Background:According to the traditional Chinese medicine theory,the common processing methods for Ruxiang(frankincense)include stir-frying processing and vinegar processing.Methods:With network pharmacology and therma...Background:According to the traditional Chinese medicine theory,the common processing methods for Ruxiang(frankincense)include stir-frying processing and vinegar processing.Methods:With network pharmacology and thermal analysis methods,we selected and identified the main and irritating ingredients,established the pyrolysis characteristic parameters for identifying frankincense quality,quantified the starting and optimum temperature limits for processing frankincense,and analyzed the influences of processing adjuvants(vinegar)on combustion pyrolysis characteristics of frankincense.By applying Fourier transformation infrared spectrometry,high performance liquid chromatography,gas chromatography and UV-visible spectrometry,we evaluated the processing technology developed in our study of frankincense and its processed products.Results:Based on network pharmacology,we can find that the classical compounds of essential oil are the main pharmacodynamics components of frankincense possessing the anti-inflammatory,analgesia,anti-tumor,anti-ulcer and ant-inflammatory bowel disease effects.The pyrolysis combustion rate peaks of frankincense at 285.27±7.05℃and 476.99±13.46℃were the characteristic peaks used to identify frankincense quality.The specific temperature of slow-fire processing,including the vinegar processing and stir-frying processing,was 148.72±5.09℃.Heating for 5.67±0.98 min after reaching processing temperature was needed for processing frankincense with vinegar.The kinetics analysis showed that both frankincense and its vinegar mixture exhibited good linear relationships.The feasibility and practicability for our processing technology were verified through the determination of medicinal compounds by Fourier transformation infrared spectrometry,high performance liquid chromatography,gas chromatography and UV.Conclusion:Frankincense essential oils were the main active components of frankincense,which also can be taken as the internal chemical control indexes to judge the quality control and to optimize the processing technology of frankincense.The pyrolysis combustion rate peaks of frankincense at 285.27±7.05℃and 476.99±13.46℃were the characteristic peaks that can be used to identify frankincense quality.The optimum processing conditions of vinegar-processed frankincense with were as follows:with vinegar,20%;heating temperature,148.72±5.09℃;and heating time,5.67±0.98 min.Under these conditions,frankincense essential oil could cause a moderate effect on combustion pyrolysis characteristics to exert its corresponding pharmacological effects.展开更多
Surface plasmon polariton (SPP) nanolaser, which can achieve an all-optical circuit, is a major research topic in the field of micro light source. In this study, we examine a novel SPP graphene nanolaser in an optoe...Surface plasmon polariton (SPP) nanolaser, which can achieve an all-optical circuit, is a major research topic in the field of micro light source. In this study, we examine a novel SPP graphene nanolaser in an optoelectronic integration field. The proposed nanolaser consists of metallic silver, two-dimensional (2D) graphene and high refractive index semiconductor of indium gallium arsenide phosphorus. Compared with other metals, Ag can reduce the threshold and propagation loss. The SPP field, excited by coupling Ag and InGaAsE can be enhanced by the 2D material of graphene. In the proposed nanolaser, the maximum value of propagation loss is approximately 0.055 dB/~tm, and the normalized mode area is con- stantly less than 0.05, and the best threshold can achieve 3380 cm l simultaneously. Meanwhile, the proposed nanolaser can be fabricated by conventional materials and work in optical communication (1550 nm), which can be easily achieved with current nanotechnology. It is also an important method that will be used to overcome the challenges of high speed, miniaturization, and integration in optoelectronic integrated technology.展开更多
The“nine cycles of steaming and shining”,“nine making”,“nine turns”and“nine cycles of calcining and quenching”methods that are recorded and used since ancient times are merely one aspect of the unique processi...The“nine cycles of steaming and shining”,“nine making”,“nine turns”and“nine cycles of calcining and quenching”methods that are recorded and used since ancient times are merely one aspect of the unique processing methods of traditional Chinese medicine.Inducing the Chinese medicine processing method“nine cycles of steaming and shining”from historical review and summarizing the practical wisdom based on the canonical aspects of traditional Chinese medicine and the experiences of ancient Chinese medicine sages to promote the new development of traditional Chinese medicine.After the long-term and multiple“nine”processing,the materials of traditional Chinese medicine exhibit significant beneficial changes in terms of taste,efficacy,and chemical composition contents,thus emphasizing that Chinese medicine processing plays a significant role in their efficacy enhancement and toxicity reduction.Heshouwu(Polygoni Multiflori Radix),Dihuang(Rehmanniae Radix),Huangjing(Rhizoma Polygonati),Dahuang(Radix et Rhizoma Rhei),and Xixiancao(Herba Siegesbeckiae)are representatives of Chinese medicinal materials prepared using the“nine-system”processing method.This review discovers the aim and the molecular mechanism of“nine”processing of the abovementioned herbs from the viewpoints of modern pharmacochemistry and pharmacology to provide a theoretical support for the“nine”processing method of traditional Chinese medicine and to promote the international market of traditional Chinese medicine.展开更多
