Exploring a new and robust material for proton conduction is of significant importance to the scientific interest and technological importance.Polyoxometalates(POMs)are a class of molecular anion metal oxide clusters ...Exploring a new and robust material for proton conduction is of significant importance to the scientific interest and technological importance.Polyoxometalates(POMs)are a class of molecular anion metal oxide clusters with well-defined structures and diverse properties.Therefore,the design and synthesis of a POM-based material for proton conduction is extremely vital.Herein,a dimeric four tartaric acid-bridged tetra-Zr-incorporated arsenotungstate.展开更多
Effective vegetation reconstruction plays a vital role in the restoration of desert ecosystems.However,in reconstruction of different vegetation types,the community characteristics,assembly processes,and functions of ...Effective vegetation reconstruction plays a vital role in the restoration of desert ecosystems.However,in reconstruction of different vegetation types,the community characteristics,assembly processes,and functions of different soil microbial taxa under environmental changes are still disputed,which limits the understanding of the sustainability of desert restoration.Hence,we investigated the soil microbial community characteristics and functional attributes of grassland desert(GD),desert steppe(DS),typical steppe(TS),and artificial forest(AF)in the Mu Us Desert,China.Our findings confirmed the geographical conservation of soil microbial composition but highlighted decreased microbial diversity in TS.Meanwhile,the abundance of rare taxa and microbial community stability in TS improved.Heterogeneous and homogeneous selection determined the assembly of rare and abundant bacterial taxa,respectively,with both being significantly influenced by soil moisture.In contrast,fungal communities displayed stochastic processes and exhibited sensitivity to soil nutrient conditions.Furthermore,our investigation revealed a noteworthy augmentation in bacterial metabolic functionality in TS,aligning with improved vegetation restoration and the assemblage of abundant bacterial taxa.However,within nutrient-limited soils(GD,DS,and AF),the assembly dynamics of rare fungal taxa assumed a prominent role in augmenting their metabolic capacity and adaptability to desert ecosystems.These results highlighted the variations in the assembly processes and metabolic functions of soil microorganisms during vegetation reestablishment and provided corresponding theoretical support for anthropogenic revegetation of desert ecosystems.展开更多
The epizoic diatoms,especifically those living at the body surface of copepods has not garnered sufficient attention.This study focuses on the copepod Pseudodiaptomus annandalei and three epizoic diatom species isolat...The epizoic diatoms,especifically those living at the body surface of copepods has not garnered sufficient attention.This study focuses on the copepod Pseudodiaptomus annandalei and three epizoic diatom species isolated from its body surface:Pseudofalcula hyalina,Haslea sp.,and Tabularia sp.The research explored the physiological and biochemical characteristics of diatoms under co cultivation conditions with P.annandalei and different species of epizoic diatoms,along with variations in copepod survival rates.Results reveal that the growth rate,cell density,and chlorophyll-a content of the three epizoic diatoms were enhanced by P.annandalei.The photosynthesis of epizoic diatoms,particularly the photochemical efficiency of PSⅡ(F_(v)/F_(m))of P.hyalina was positively influenced by P.annandalei.The impact of P.annandalei on biochemical compositions exhibited species-specific characteristics.Under co-culture conditions,the content of polysaccharides and proteins in the colloidal exopolymeric substance(CEPS)of P.hyalina and Haslea sp.increased,so did the intracellular protein content of Tabularia sp.The attachment of P.hyalina was most significantly influenced by P.annandalei,followed by Haslea sp.,and then Tabularia sp.,likely due to the increased uronic acid content of P.hyalina under co-culture conditions.Moreover,the three epizoic diatoms might have served as food sources for P.annandalei,as evidenced by the higher survival of copepods.The release of nitrate and phosphate from P.annandalei contributed to the nutrition for the growth of epizoic diatoms,indicating that the bottom-up effect resulting from P.annandalei excretion nutrition was greater than the top-down effect from predation.展开更多
In this paper, a class of discontinuous neutral-type neural networks (NTNNs) with proportional delays is considered. The targets of the paper are to study the problem of periodic solutions and fixed-time (FXT) stabili...In this paper, a class of discontinuous neutral-type neural networks (NTNNs) with proportional delays is considered. The targets of the paper are to study the problem of periodic solutions and fixed-time (FXT) stabilization of the addressed neural networks. In order to complete the targets, based on set-valued map, differential inclusions theory, coincidence theorem and Hölder inequality technique, some new proportional delay-dependent criteria shown by the inequalities are derived. Based on the fact of the existence of solution, further by applying the FXT stability lemmas and equivalent transformation, the zero solution of closed-loop system achieves FXT stabilization and the corresponding settling-times are estimated. Some previous related works on NTNNs are extended. Finally, one typical example is provided to show the effectiveness of the established results.展开更多
