In many problems,to analyze the process/metabolism behavior,a mod-el of the system is identified.The main gap is the weakness of current methods vs.noisy environments.The primary objective of this study is to present a...In many problems,to analyze the process/metabolism behavior,a mod-el of the system is identified.The main gap is the weakness of current methods vs.noisy environments.The primary objective of this study is to present a more robust method against uncertainties.This paper proposes a new deep learning scheme for modeling and identification applications.The suggested approach is based on non-singleton type-3 fuzzy logic systems(NT3-FLSs)that can support measurement errors and high-level uncertainties.Besides the rule optimization,the antecedent parameters and the level of secondary memberships are also adjusted by the suggested square root cubature Kalmanfilter(SCKF).In the learn-ing algorithm,the presented NT3-FLSs are deeply learned,and their nonlinear structure is preserved.The designed scheme is applied for modeling carbon cap-ture and sequestration problem using real-world data sets.Through various ana-lyses and comparisons,the better efficiency of the proposed fuzzy modeling scheme is verified.The main advantages of the suggested approach include better resistance against uncertainties,deep learning,and good convergence.展开更多
In this paper,we offer a review of type-3 fuzzy logic systems and their applications in control.The main objective of this work is to observe and analyze in detail the applications in the control area using type-3 fuz...In this paper,we offer a review of type-3 fuzzy logic systems and their applications in control.The main objective of this work is to observe and analyze in detail the applications in the control area using type-3 fuzzy logic systems.In this case,we review their most important applications in control and other related topics with type-3 fuzzy systems.Intelligent algorithms have been receiving increasing attention in control and for this reason a review in this area is important.This paper reviews the main applications that make use of Intelligent Computing methods.Specifically,type-3 fuzzy logic systems.The aim of this research is to be able to appreciate,in detail,the applications in control systems and to point out the scientific trends in the use of Intelligent Computing techniques.This is done with the construction and visualization of bibliometric networks,developed with VosViewer Software,which it is a free Java-based program,mainly intended to be used for analyzing and visualizing bibliometric networks.With this tool,we can create maps of publications,authors,or journals based on a co-citation network or construct maps of keywords,countries based on a co-occurrence networks,research groups,etc.展开更多
Disconnections due to voltage drops in the grid cannot be permitted if wind turbines(WTs)contribute significantly to electricity pro-duction,as this increases the risk of production loss and destabilizes the grid.To m...Disconnections due to voltage drops in the grid cannot be permitted if wind turbines(WTs)contribute significantly to electricity pro-duction,as this increases the risk of production loss and destabilizes the grid.To mitigate the negative effects of these occurrences,WTs must be able to ride through the low-voltage conditions and inject reactive current to provide dynamic voltage support.This paper investigates the low-voltage ride-through(LVRT)capability enhancement of a Type-3 WT utilizing a dynamic voltage restorer(DVR).During the grid voltage drop,the DVR quickly injects a compensating voltage to keep the stator voltage constant.This paper proposes an active disturbance rejection control(ADRC)scheme to control the rotor-side,grid-side and DVR-side converters in a wind–DVR integrated network.The performance of the Type-3 WT with DVR topology is