Delaying the onset of aging is considered an important tool for dealing with the global crisis of the aging population.Accordingly,several antiaging studies have been conducted using strategies of modern medicine and ...Delaying the onset of aging is considered an important tool for dealing with the global crisis of the aging population.Accordingly,several antiaging studies have been conducted using strategies of modern medicine and traditional Chinese medicine(TCM).In this review,we summarize the current state of antiaging research related to both modern medicine and TCM and provide suggestions for further research.Various theories related to the aging process have been proposed,including the free radical theory,mitochondrial DNA damage theory,telomere theory,cross-linking theory,and intestinal flora theory,and a number of antiaging chemical treatments have been developed using modern medicine.These theories and achievements have resulted in major advancements in antiaging research.TCM is based on practical experience and has a long history with unique advantages in antiaging research.Some antiaging practices such as moderate diet consumption,acupuncture,Tai Chi(a traditional Chinese martial art that can relax the nerves to slow down the aging process),and Wuqin Xi(a traditional Chinese exercise to strengthen the body)have been adopted to maintain health.Several TCMs and prescriptions,particularly those related to medicine food homology,have been used in antiaging treatment,and their antiaging properties have been demonstrated to be effective based on pharmacological experiments and clinical applications.展开更多
The texture of ground-based nephogram is abundant and multiplicity.Many cloud textures are not as clear as artificial textures.A nephogram enhancement algorithm based on Adaptive Fractional Differential is established...The texture of ground-based nephogram is abundant and multiplicity.Many cloud textures are not as clear as artificial textures.A nephogram enhancement algorithm based on Adaptive Fractional Differential is established to extract the natural texture of visible ground-based cloud image.Grunwald-Lentikov(G-L)and Grunwald-Lentikov(R-L)fractional differential operators are applied to the enhancement algorithm of ground-based nephogram.An operator mask based on adaptive differential order is designed.The corresponding mask template is used to process each pixel.The results show that this method can extract image texture and edge details and simplify the process of differential order selection.展开更多
The design of new materials with special performances is still a great challenge,especially for the deep-ultraviolet nonlinear optical materials in which it is difficult to balance large bandgaps and strong second har...The design of new materials with special performances is still a great challenge,especially for the deep-ultraviolet nonlinear optical materials in which it is difficult to balance large bandgaps and strong second harmonic generation responses due to their inverse relationship.Cation variation not only influences the whole structure frameworks but also directly participates in the formation of electronic structures,both of which could lead to the uncontrollability of the properties of the designed materials.Here,a novel approach,aiming at purposeful and foreseeable material designs,is proposed to characterize the role of cations.By the verification of several series of borates,the influences of cation variation on property changes are explored systematically.Accordingly,a feasible strategy of designing deep-ultraviolet nonlinear optical materials by substituting barium for lead has been concluded,which could obviously blue-shift the ultraviolet cutoff edge and maintain the relatively strong second harmonic generation response(more than 2 times of KH2PO4),achieving the property optimization,and especially works efficiently in fluorooxoborates.The property optimization design strategy and the cation characterization method are not only helpful in exploring nonlinear optical materials but also enlightening in material design and selection.展开更多