The reverse design of solid rocket motor(SRM)propellant grain involves determining the grain geometry to closely match a predefined internal ballistic curve.While existing reverse design methods are feasible,they ofte...The reverse design of solid rocket motor(SRM)propellant grain involves determining the grain geometry to closely match a predefined internal ballistic curve.While existing reverse design methods are feasible,they often face challenges such as lengthy computation times and limited accuracy.To achieve rapid and accurate matching between the targeted ballistic curve and complex grain shape,this paper proposes a novel reverse design method for SRM propellant grain based on time-series data imaging and convolutional neural network(CNN).First,a finocyl grain shape-internal ballistic curve dataset is created using parametric modeling techniques to comprehensively cover the design space.Next,the internal ballistic time-series data is encoded into three-channel images,establishing a potential relationship between the ballistic curves and their image representations.A CNN is then constructed and trained using these encoded images.Once trained,the model enables efficient inference of propellant grain dimensions from a target internal ballistic curve.This paper conducts comparative experiments across various neural network models,validating the effectiveness of the feature extraction method that transforms internal ballistic time-series data into images,as well as its generalization capability across different CNN architectures.Ignition tests were performed based on the predicted propellant grain.The results demonstrate that the relative error between the experimental internal ballistic curves and the target curves is less than 5%,confirming the validity and feasibility of the proposed reverse design methodology.展开更多
This meta-analysis examines 45 peer-reviewed studies(1950-2023)analysing 320 piano score editions from the Royal Conservatory of Music(RCM)Archive,employing robust statistical methods to quantify pedagogical evolution...This meta-analysis examines 45 peer-reviewed studies(1950-2023)analysing 320 piano score editions from the Royal Conservatory of Music(RCM)Archive,employing robust statistical methods to quantify pedagogical evolution.The data reveal a 42%increase in fingering density within post-2000 editions(Hedges’g=0.41,p<0.001,CI[0.28,0.54]),with Romantic works showing the highest variability(g=0.59 vs.Baroque g=0.12).Strong correlations emerged between editorial changes and pedagogical trends(r=0.67,p=0.002),particularly adopting ergonomic techniques post-1980.Performance data indicate modern editions improve advanced student outcomes by 12%(OR=1.12[1.05,1.19])but may overwhelm beginners(error rate+18%).The study establishes empirical evidence for three pedagogical epochs:technical rigor(pre-1980),transitional(1980-2000),and expressive flexibility(post-2000).These findings withstand publication bias tests(Egger’s t=1.2,p=0.24)and significantly affect curriculum design and historical performance practice.展开更多
Cocamidopropyl hydroxyl sulfobetaine(CHSB)is one of the most promising foaming agents for high-salinity reservoirs because the salt in place facilitates its foam stability,even with salinity as high as 2×10^(5)mg...Cocamidopropyl hydroxyl sulfobetaine(CHSB)is one of the most promising foaming agents for high-salinity reservoirs because the salt in place facilitates its foam stability,even with salinity as high as 2×10^(5)mg/L.However,the synergistic effects between CHSB and salt have not been fully understood.This study utilized bulk foam tests and thin-film interferometry to comprehensively investigate the macroscopic and microscopic decay processes of CHSB foams with NaCl concentrations ranging from 2.3×10^(4)to 2.1×10^(5)mg/L.We focused on the dilatational viscoelasticity and dynamic thin-film thickness to elucidate the high-salinity-enhanced foam stability.The increase in dilatational viscoelasticity and supramolecular oscillating structural force(Π_(OS))with salinity dominated the superior stability of CHSB foam.With increasing salinity,more CHSB molecules accumulated on the surface with a lower diffusion rate,leading to high dilatational moduli and surface elasticity,thus decelerating coarsening and coalescence.Meanwhile,the number density of micelles in the thin film increased with salinity,resulting in increasedΠOS.Consequently,the energy barrier for stepwise thinning intensified,and the thin-film drainage slowed.This work conduces to understand the mechanisms behind the pronounced stability of betaine foam and can promote the widespread application of foam in harsh reservoirs.展开更多
Precision grinding is a key process for realizing the use of large-aperture aspherical optical elements in laser nuclear fusion devices,large-aperture astronomical telescopes,and high-resolution space cameras.In this ...Precision grinding is a key process for realizing the use of large-aperture aspherical optical elements in laser nuclear fusion devices,large-aperture astronomical telescopes,and high-resolution space cameras.In this study,the arc envelope grinding process of large-aperture aspherical optics is investigated using a CM1500 precision grinding machine with a maximum machinable diameter ofΦ1500 mm.The form error of the aspherical workpiece induced by wheel setting errors is analytically modeled for both parallel and cross grinding.Results show that the form error is more sensitive to the wheel setting error along the feed direction than that along the lateral direction.It is a bilinear function of the feed-direction wheel setting error and the distance to the optical axis.Based on the error function above,a method to determine the wheel setting error is proposed.Subsequently,grinding tests are performed with the wheels aligned accurately.Using a newly proposed partial error compensation method with an appropriate compensation factor,a form error of 3.4μm peak-to-valley(PV)for aΦ400 mm elliptical K9 glass surface is achieved.展开更多