evaluated under various test conditions using MATLAB®/Simulink®.These simulation results are also compared with the experimental results for the LVRT capability performed on a WT emulator equipped with a crowbar and direct current(DC)chopper.The simulation results demonstrate a favourable transient and steady-state response of the Type-3 wind turbine quantities defined by the LVRT codes,as well as improved reactive power support under balanced fault conditions.Under the most severe voltage drop of 95%,the stator currents,rotor currents and DC bus voltage are 1.25 pu,1.40 pu and 1.09 UDC,respectively,conforming to the values of the LVRT codes.DVR controlled by the ADRC technique significantly increases the LVRT capabilities of a Type-3 doubly-fed induction generator-based WT under symmetrical voltage dip events.Although setting up ADRC controllers might be challenging,the proposed method has been shown to be extremely effective in reducing all kinds of internal and external disturbances.展开更多
【目的】分析新疆圆环病毒2型(Porcine circovirus type 2,PCV2)和3型(Porcine circovirus type 3,PCV3)的流行状况。【方法】在2022年10月~2023年9月,采用荧光定量PCR对采集的7个规模化养猪场的1403份样品进行检测和测序。【结果】PCV...【目的】分析新疆圆环病毒2型(Porcine circovirus type 2,PCV2)和3型(Porcine circovirus type 3,PCV3)的流行状况。【方法】在2022年10月~2023年9月,采用荧光定量PCR对采集的7个规模化养猪场的1403份样品进行检测和测序。【结果】PCV2总体阳性率为3.20%(45/1403),PCV3总体阳性率为33.00%(463/1403),PCV2和PCV3混合感染率为7.84%(11/1403)。C场PCV2和PCV3阳性检出率最高,PCV2为7.46%(10/134),PCV3为64.18%(36/134),PCV2和PCV3混合感染率为3.73%(5/134)。乳猪睾丸液检出PCV2和PCV3阳性率最高,PCV2阳性率为4.78%(25/523);PCV3检出率为57.36%(300/523)。PCV2和PCV3在一年四季中检出率均较高,且PCV3毒株为PCV3b和PCV3c型。【结论】新疆部分规模化养猪场中存在PCV3感染,PCV3流行率远高于PCV2,PCV3流行毒株为PCV3b和PCV3c型。展开更多
旨在了解近年来我国猪圆环病毒3型(porcine circovirus type 3,PCV3)的分子流行病学特征和遗传变异情况。本研究选取GenBank数据库中168个国内(收录于2017—2023年)和9个国外PCV3基因组序列,利用生物信息学软件对其进行系统发育树构建...旨在了解近年来我国猪圆环病毒3型(porcine circovirus type 3,PCV3)的分子流行病学特征和遗传变异情况。本研究选取GenBank数据库中168个国内(收录于2017—2023年)和9个国外PCV3基因组序列,利用生物信息学软件对其进行系统发育树构建、核苷酸同源性比对、氨基酸序列比对、抗原表位预测以及基因重组等分析,以期阐明PCV3在我国的传播及遗传进化规律。结果显示,我国PCV3的基因型可被划分为两个亚型,即PCV3a和PCV3b,且PCV3a和PCV3b均可进一步划分为不同的基因簇:PCV3a-1~PCV3a-3和PCV3b-1~PCV3b-5,其中PCV3a-1和PCV3b-2数量最多,占比最高;177个PCV3的全基因组序列相似性在98.3%~100%之间,其ORF2基因编码的氨基酸序列存在3个主要的点突变区,无碱基缺失和插入等情况。此外,基因重组分析表明,这些PCV3全基因组序列之间仅存在1个可能的重组事件,说明目前我国PCV3流行的基因型处于一个相对稳定的阶段。综上,本研究通过严格标准界定寻找到一种未来很可能被广泛认可的基因分型方法,且基于这种基因分型方法再对2017—2023年我国PCV3的遗传变异情况进行分析时所得到的结果较为可靠,这一结果不仅为未来PCV3的遗传变异分析研究提供了统一框架,更为进一步揭示PCV3的分子流行病学特征、遗传多样性和疫苗设计及防控策略的制定提供了基础资料。展开更多
基金supported by the project of the National Social Science Fundation(21BJL052,20BJY020,20BJL127,19BJY090)the 2018 Fujian Social Science Planning Project(FJ2018B067)The Planning Fund Project of Humanities and Social Sciences Research of the Ministry of Education in 2019(19YJA790102),The grant has been received by Aoqi Xu.
文摘In many problems,to analyze the process/metabolism behavior,a mod-el of the system is identified.The main gap is the weakness of current methods vs.noisy environments.The primary objective of this study is to present a more robust method against uncertainties.This paper proposes a new deep learning scheme for modeling and identification applications.The suggested approach is based on non-singleton type-3 fuzzy logic systems(NT3-FLSs)that can support measurement errors and high-level uncertainties.Besides the rule optimization,the antecedent parameters and the level of secondary memberships are also adjusted by the suggested square root cubature Kalmanfilter(SCKF).In the learn-ing algorithm,the presented NT3-FLSs are deeply learned,and their nonlinear structure is preserved.The designed scheme is applied for modeling carbon cap-ture and sequestration problem using real-world data sets.Through various ana-lyses and comparisons,the better efficiency of the proposed fuzzy modeling scheme is verified.The main advantages of the suggested approach include better resistance against uncertainties,deep learning,and good convergence.