Efficient optical network management poses significant importance in backhaul and access network communicationfor preventing service disruptions and ensuring Quality of Service(QoS)satisfaction.The emerging faultsin o...Efficient optical network management poses significant importance in backhaul and access network communicationfor preventing service disruptions and ensuring Quality of Service(QoS)satisfaction.The emerging faultsin optical networks introduce challenges that can jeopardize the network with a variety of faults.The existingliterature witnessed various partial or inadequate solutions.On the other hand,Machine Learning(ML)hasrevolutionized as a promising technique for fault detection and prevention.Unlike traditional fault managementsystems,this research has three-fold contributions.First,this research leverages the ML and Deep Learning(DL)multi-classification system and evaluates their accuracy in detecting six distinct fault types,including fiber cut,fibereavesdropping,splicing,bad connector,bending,and PC connector.Secondly,this paper assesses the classificationdelay of each classification algorithm.Finally,this work proposes a fiber optics fault prevention algorithm thatdetermines to mitigate the faults accordingly.This work utilized a publicly available fiber optics dataset namedOTDR_Data and applied different ML classifiers,such as Gaussian Naive Bayes(GNB),Logistic Regression(LR),Support Vector Machine(SVM),K-Nearest Neighbor(KNN),Random Forest(RF),and Decision Tree(DT).Moreover,Ensemble Learning(EL)techniques are applied to evaluate the accuracy of various classifiers.In addition,this work evaluated the performance of DL-based Convolutional Neural Network and Long-Short Term Memory(CNN-LSTM)hybrid classifier.The findings reveal that the CNN-LSTM hybrid technique achieved the highestaccuracy of 99%with a delay of 360 s.On the other hand,EL techniques improved the accuracy in detecting fiberoptic faults.Thus,this research comprehensively assesses accuracy and delay metrics for various classifiers andproposes the most efficient attack detection system in fiber optics.展开更多
High efficiency and precision of the pot center detection are the foundations of avionics instrument navigation and optics measurement basis for many applications.It has noticeable impact on overall system performance...High efficiency and precision of the pot center detection are the foundations of avionics instrument navigation and optics measurement basis for many applications.It has noticeable impact on overall system performance.Among them,laser spot detection is very important in the optical measurement technology.In order to improve the low accuracy of the spot center position,the algorithm is improved on the basis of the circle fitting.The pretreatment is used by circle fitting,and the improved adaptive denoising filter for TV repair technology can effectively improves the accuracy of the spot center position.At the same time,the pretreatment and de-noising can effectively reduce the influence of Gaussian white noise,which enhances the anti-jamming capability.展开更多
The impact that the Belt and Road Initiative(BRI)has had on carbon emissions is a hotly debated issue.Using a panel dataset of 178 countries from 2002 to 2017,and applying the quantile difference-in-difference method ...The impact that the Belt and Road Initiative(BRI)has had on carbon emissions is a hotly debated issue.Using a panel dataset of 178 countries from 2002 to 2017,and applying the quantile difference-in-difference method in different industries,this study finds that,first,the BRI overall tends to reduce the carbon emission intensity of BRI countries.Second,the impact of BRI on reducing the carbon emission intensity is significant for BRI countries at higher(0.8 and 0.9)and lower(0.2 and 0.3)carbon emission intensity quantiles but it is insignificant for those at medium levels.Third,the BRI has significant impacts on reducing carbon emission intensity in the energy-intensive industries,and this effect is the highest at the quantile level of 0.9 for all three industries considered here:transportation,electric and heating,and manufacturing and construction.These results indicate that establishing BRI cooperation with China will improve the environment and enhance the sustainable development ability of BRI countries.展开更多
In this paper, the petal-like MoS2/MXene composite has been successfully synthesized by one-step hydrothermal method. With the combination of few-layer MoS2nanosheets and the high conductive MXene substrate, the compo...In this paper, the petal-like MoS2/MXene composite has been successfully synthesized by one-step hydrothermal method. With the combination of few-layer MoS2nanosheets and the high conductive MXene substrate, the composite exhibits enhanced capacities of 165 mAh/g at 50 mA/g and outstanding rate performance of 93 mAh/g at 200 mA/g as a cathode material of Mg batteries. Simultaneously, MXene with high conductivity and abundant surface functional groups is proved to be a promising substrate for the wider design of high performance electrode materials.展开更多