In this study,a hydrophobic material,ethylcellulose,which was used as its aqueous suspension Surelease^(®),was combined with a swelling agent as the swelling layer to prepare delayed-release pellets for Danshensu...In this study,a hydrophobic material,ethylcellulose,which was used as its aqueous suspension Surelease^(®),was combined with a swelling agent as the swelling layer to prepare delayed-release pellets for Danshensu,which is a hydrophilic drug with low MW.A rupturable,delayed-release pellet consists of a drug core,a swelling layer containing a swelling agent(cross-linked sodium carboxymethyl cellulose)with a hydrophobic agent(Surelease^(®)),and a controlled layer composed by an insoluble,water-permeable polymeric coating(aqueous ethylcellulose dispersions)was developed in a fluidised bed.Results showed that blending Surelease^(®)into the swelling layer could effectively extend the release of Danshensu from the pellets,which may be attributed to the slowed swelling rate by reduction of water penetration and improvement of mechanical integrity of the swelling layer.Drug in the delayed pellets showed sustained release in beagle dogs after oral administration with comparable in-vivo exposure to the uncoated drug pellets.In conclusion,blends of hydrophobic and swelling agents in the swelling layer in doublemembrane pellets could achieve a delayed drug-release profile in vitro,as well as delayed and sustained absorption in vivo for highly soluble,low-MW drug.The present study highlighted the potential use of a delayed-release system for other hydrophilic,low-MW drugs to meet the formulation requirements for chronopharmacological diseases.展开更多
The removal of metallic impurities from off-grade copper concentrate was investigated in alkaline solution with H2O2. The analysis results of XRD and SEM-EDS revealed the oxidative mechanisms of all sulfides. The infl...The removal of metallic impurities from off-grade copper concentrate was investigated in alkaline solution with H2O2. The analysis results of XRD and SEM-EDS revealed the oxidative mechanisms of all sulfides. The influence of various parameters of alkaline leaching were investigated including concentrations of sodium hydroxide and hydrogen peroxide, liquid to solid ratio, leaching time and temperature. The results showed that the removal rate of Mo, As and Zn were increased with increasing leaching time and H2O2 concentration, and that the removal rate of Mo, As and Zn were firstly increased and then slightly decreased with increasing liquid to solid ratio, temperature and NaOH concentration, respectively. More than 95% Mo, 94% As, and 94 % Zn are removed from the off-grade concentrate under the optimum conditions, while only 1.7% Cu is dissolved. These optimum conditions were sodium hydroxide 1.5 mol/L, hydrogen peroxide 1.0 mol/L, temperature 50°C, liquid to solid ratio 5/1 mL/g and leaching time 5 h.展开更多
The dynamic traveling salesman problem(DTSP)is significant in logistics distribution in real-world applications in smart cities,but it is uncertain and difficult to solve.This paper proposes a scheme library-based ant...The dynamic traveling salesman problem(DTSP)is significant in logistics distribution in real-world applications in smart cities,but it is uncertain and difficult to solve.This paper proposes a scheme library-based ant colony optimization(ACO)with a two-optimization(2-opt)strategy to solve the DTSP efficiently.The work is novel and contributes to three aspects:problemmodel,optimization framework,and algorithmdesign.Firstly,in the problem model,traditional DTSP models often consider the change of travel distance between two nodes over time,while this paper focuses on a special DTSP model in that the node locations change dynamically over time.Secondly,in the optimization framework,the ACO algorithm is carried out in an offline optimization and online application framework to efficiently reuse the historical information to help fast respond to the dynamic environment.The framework of offline optimization and online application is proposed due to the fact that the environmental change inDTSPis caused by the change of node location,and therefore the newenvironment is somehowsimilar to certain previous environments.This way,in the offline optimization,the solutions for possible environmental changes are optimized in advance,and are stored in a mode scheme library.In the online application,when an environmental change is detected,the candidate solutions stored in the mode scheme library are reused via ACO to improve search efficiency and reduce computational complexity.Thirdly,in the algorithm design,the ACO cooperates with the 2-opt strategy to enhance search efficiency.To evaluate the performance of ACO with 2-opt,we design two challenging DTSP cases with up to 200 and 1379 nodes and compare them with other ACO and genetic algorithms.The experimental results show that ACO with 2-opt can solve the DTSPs effectively.展开更多
The effects of different parameters on the nonlinear dynamic characteristics of macrofiber composite(MFC)microsheet with graphene(GP)skin under non-uniform thermal field are investigated.Firstly,the physical parameter...The effects of different parameters on the nonlinear dynamic characteristics of macrofiber composite(MFC)microsheet with graphene(GP)skin under non-uniform thermal field are investigated.Firstly,the physical parameters of the MFC–GP structure are calculated by the mixing rule,and the constitutive equations of the structure are set up by employing the Eringen theory.The nonlinear dynamic equations of the microsheet are obtained by using Hamilton’s principle.Then,the heat conduction equations of the microsheet are considered,adopting Green and Naghdi’s generalized thermoelasticity theory.According to the Galerkin weighted residual method,the thermoelasticity coupling equations of the structure are obtained.Meanwhile,the influence of the positive piezoelectric effect of GP and MFC on the vibration response of the structure is also investigated.The nonlinear dynamic governing equations including displacement,coupled thermoelasticity,and electricity field are discretized by the Galerkin method.The effects of non-local parameter,volume fraction of GP,and thermal and electricity coupling coefficients on structural dynamic behavior are discussed in the numerical simulation.展开更多
