation energies,electronegativity,and the D-band center.Notably,the energy barriers for Mg/MgH_(2) hydrogenation and dehydrogenation were significantly reduced by 0.2-0.7 eV and 1.6-2.2 eV,respectively,through the catalytic promotion of TM SA N-CNTs.Herein,a novel“electronic-ropeway”effect was proposed to elucidate the underlying mechanism responsible for enhancing the hydrogen absorption and desorption kinetics in Mg/MgH_(2).Specifically,the contribution degree of TM SA N-CNTs and system electronegativity emerged as effective descriptors for predicting the reduced hydrogenation/dehydrogenation energy barriers.It is anticipated that elucidating the role of TM SA-N-CNTs will pave the way for developing innovative strategies to enhance the hydrogen absorption and desorption kinetics of Mg/MgH_(2) systems,thereby providing valuable design principles for the construction of novel Mg/MgH_(2) hydrogen storage materials.
基金supported in part by the National Natural Science Foundation of China(Nos.U23B2036,U2013201).
文摘In this paper, distributed event-triggered performance constraint control is proposed for Heterogeneous Multiagent Systems (HMASs) including quadrotor unmanned aerial vehicles and unmanned ground vehicles in the presence of unknown external disturbances. To tackle the problem of different dynamic characteristics and facilitate the controller design, the virtual variable is introduced in the z axis of the nonlinear model of unmanned ground vehicles. By using this approach, a universal model is established for the HMAS. Moreover, a distributed disturbance observer is established to cope with the adverse influence of the external disturbances. Then, an Appointed-Time Prescribed Performance Function (ATPPF) is designed to restrict the tracking error in the predefined regions. On this basis, the distributed performance constraint controller is proposed for the HMAS based on the ATPPF and the distributed disturbance observer. Furthermore, the improved event-triggered mechanism is proposed with a dynamic threshold, which depends on the distance between the tracking error and the boundary of the ATPPF. Finally, the effectiveness of the proposed control method is verified by the comparative experiments on an HMAS.
文摘This paper deeply discusses the causes of gear howling noise,the identification and analysis of multi-source excitation,the transmission path of dynamic noise,simulation and experimental research,case analysis,optimization effect,etc.,aiming to better provide a certain guideline and reference for relevant researchers.