Type 1 diabetes(T1D)results from dysfunction of pancreatic isletsβcells.Recent studies supported that endoplasmic reticulum(ER)stress takes an important role in pancreaticβcell excessive loss,resulting in T1D.Here,w...Type 1 diabetes(T1D)results from dysfunction of pancreatic isletsβcells.Recent studies supported that endoplasmic reticulum(ER)stress takes an important role in pancreaticβcell excessive loss,resulting in T1D.Here,we aimed to review the relationship between ER stress and T1D.Additionally,we also reviewed the potential mechanisms underlying ER stress mediated T1D.Studies have shown that severe ER stress is directly involved in the pancreaticβcells destruction and pathogenesis of T1D.ER stress plays a key part in pancreaticβcells and T1D,which will help in developing new effective therapeutics for T1D.展开更多
Dielectric metasurfaces have achieved great success in realizing high-efficiency wavefront control in the optical and infrared ranges. Here, we experimentally demonstrate several efficient, polarization-independent, a...Dielectric metasurfaces have achieved great success in realizing high-efficiency wavefront control in the optical and infrared ranges. Here, we experimentally demonstrate several efficient, polarization-independent, all-silicon dielectric metasurfaces in the terahertz regime. The metasurfaces are composed of cylindrical silicon pillars on a silicon substrate, which can be easily fabricated using etching technology for semiconductors. By locally tailoring the diameter of the pillars, full control over abrupt phase changes can be achieved. To show the controlling ability of the metasurfaces, an anomalous deflector, three Bessel beam generators, and three vortex beam generators are fabricated and characterized. We also show that the proposed metasurfaces can be easily combined to form composite devices with extended functionalities. The proposed controlling method has promising applications in developing low-loss, ultra-compact spatial terahertz modulation devices.展开更多
Objective:Chinese yam(Shanyao in Chinese,SY)as one of the representatives for Chinese medicines can be used as both of medicine and food with rich nutritional and medicinal value.Most of Chinese herbal medicines need ...Objective:Chinese yam(Shanyao in Chinese,SY)as one of the representatives for Chinese medicines can be used as both of medicine and food with rich nutritional and medicinal value.Most of Chinese herbal medicines need to be processed prior to be used in clinical practice.SY was divided into Maoshanyao(Hairy Shanyao,MSY)and Guangshanyao(Smooth Shanyao,GSY)based on different processing methods at the place of origin,and it also could be processed as stir-fried SY and bran stir-fried SY to meet the different clinical use.Moreover,during the processing of Chinese herbal medicines,more complicated Maillard reaction occurs compared to food processing.Therefore,the objective of this research is to quantify the firepower of SY processing,and combined this with the relevant parameters of Maillard reaction.Methods:The MSY and GSY produced in Shanxi and Henan Provinces were chosen as the research objects.By using thermal analysis technology,we first established the correlation between pyrolysis and processing of SY and its mixtures.We also quantified the firepower of Shaoyao processing,and combined this with the relevant parameters of Maillard reaction(p H value,amino acid,and 5-HMF)and the changes in medicinal ingredients(allantoin).Results:The SY was mainly fried with moderate-fire(190°C-200°C),and the starting temperatures of different SY–ingredient mixtures were(176.3±5.33)°C for(honey)bran,and(205.9±8.05)°C for rice.The upper limits of processing temperature were(289.9±6.47)°C for(honey)bran and(298.9±1.15)°C for rice.The cooking time was(10.80±1.76)min for soil stir-fry,(10.31±1.06)min for bran stir-fry,and(8.43±0.68)min for rice stir-fry.Moreover,the p H values and the content of 5-HMF were increased(P<0.001),while the content of glycine was decreased significantly(P<0.001)after processing.Conclusion:The results verified and quantified the firepower of traditional processing of SY,and also provided scientific reference for other studies related to SY processing.展开更多
基金funded by Natural Science Foundation of Shanxi Province,China(Grant No.2014ZD0302)Science and Technology Innovation Ability Cultivation Plan of Shanxi University of Chinese Medicine(2019PY-154)Research Project of Health Commission of Shanxi Province(2019092)。
文摘Background:According to the traditional Chinese medicine theory,the common processing methods for Ruxiang(frankincense)include stir-frying processing and vinegar processing.Methods:With network pharmacology and thermal analysis methods,we selected and identified the main and irritating ingredients,established the pyrolysis characteristic parameters for identifying frankincense quality,quantified the starting and optimum temperature limits for processing frankincense,and analyzed the influences of processing adjuvants(vinegar)on combustion pyrolysis characteristics of frankincense.By applying Fourier transformation infrared spectrometry,high performance liquid chromatography,gas chromatography and UV-visible spectrometry,we evaluated the processing technology developed in our study of frankincense and its processed products.Results:Based on network pharmacology,we can find that the classical compounds of essential oil are the main