Objective:To study the effect of Danhong injection on neuroendocrine molecules and ventricular remodeling in patients with ischemic cardiomyopathy heart failure.Methods: 80 cases of patients with ischemic cardiomyopat...Objective:To study the effect of Danhong injection on neuroendocrine molecules and ventricular remodeling in patients with ischemic cardiomyopathy heart failure.Methods: 80 cases of patients with ischemic cardiomyopathy heart failure who were treated in our hospital between March 2014 and December 2016 were collected and divided into control group (n=40) and observation group (n=40) according to random number table. The control group received regular treatment, the observation group received regular + Danhong injection treatment, and both therapies lasted for 14 d a course, two sessions. Serum contents of neuroendocrine molecules and ventricular remodeling-related indexes, Doppler ultrasonic ventricular remodeling parameter levels, and so on were compared between two groups of patients before and after treatment.Results: Before treatment, serum contents of neuroendocrine molecules and ventricular remodeling-related indexes as well as Doppler ultrasonic ventricular remodeling parameter levels were not statistically different between two groups of patients. After treatment, serum neuroendocrine molecules NT-proBNP, ANP, AngⅡ, ALD and NE contents of observation group were lower than those of control group, serum ventricular remodeling indexes TGF-β1, NF-κB, CysC and FGF23 contents were lower than those of control group, and ultrasonic ventricular remodeling parameters LVMI, LVRI, RVEDV and RVESV levels were lower than those of control group.Conclusion: Adjuvant Danhong injection therapy helps optimize the neuroendocrine molecule contents and inhibit the ventricular remodeling process in patients with ischemic cardiomyopathy heart failure.展开更多
Cellular senescence and chronic inflammation in response to aging are considered to be indicators of brain aging;they have a great impact on the aging process and are the main risk factors for neurodegeneration.Review...Cellular senescence and chronic inflammation in response to aging are considered to be indicators of brain aging;they have a great impact on the aging process and are the main risk factors for neurodegeneration.Reviewing the microglial response to aging and neuroinflammation in neurodegenerative diseases will help understand the importance of microglia in neurodegenerative diseases.This review describes the origin and function of microglia and focuses on the role of different states of the microglial response to aging and chronic inflammation on the occurrence and development of neurodegenerative diseases,including Alzheimer's disease,Huntington's chorea,and Parkinson's disease.This review also describes the potential benefits of treating neurodegenerative diseases by modulating changes in microglial states.Therefore,inducing a shift from the neurotoxic to neuroprotective microglial state in neurodegenerative diseases induced by aging and chronic inflammation holds promise for the treatment of neurodegenerative diseases in the future.展开更多
Purpose–The electromechanical brake system is leading the latest development trend in railway braking technology.The tolerance stack-up generated during the assembly and production process catalyzes the slight geomet...Purpose–The electromechanical brake system is leading the latest development trend in railway braking technology.The tolerance stack-up generated during the assembly and production process catalyzes the slight geometric dimensioning and tolerancing between the motor stator and rotor inside the electromechanical cylinder.The tolerance leads to imprecise brake control,so it is necessary to diagnose the fault of the motor in the fully assembled electromechanical brake system.This paper aims to present improved variational mode decomposition(VMD)algorithm,which endeavors to elucidate and push the boundaries of mechanical synchronicity problems within the realm of the electromechanical brake system.Design/methodology/approach–The VMD algorithm plays a pivotal role in the preliminary phase,employing mode decomposition techniques to decompose the motor speed signals.Afterward,the error energy algorithm precision is utilized to extract abnormal features,leveraging the practical intrinsic mode functions,eliminating extraneous noise and enhancing the signal’s fidelity.This refined signal then becomes the basis for fault analysis.In the analytical step,the cepstrum is employed to calculate the formant and envelope of the reconstructed signal.By scrutinizing the formant and envelope,the fault point within the electromechanical brake system is precisely identified,contributing to a sophisticated and accurate fault diagnosis.Findings–This paper innovatively uses the VMD algorithm for the modal decomposition of electromechanical brake(EMB)motor speed signals and combines it with the error energy algorithm to achieve abnormal feature extraction.The signal is reconstructed according to the effective intrinsic mode functions(IMFS)component of removing noise,and the formant and envelope are calculated by cepstrum to locate the fault point.Experiments show that the empirical mode decomposition(EMD)algorithm can effectively decompose the original speed signal.After feature extraction,signal enhancement and fault identification,the motor mechanical fault point can be accurately located.This fault diagnosis method is an effective fault diagnosis algorithm suitable for EMB systems.Originality/value–By using this improved VMD algorithm,the electromechanical brake system can precisely identify the rotational anomaly of the motor.This method can offer an online diagnosis analysis function during operation and contribute to an automated factory inspection strategy while parts are assembled.Compared with the conventional motor diagnosis method,this improved VMD algorithm can eliminate the need for additional acceleration sensors and save hardware costs.Moreover,the accumulation of online detection functions helps improve the reliability of train electromechanical braking systems.展开更多
基金supported by the National Natural Science Foundation of China(Nos.22071043 and 22203027)Shanxi Province Science Foundation(No.202303021211194)the program for the(Reserved)Discipline Leaders of Taiyuan Institute of Technology.