pharmacodynamics components of frankincense possessing the anti-inflammatory,analgesia,anti-tumor,anti-ulcer and ant-inflammatory bowel disease effects.The pyrolysis combustion rate peaks of frankincense at 285.27±7.05℃and 476.99±13.46℃were the characteristic peaks used to identify frankincense quality.The specific temperature of slow-fire processing,including the vinegar processing and stir-frying processing,was 148.72±5.09℃.Heating for 5.67±0.98 min after reaching processing temperature was needed for processing frankincense with vinegar.The kinetics analysis showed that both frankincense and its vinegar mixture exhibited good linear relationships.The feasibility and practicability for our processing technology were verified through the determination of medicinal compounds by Fourier transformation infrared spectrometry,high performance liquid chromatography,gas chromatography and UV.Conclusion:Frankincense essential oils were the main active components of frankincense,which also can be taken as the internal chemical control indexes to judge the quality control and to optimize the processing technology of frankincense.The pyrolysis combustion rate peaks of frankincense at 285.27±7.05℃and 476.99±13.46℃were the characteristic peaks that can be used to identify frankincense quality.The optimum processing conditions of vinegar-processed frankincense with were as follows:with vinegar,20%;heating temperature,148.72±5.09℃;and heating time,5.67±0.98 min.Under these conditions,frankincense essential oil could cause a moderate effect on combustion pyrolysis characteristics to exert its corresponding pharmacological effects.
基金Project supported by the Guangxi Natural Science Foundation,China(Grant No.2017GXNSFAA198261)the National Natural Science Foundation of China(Grant No.61762018)+3 种基金the Guangxi Youth Talent Program,China(Grant No.F-KA16016)the Guangxi Normal University Key Program,China(Grant No.2015ZD03)the Innovation Project of Guangxi Graduate Education,China(Grant Nos.XYCSZ2018082,XJGY201807,and XJGY201811)the Guangxi Key Laboratory of Automatic Detecting Technology and Instruments,China(Grant No.YQ16206)
文摘Surface plasmon polariton (SPP) nanolaser, which can achieve an all-optical circuit, is a major research topic in the field of micro light source. In this study, we examine a novel SPP graphene nanolaser in an optoelectronic integration field. The proposed nanolaser consists of metallic silver, two-dimensional (2D) graphene and high refractive index semiconductor of indium gallium arsenide phosphorus. Compared with other metals, Ag can reduce the threshold and propagation loss. The SPP field, excited by coupling Ag and InGaAsE can be enhanced by the 2D material of graphene. In the proposed nanolaser, the maximum value of propagation loss is approximately 0.055 dB/~tm, and the normalized mode area is con- stantly less than 0.05, and the best threshold can achieve 3380 cm l simultaneously. Meanwhile, the proposed nanolaser can be fabricated by conventional materials and work in optical communication (1550 nm), which can be easily achieved with current nanotechnology. It is also an important method that will be used to overcome the challenges of high speed, miniaturization, and integration in optoelectronic integrated technology.
基金This study was supported by a grant from The Key Technology Research for Traditional Chinese Medicine Modernization of Shanxi Province(Zhendong Special Project,2014ZD0302)The Key Research&Development Plan of Shanxi Province(Social Development Project,201603D3112002)Cultivate Scientific Research Excellence Programs of Higher Education Institutions in Shanxi(20190127).
文摘The“nine cycles of steaming and shining”,“nine making”,“nine turns”and“nine cycles of calcining and quenching”methods that are recorded and used since ancient times are merely one aspect of the unique processing methods of traditional Chinese medicine.Inducing the Chinese medicine processing method“nine cycles of steaming and shining”from historical review and summarizing the practical wisdom based on the canonical aspects of traditional Chinese medicine and the experiences of ancient Chinese medicine sages to promote the new development of traditional Chinese medicine.After the long-term and multiple“nine”processing,the materials of traditional Chinese medicine exhibit significant beneficial changes in terms of taste,efficacy,and chemical composition contents,thus emphasizing that Chinese medicine processing plays a significant role in their efficacy enhancement and toxicity reduction.Heshouwu(Polygoni Multiflori Radix),Dihuang(Rehmanniae Radix),Huangjing(Rhizoma Polygonati),Dahuang(Radix et Rhizoma Rhei),and Xixiancao(Herba Siegesbeckiae)are representatives of Chinese medicinal materials prepared using the“nine-system”processing method.This review discovers the aim and the molecular mechanism of“nine”processing of the abovementioned herbs from the viewpoints of modern pharmacochemistry and pharmacology to provide a theoretical support for the“nine”processing method of traditional Chinese medicine and to promote the international market of traditional Chinese medicine.
基金the Innovation Team of Shanxi University of Chinese Medicine(2018TD-014).
文摘Delaying the onset of aging is considered an important tool for dealing with the global crisis of the aging population.Accordingly,several antiaging studies have been conducted using strategies of modern medicine and traditional Chinese medicine(TCM).In this review,we summarize the current state of antiaging research related to both modern medicine and TCM and provide suggestions for further research.Various theories related to the aging process have been proposed,including the free radical theory,mitochondrial DNA damage theory,telomere theory,cross-linking theory,and intestinal flora theory,and a number of antiaging chemical treatments have been developed using modern medicine.These theories and achievements have resulted in major advancements in antiaging research.TCM is based on practical experience and has a long history with unique advantages in antiaging research.Some antiaging practices such as moderate diet consumption,acupuncture,Tai Chi(a traditional Chinese martial art that can relax the nerves to slow down the aging process),and Wuqin Xi(a traditional Chinese exercise to strengthen the body)have been adopted to maintain health.Several TCMs and prescriptions,particularly those related to medicine food homology,have been used in antiaging treatment,and their antiaging properties have been demonstrated to be effective based on pharmacological experiments and clinical applications.
基金This work is supported by the National Natural Science Foundation of China(Grant No.41775165)Guangxi Key Laboratory of Automatic Detecting Technology and Instruments(YQ21207)the Qinglan Project of Jiangsu Province.
文摘The texture of ground-based nephogram is abundant and multiplicity.Many cloud textures are not as clear as artificial textures.A nephogram enhancement algorithm based on Adaptive Fractional Differential is established to extract the natural texture of visible ground-based cloud image.Grunwald-Lentikov(G-L)and Grunwald-Lentikov(R-L)fractional differential operators are applied to the enhancement algorithm of ground-based nephogram.An operator mask based on adaptive differential order is designed.The corresponding mask template is used to process each pixel.The results show that this method can extract image texture and edge details and simplify the process of differential order selection.
基金Key Research Program of Frontier Sciences,CAS(ZDBS-LY-SLH035)the National Natural Science Foundation of China(22193044)+4 种基金National Key R&D Program of China(2021YFB3601502)Natural Science Foundation of Xinjiang(2021D01E05)Xinjiang Major Science and Technology Project(2021A01001)the International Partnership Program of CAS(1A1365KYSB20200008)CAS Project for Young Scientists in Basic Research(YSBR-024)。
文摘The design of new materials with special performances is still a great challenge,especially for the deep-ultraviolet nonlinear optical materials in which it is difficult to balance large bandgaps and strong second harmonic generation responses due to their inverse relationship.Cation variation not only influences the whole structure frameworks but also directly participates in the formation of electronic structures,both of which could lead to the uncontrollability of the properties of the designed materials.Here,a novel approach,aiming at purposeful and foreseeable material designs,is proposed to characterize the role of cations.By the verification of several series of borates,the influences of cation variation on property changes are explored systematically.Accordingly,a feasible strategy of designing deep-ultraviolet nonlinear optical materials by substituting barium for lead has been concluded,which could obviously blue-shift the ultraviolet cutoff edge and maintain the relatively strong second harmonic generation response(more than 2 times of KH2PO4),achieving the property optimization,and especially works efficiently in fluorooxoborates.The property optimization design strategy and the cation characterization method are not only helpful in exploring nonlinear optical materials but also enlightening in material design and selection.
基金in part by the National Natural Science Foundation of China under Grants 62271079,61875239,62127802in part by the Fundamental Research Funds for the Central Universities under Grant 2023PY01+1 种基金in part by the National Key Research and Development Program of China under Grant 2018YFB2200903in part by the Beijing Nova Program with Grant Number Z211100002121138.