文摘Exploring a new and robust material for proton conduction is of significant importance to the scientific interest and technological importance.Polyoxometalates(POMs)are a class of molecular anion metal oxide clusters with well-defined structures and diverse properties.Therefore,the design and synthesis of a POM-based material for proton conduction is extremely vital.Herein,a dimeric four tartaric acid-bridged tetra-Zr-incorporated arsenotungstate.
基金supported by the National Natural Science Foundation of China(No.42007428)the National Forage Industry Technology System Program of China(No.CARS34)+1 种基金the Key Research and Development Program of Shaanxi,China(No.2022SF-285)Shaanxi Province Forestry Science and Technology Innovation Program,China(No.SXLK2022-02-14)。
文摘Effective vegetation reconstruction plays a vital role in the restoration of desert ecosystems.However,in reconstruction of different vegetation types,the community characteristics,assembly processes,and functions of different soil microbial taxa under environmental changes are still disputed,which limits the understanding of the sustainability of desert restoration.Hence,we investigated the soil microbial community characteristics and functional attributes of grassland desert(GD),desert steppe(DS),typical steppe(TS),and artificial forest(AF)in the Mu Us Desert,China.Our findings confirmed the geographical conservation of soil microbial composition but highlighted decreased microbial diversity in TS.Meanwhile,the abundance of rare taxa and microbial community stability in TS improved.Heterogeneous and homogeneous selection determined the assembly of rare and abundant bacterial taxa,respectively,with both being significantly influenced by soil moisture.In contrast,fungal communities displayed stochastic processes and exhibited sensitivity to soil nutrient conditions.Furthermore,our investigation revealed a noteworthy augmentation in bacterial metabolic functionality in TS,aligning with improved vegetation restoration and the assemblage of abundant bacterial taxa.However,within nutrient-limited soils(GD,DS,and AF),the assembly dynamics of rare fungal taxa assumed a prominent role in augmenting their metabolic capacity and adaptability to desert ecosystems.These results highlighted the variations in the assembly processes and metabolic functions of soil microorganisms during vegetation reestablishment and provided corresponding theoretical support for anthropogenic revegetation of desert ecosystems.
基金Supported by the National Natural Science Foundation of China(No.42076114)the Second Batch of High-level Professional Groups of Vocational Colleges in Guangdong Province(No.GSPZYQ 2021004)the Guangxi Science and Technology Base and Talent Special Project(No.GUIKE AD 23026041)。
文摘The epizoic diatoms,especifically those living at the body surface of copepods has not garnered sufficient attention.This study focuses on the copepod Pseudodiaptomus annandalei and three epizoic diatom species isolated from its body surface:Pseudofalcula hyalina,Haslea sp.,and Tabularia sp.The research explored the physiological and biochemical characteristics of diatoms under co cultivation conditions with P.annandalei and different species of epizoic diatoms,along with variations in copepod survival rates.Results reveal that the growth rate,cell density,and chlorophyll-a content of the three epizoic diatoms were enhanced by P.annandalei.The photosynthesis of epizoic diatoms,particularly the photochemical efficiency of PSⅡ(F_(v)/F_(m))of P.hyalina was positively influenced by P.annandalei.The impact of P.annandalei on biochemical compositions exhibited species-specific characteristics.Under co-culture conditions,the content of polysaccharides and proteins in the colloidal exopolymeric substance(CEPS)of P.hyalina and Haslea sp.increased,so did the intracellular protein content of Tabularia sp.The attachment of P.hyalina was most significantly influenced by P.annandalei,followed by Haslea sp.,and then Tabularia sp.,likely due to the increased uronic acid content of P.hyalina under co-culture conditions.Moreover,the three epizoic diatoms might have served as food sources for P.annandalei,as evidenced by the higher survival of copepods.The release of nitrate and phosphate from P.annandalei contributed to the nutrition for the growth of epizoic diatoms,indicating that the bottom-up effect resulting from P.annandalei excretion nutrition was greater than the top-down effect from predation.
基金supported by Social Science Fund of Hunan province(Grant No.22JD074)the Research Foundation of Education Bureau of Hunan province(Grant No.22B0912).
文摘In this paper, a class of discontinuous neutral-type neural networks (NTNNs) with proportional delays is considered. The targets of the paper are to study the problem of periodic solutions and fixed-time (FXT) stabilization of the addressed neural networks. In order to complete the targets, based on set-valued map, differential inclusions theory, coincidence theorem and Hölder inequality technique, some new proportional delay-dependent criteria shown by the inequalities are derived. Based on the fact of the existence of solution, further by applying the FXT stability lemmas and equivalent transformation, the zero solution of closed-loop system achieves FXT stabilization and the corresponding settling-times are estimated. Some previous related works on NTNNs are extended. Finally, one typical example is provided to show the effectiveness of the established results.