文摘Efficient optical network management poses significant importance in backhaul and access network communicationfor preventing service disruptions and ensuring Quality of Service(QoS)satisfaction.The emerging faultsin optical networks introduce challenges that can jeopardize the network with a variety of faults.The existingliterature witnessed various partial or inadequate solutions.On the other hand,Machine Learning(ML)hasrevolutionized as a promising technique for fault detection and prevention.Unlike traditional fault managementsystems,this research has three-fold contributions.First,this research leverages the ML and Deep Learning(DL)multi-classification system and evaluates their accuracy in detecting six distinct fault types,including fiber cut,fibereavesdropping,splicing,bad connector,bending,and PC connector.Secondly,this paper assesses the classificationdelay of each classification algorithm.Finally,this work proposes a fiber optics fault prevention algorithm thatdetermines to mitigate the faults accordingly.This work utilized a publicly available fiber optics dataset namedOTDR_Data and applied different ML classifiers,such as Gaussian Naive Bayes(GNB),Logistic Regression(LR),Support Vector Machine(SVM),K-Nearest Neighbor(KNN),Random Forest(RF),and Decision Tree(DT).Moreover,Ensemble Learning(EL)techniques are applied to evaluate the accuracy of various classifiers.In addition,this work evaluated the performance of DL-based Convolutional Neural Network and Long-Short Term Memory(CNN-LSTM)hybrid classifier.The findings reveal that the CNN-LSTM hybrid technique achieved the highestaccuracy of 99%with a delay of 360 s.On the other hand,EL techniques improved the accuracy in detecting fiberoptic faults.Thus,this research comprehensively assesses accuracy and delay metrics for various classifiers andproposes the most efficient attack detection system in fiber optics.
基金Guangxi Natural Science Foundation(Grant No. 2017GXNSFAA 198261)Guangxi Normal University Key Program(Grant No.2015ZD03)+1 种基金Innovation Project of Guangxi Graduate Education(Grant Nos.XJGY201807and XJGY201811)Guangxi Scholarship Fund of Guangxi Education Department(Grant No.2017).
文摘High efficiency and precision of the pot center detection are the foundations of avionics instrument navigation and optics measurement basis for many applications.It has noticeable impact on overall system performance.Among them,laser spot detection is very important in the optical measurement technology.In order to improve the low accuracy of the spot center position,the algorithm is improved on the basis of the circle fitting.The pretreatment is used by circle fitting,and the improved adaptive denoising filter for TV repair technology can effectively improves the accuracy of the spot center position.At the same time,the pretreatment and de-noising can effectively reduce the influence of Gaussian white noise,which enhances the anti-jamming capability.
基金the National Social Science Foundation of China(No.20CGJ019).
文摘The impact that the Belt and Road Initiative(BRI)has had on carbon emissions is a hotly debated issue.Using a panel dataset of 178 countries from 2002 to 2017,and applying the quantile difference-in-difference method in different industries,this study finds that,first,the BRI overall tends to reduce the carbon emission intensity of BRI countries.Second,the impact of BRI on reducing the carbon emission intensity is significant for BRI countries at higher(0.8 and 0.9)and lower(0.2 and 0.3)carbon emission intensity quantiles but it is insignificant for those at medium levels.Third,the BRI has significant impacts on reducing carbon emission intensity in the energy-intensive industries,and this effect is the highest at the quantile level of 0.9 for all three industries considered here:transportation,electric and heating,and manufacturing and construction.These results indicate that establishing BRI cooperation with China will improve the environment and enhance the sustainable development ability of BRI countries.
文摘In this paper, the petal-like MoS2/MXene composite has been successfully synthesized by one-step hydrothermal method. With the combination of few-layer MoS2nanosheets and the high conductive MXene substrate, the composite exhibits enhanced capacities of 165 mAh/g at 50 mA/g and outstanding rate performance of 93 mAh/g at 200 mA/g as a cathode material of Mg batteries. Simultaneously, MXene with high conductivity and abundant surface functional groups is proved to be a promising substrate for the wider design of high performance electrode materials.
基金This work was supported by grants from the National Natural Science Foundation of China(No.41877390)the Nature Science Fund of Hunan Province(Nos.2016JJ2113,2018JJ3458,2019JJ40241)+2 种基金the Science Fund of Hunan Provincial Education Department(No.16A186)the Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study(No.0223-0002-0002000-54)the Graduate Education and Innovation Fund of University of South China(No.2017JG022).
文摘Type 1 diabetes(T1D)results from dysfunction of pancreatic isletsβcells.Recent studies supported that endoplasmic reticulum(ER)stress takes an important role in pancreaticβcell excessive loss,resulting in T1D.Here,we aimed to review the relationship between ER stress and T1D.Additionally,we also reviewed the potential mechanisms underlying ER stress mediated T1D.Studies have shown that severe ER stress is directly involved in the pancreaticβcells destruction and pathogenesis of T1D.ER stress plays a key part in pancreaticβcells and T1D,which will help in developing new effective therapeutics for T1D.
基金National Basic Research Program of China(2014CB339800)National Natural Science Foundation of China(NSFC)(61420106006,61422509,61605143,61622505,61675145,61735012)+2 种基金Program for Changjiang Scholars and Innovative Research Team in University(IRT13033)Major National Development Project of Scientific Instruments and Equipment(2011YQ150021)Guangxi Key Laboratory of Automatic Detecting Technology and Instruments(YQ17203)
文摘Dielectric metasurfaces have achieved great success in realizing high-efficiency wavefront control in the optical and infrared ranges. Here, we experimentally demonstrate several efficient, polarization-independent, all-silicon dielectric metasurfaces in the terahertz regime. The metasurfaces are composed of cylindrical silicon pillars on a silicon substrate, which can be easily fabricated using etching technology for semiconductors. By locally tailoring the diameter of the pillars, full control over abrupt phase changes can be achieved. To show the controlling ability of the metasurfaces, an anomalous deflector, three Bessel beam generators, and three vortex beam generators are fabricated and characterized. We also show that the proposed metasurfaces can be easily combined to form composite devices with extended functionalities. The proposed controlling method has promising applications in developing low-loss, ultra-compact spatial terahertz modulation devices.
基金supported by a grant from The Key Technology Research for TCM Modernization of Shanxi Province(Zhendong Special Project,2014ZD0302)The Key Research&Development plan of Shanxi Province(Social Development Project,201603D3112002).
文摘Objective:Chinese yam(Shanyao in Chinese,SY)as one of the representatives for Chinese medicines can be used as both of medicine and food with rich nutritional and medicinal value.Most of Chinese herbal medicines need to be processed prior to be used in clinical practice.SY was divided into Maoshanyao(Hairy Shanyao,MSY)and Guangshanyao(Smooth Shanyao,GSY)based on different processing methods at the place of origin,and it also could be processed as stir-fried SY and bran stir-fried SY to meet the different clinical use.Moreover,during the processing of Chinese herbal medicines,more complicated Maillard reaction occurs compared to food processing.Therefore,the objective of this research is to quantify the firepower of SY processing,and combined this with the relevant parameters of Maillard reaction.Methods:The MSY and GSY produced in Shanxi and Henan Provinces were chosen as the research objects.By using thermal analysis technology,we first established the correlation between pyrolysis and processing of SY and its mixtures.We also quantified the firepower of Shaoyao processing,and combined this with the relevant parameters of Maillard reaction(p H value,amino acid,and 5-HMF)and the changes in medicinal ingredients(allantoin).Results:The SY was mainly fried with moderate-fire(190°C-200°C),and the starting temperatures of different SY–ingredient mixtures were(176.3±5.33)°C for(honey)bran,and(205.9±8.05)°C for rice.The upper limits of processing temperature were(289.9±6.47)°C for(honey)bran and(298.9±1.15)°C for rice.The cooking time was(10.80±1.76)min for soil stir-fry,(10.31±1.06)min for bran stir-fry,and(8.43±0.68)min for rice stir-fry.Moreover,the p H values and the content of 5-HMF were increased(P<0.001),while the content of glycine was decreased significantly(P<0.001)after processing.Conclusion:The results verified and quantified the firepower of traditional processing of SY,and also provided scientific reference for other studies related to SY processing.
基金supported by the National Key Research and Development Program of China (2019YFA0705400)the National Natural Science Foundation of China (12150002, 12172176, 12002158,52002175, and 11802121)+4 种基金the Natural Science Foundation of Jiangsu Province (BK20212008 and BK20211191)the Research Fund of State Key Laboratory of Mechanics and Control of Mechanical Structures (MCMS-I-0421G01 and MCMS-I-0421K01)China Postdoctoral Science Foundation(2018T110494, 2020TQ0146, and 2021M701703)the Fundamental Research Funds for the Central Universities (NE2020001, NJ2020003, NZ2020001, and NS2021042)a Project Funded by the Priority Academic Program Development of Jiangsu Higher Education Institutions。