文摘The reverse design of solid rocket motor(SRM)propellant grain involves determining the grain geometry to closely match a predefined internal ballistic curve.While existing reverse design methods are feasible,they often face challenges such as lengthy computation times and limited accuracy.To achieve rapid and accurate matching between the targeted ballistic curve and complex grain shape,this paper proposes a novel reverse design method for SRM propellant grain based on time-series data imaging and convolutional neural network(CNN).First,a finocyl grain shape-internal ballistic curve dataset is created using parametric modeling techniques to comprehensively cover the design space.Next,the internal ballistic time-series data is encoded into three-channel images,establishing a potential relationship between the ballistic curves and their image representations.A CNN is then constructed and trained using these encoded images.Once trained,the model enables efficient inference of propellant grain dimensions from a target internal ballistic curve.This paper conducts comparative experiments across various neural network models,validating the effectiveness of the feature extraction method that transforms internal ballistic time-series data into images,as well as its generalization capability across different CNN architectures.Ignition tests were performed based on the predicted propellant grain.The results demonstrate that the relative error between the experimental internal ballistic curves and the target curves is less than 5%,confirming the validity and feasibility of the proposed reverse design methodology.
文摘This meta-analysis examines 45 peer-reviewed studies(1950-2023)analysing 320 piano score editions from the Royal Conservatory of Music(RCM)Archive,employing robust statistical methods to quantify pedagogical evolution.The data reveal a 42%increase in fingering density within post-2000 editions(Hedges’g=0.41,p<0.001,CI[0.28,0.54]),with Romantic works showing the highest variability(g=0.59 vs.Baroque g=0.12).Strong correlations emerged between editorial changes and pedagogical trends(r=0.67,p=0.002),particularly adopting ergonomic techniques post-1980.Performance data indicate modern editions improve advanced student outcomes by 12%(OR=1.12[1.05,1.19])but may overwhelm beginners(error rate+18%).The study establishes empirical evidence for three pedagogical epochs:technical rigor(pre-1980),transitional(1980-2000),and expressive flexibility(post-2000).These findings withstand publication bias tests(Egger’s t=1.2,p=0.24)and significantly affect curriculum design and historical performance practice.
基金The authors would like to be grateful for the financial support of National Natural Science Foundation of China(No.51904256).
文摘Cocamidopropyl hydroxyl sulfobetaine(CHSB)is one of the most promising foaming agents for high-salinity reservoirs because the salt in place facilitates its foam stability,even with salinity as high as 2×10^(5)mg/L.However,the synergistic effects between CHSB and salt have not been fully understood.This study utilized bulk foam tests and thin-film interferometry to comprehensively investigate the macroscopic and microscopic decay processes of CHSB foams with NaCl concentrations ranging from 2.3×10^(4)to 2.1×10^(5)mg/L.We focused on the dilatational viscoelasticity and dynamic thin-film thickness to elucidate the high-salinity-enhanced foam stability.The increase in dilatational viscoelasticity and supramolecular oscillating structural force(Π_(OS))with salinity dominated the superior stability of CHSB foam.With increasing salinity,more CHSB molecules accumulated on the surface with a lower diffusion rate,leading to high dilatational moduli and surface elasticity,thus decelerating coarsening and coalescence.Meanwhile,the number density of micelles in the thin film increased with salinity,resulting in increasedΠOS.Consequently,the energy barrier for stepwise thinning intensified,and the thin-film drainage slowed.This work conduces to understand the mechanisms behind the pronounced stability of betaine foam and can promote the widespread application of foam in harsh reservoirs.
基金Fellowship of China National Postdoctoral Program for Innovative Talents(Grant No.BX20200268)Research Project of State Key Laboratory of Mechanical System and Vibration(Grant No.MSV202103)+1 种基金National Natural Science Foundation of China(Grant No.51720105016)Higher Education Discipline Innovation Project(Grant No.B12016).
文摘Precision grinding is a key process for realizing the use of large-aperture aspherical optical elements in laser nuclear fusion devices,large-aperture astronomical telescopes,and high-resolution space cameras.In this study,the arc envelope grinding process of large-aperture aspherical optics is investigated using a CM1500 precision grinding machine with a maximum machinable diameter ofΦ1500 mm.The form error of the aspherical workpiece induced by wheel setting errors is analytically modeled for both parallel and cross grinding.Results show that the form error is more sensitive to the wheel setting error along the feed direction than that along the lateral direction.It is a bilinear function of the feed-direction wheel setting error and the distance to the optical axis.Based on the error function above,a method to determine the wheel setting error is proposed.Subsequently,grinding tests are performed with the wheels aligned accurately.Using a newly proposed partial error compensation method with an appropriate compensation factor,a form error of 3.4μm peak-to-valley(PV)for aΦ400 mm elliptical K9 glass surface is achieved.
基金Financial support was provided by a research grant from the University of Macao(Research Grant RG085/09-10S/ZY/ICMS and UL016/09-Y4/CMS/WYT01/ICMS).
文摘In this study,a hydrophobic material,ethylcellulose,which was used as its aqueous suspension Surelease^(®),was combined with a swelling agent as the swelling layer to prepare delayed-release pellets for Danshensu,which is a hydrophilic drug with low MW.A rupturable,delayed-release pellet consists of a drug core,a swelling layer containing a swelling agent(cross-linked sodium carboxymethyl cellulose)with a hydrophobic agent(Surelease^(®)),and a controlled layer composed by an insoluble,water-permeable polymeric coating(aqueous ethylcellulose dispersions)was developed in a fluidised bed.Results showed that blending Surelease^(®)into the swelling layer could effectively extend the release of Danshensu from the pellets,which may be attributed to the slowed swelling rate by reduction of water penetration and improvement of mechanical integrity of the swelling layer.Drug in the delayed pellets showed sustained release in beagle dogs after oral administration with comparable in-vivo exposure to the uncoated drug pellets.In conclusion,blends of hydrophobic and swelling agents in the swelling layer in doublemembrane pellets could achieve a delayed drug-release profile in vitro,as well as delayed and sustained absorption in vivo for highly soluble,low-MW drug.The present study highlighted the potential use of a delayed-release system for other hydrophilic,low-MW drugs to meet the formulation requirements for chronopharmacological diseases.
文摘The removal of metallic impurities from off-grade copper concentrate was investigated in alkaline solution with H2O2. The analysis results of XRD and SEM-EDS revealed the oxidative mechanisms of all sulfides. The influence of various parameters of alkaline leaching were investigated including concentrations of sodium hydroxide and hydrogen peroxide, liquid to solid ratio, leaching time and temperature. The results showed that the removal rate of Mo, As and Zn were increased with increasing leaching time and H2O2 concentration, and that the removal rate of Mo, As and Zn were firstly increased and then slightly decreased with increasing liquid to solid ratio, temperature and NaOH concentration, respectively. More than 95% Mo, 94% As, and 94 % Zn are removed from the off-grade concentrate under the optimum conditions, while only 1.7% Cu is dissolved. These optimum conditions were sodium hydroxide 1.5 mol/L, hydrogen peroxide 1.0 mol/L, temperature 50°C, liquid to solid ratio 5/1 mL/g and leaching time 5 h.
基金supported in part by the National Research Foundation of Korea (NRF-2021H1D3A2A01082705).
文摘The dynamic traveling salesman problem(DTSP)is significant in logistics distribution in real-world applications in smart cities,but it is uncertain and difficult to solve.This paper proposes a scheme library-based ant colony optimization(ACO)with a two-optimization(2-opt)strategy to solve the DTSP efficiently.The work is novel and contributes to three aspects:problemmodel,optimization framework,and algorithmdesign.Firstly,in the problem model,traditional DTSP models often consider the change of travel distance between two nodes over time,while this paper focuses on a special DTSP model in that the node locations change dynamically over time.Secondly,in the optimization framework,the ACO algorithm is carried out in an offline optimization and online application framework to efficiently reuse the historical information to help fast respond to the dynamic environment.The framework of offline optimization and online application is proposed due to the fact that the environmental change inDTSPis caused by the change of node location,and therefore the newenvironment is somehowsimilar to certain previous environments.This way,in the offline optimization,the solutions for possible environmental changes are optimized in advance,and are stored in a mode scheme library.In the online application,when an environmental change is detected,the candidate solutions stored in the mode scheme library are reused via ACO to improve search efficiency and reduce computational complexity.Thirdly,in the algorithm design,the ACO cooperates with the 2-opt strategy to enhance search efficiency.To evaluate the performance of ACO with 2-opt,we design two challenging DTSP cases with up to 200 and 1379 nodes and compare them with other ACO and genetic algorithms.The experimental results show that ACO with 2-opt can solve the DTSPs effectively.
基金The authors gratefully acknowledge the support of the National Natural Science Foundation of China(NNSFC)through Grant Nos.11772010 and 11832002the Funding Project for High-Level Teachers’Team Construction in Beijing Municipal Colleges and Universities.
文摘The effects of different parameters on the nonlinear dynamic characteristics of macrofiber composite(MFC)microsheet with graphene(GP)skin under non-uniform thermal field are investigated.Firstly,the physical parameters of the MFC–GP structure are calculated by the mixing rule,and the constitutive equations of the structure are set up by employing the Eringen theory.The nonlinear dynamic equations of the microsheet are obtained by using Hamilton’s principle.Then,the heat conduction equations of the microsheet are considered,adopting Green and Naghdi’s generalized thermoelasticity theory.According to the Galerkin weighted residual method,the thermoelasticity coupling equations of the structure are obtained.Meanwhile,the influence of the positive piezoelectric effect of GP and MFC on the vibration response of the structure is also investigated.The nonlinear dynamic governing equations including displacement,coupled thermoelasticity,and electricity field are discretized by the Galerkin method.The effects of non-local parameter,volume fraction of GP,and thermal and electricity coupling coefficients on structural dynamic behavior are discussed in the numerical simulation.
文摘Objective:To study the effect of Danhong injection on neuroendocrine molecules and ventricular remodeling in patients with ischemic cardiomyopathy heart failure.Methods: 80 cases of patients with ischemic cardiomyopathy heart failure who were treated in our hospital between March 2014 and December 2016 were collected and divided into control group (n=40) and observation group (n=40) according to random number table. The control group received regular treatment, the observation group received regular + Danhong injection treatment, and both therapies lasted for 14 d a course, two sessions. Serum contents of neuroendocrine molecules and ventricular remodeling-related indexes, Doppler ultrasonic ventricular remodeling parameter levels, and so on were compared between two groups of patients before and after treatment.Results: Before treatment, serum contents of neuroendocrine molecules and ventricular remodeling-related indexes as well as Doppler ultrasonic ventricular remodeling parameter levels were not statistically different between two groups of patients. After treatment, serum neuroendocrine molecules NT-proBNP, ANP, AngⅡ, ALD and NE contents of observation group were lower than those of control group, serum ventricular remodeling indexes TGF-β1, NF-κB, CysC and FGF23 contents were lower than those of control group, and ultrasonic ventricular remodeling parameters LVMI, LVRI, RVEDV and RVESV levels were lower than those of control group.Conclusion: Adjuvant Danhong injection therapy helps optimize the neuroendocrine molecule contents and inhibit the ventricular remodeling process in patients with ischemic cardiomyopathy heart failure.
基金supported partly by the National Natural Science Foundation of China,Nos.32161143021 and 81271410the Natural Science Foundation of Henan Province of China,No.182300410313(all to JW)。
文摘Cellular senescence and chronic inflammation in response to aging are considered to be indicators of brain aging;they have a great impact on the aging process and are the main risk factors for neurodegeneration.Reviewing the microglial response to aging and neuroinflammation in neurodegenerative diseases will help understand the importance of microglia in neurodegenerative diseases.This review describes the origin and function of microglia and focuses on the role of different states of the microglial response to aging and chronic inflammation on the occurrence and development of neurodegenerative diseases,including Alzheimer's disease,Huntington's chorea,and Parkinson's disease.This review also describes the potential benefits of treating neurodegenerative diseases by modulating changes in microglial states.Therefore,inducing a shift from the neurotoxic to neuroprotective microglial state in neurodegenerative diseases induced by aging and chronic inflammation holds promise for the treatment of neurodegenerative diseases in the future.
基金funded by the Science Foundation of China Academy of Railway Science,grant number 2020YJ175.
文摘Purpose–The electromechanical brake system is leading the latest development trend in railway braking technology.The tolerance stack-up generated during the assembly and production process catalyzes the slight geometric dimensioning and tolerancing between the motor stator and rotor inside the electromechanical cylinder.The tolerance leads to imprecise brake control,so it is necessary to diagnose the fault of the motor in the fully assembled electromechanical brake system.This paper aims to present improved variational mode decomposition(VMD)algorithm,which endeavors to elucidate and push the boundaries of mechanical synchronicity problems within the realm of the electromechanical brake system.Design/methodology/approach–The VMD algorithm plays a pivotal role in the preliminary phase,employing mode decomposition techniques to decompose the motor speed signals.Afterward,the error energy algorithm precision is utilized to extract abnormal features,leveraging the practical intrinsic mode functions,eliminating extraneous noise and enhancing the signal’s fidelity.This refined signal then becomes the basis for fault analysis.In the analytical step,the cepstrum is employed to calculate the formant and envelope of the reconstructed signal.By scrutinizing the formant and envelope,the fault point within the electromechanical brake system is precisely identified,contributing to a sophisticated and accurate fault diagnosis.Findings–This paper innovatively uses the VMD algorithm for the modal decomposition of electromechanical brake(EMB)motor speed signals and combines it with the error energy algorithm to achieve abnormal feature extraction.The signal is reconstructed according to the effective intrinsic mode functions(IMFS)component of removing noise,and the formant and envelope are calculated by cepstrum to locate the fault point.Experiments show that the empirical mode decomposition(EMD)algorithm can effectively decompose the original speed signal.After feature extraction,signal enhancement and fault identification,the motor mechanical fault point can be accurately located.This fault diagnosis method is an effective fault diagnosis algorithm suitable for EMB systems.Originality/value–By using this improved VMD algorithm,the electromechanical brake system can precisely identify the rotational anomaly of the motor.This method can offer an online diagnosis analysis function during operation and contribute to an automated factory inspection strategy while parts are assembled.Compared with the conventional motor diagnosis method,this improved VMD algorithm can eliminate the need for additional acceleration sensors and save hardware costs.Moreover,the accumulation of online detection functions helps improve the reliability of train electromechanical braking systems.