基金CONAHCYTTecnológico Nacional de Mexico/Tijuana Institute of Technology for the support during this research
文摘In this paper,we offer a review of type-3 fuzzy logic systems and their applications in control.The main objective of this work is to observe and analyze in detail the applications in the control area using type-3 fuzzy logic systems.In this case,we review their most important applications in control and other related topics with type-3 fuzzy systems.Intelligent algorithms have been receiving increasing attention in control and for this reason a review in this area is important.This paper reviews the main applications that make use of Intelligent Computing methods.Specifically,type-3 fuzzy logic systems.The aim of this research is to be able to appreciate,in detail,the applications in control systems and to point out the scientific trends in the use of Intelligent Computing techniques.This is done with the construction and visualization of bibliometric networks,developed with VosViewer Software,which it is a free Java-based program,mainly intended to be used for analyzing and visualizing bibliometric networks.With this tool,we can create maps of publications,authors,or journals based on a co-citation network or construct maps of keywords,countries based on a co-occurrence networks,research groups,etc.
基金国家自然科学基金联合基金项目(U21A20485)浙江省高等教育“十四五”本科教育教学改革项目(jg20220019)+3 种基金浙江省产学合作协同育人项目(202018)浙江大学2023年度本科教学创新实践项目重点项目(202309)浙江省基础公益研究计划项目(LGG22F030008)浙江大学第一批AI For Education系列实证教学研究项目(202402)。
文摘Disconnections due to voltage drops in the grid cannot be permitted if wind turbines(WTs)contribute significantly to electricity pro-duction,as this increases the risk of production loss and destabilizes the grid.To mitigate the negative effects of these occurrences,WTs must be able to ride through the low-voltage conditions and inject reactive current to provide dynamic voltage support.This paper investigates the low-voltage ride-through(LVRT)capability enhancement of a Type-3 WT utilizing a dynamic voltage restorer(DVR).During the grid voltage drop,the DVR quickly injects a compensating voltage to keep the stator voltage constant.This paper proposes an active disturbance rejection control(ADRC)scheme to control the rotor-side,grid-side and DVR-side converters in a wind–DVR integrated network.The performance of the Type-3 WT with DVR topology is evaluated under various test conditions using MATLAB®/Simulink®.These simulation results are also compared with the experimental results for the LVRT capability performed on a WT emulator equipped with a crowbar and direct current(DC)chopper.The simulation results demonstrate a favourable transient and steady-state response of the Type-3 wind turbine quantities defined by the LVRT codes,as well as improved reactive power support under balanced fault conditions.Under the most severe voltage drop of 95%,the stator currents,rotor currents and DC bus voltage are 1.25 pu,1.40 pu and 1.09 UDC,respectively,conforming to the values of the LVRT codes.DVR controlled by the ADRC technique significantly increases the LVRT capabilities of a Type-3 doubly-fed induction generator-based WT under symmetrical voltage dip events.Although setting up ADRC controllers might be challenging,the proposed method has been shown to be extremely effective in reducing all kinds of internal and external disturbances.
文摘【目的】分析新疆圆环病毒2型(Porcine circovirus type 2,PCV2)和3型(Porcine circovirus type 3,PCV3)的流行状况。【方法】在2022年10月~2023年9月,采用荧光定量PCR对采集的7个规模化养猪场的1403份样品进行检测和测序。【结果】PCV2总体阳性率为3.20%(45/1403),PCV3总体阳性率为33.00%(463/1403),PCV2和PCV3混合感染率为7.84%(11/1403)。C场PCV2和PCV3阳性检出率最高,PCV2为7.46%(10/134),PCV3为64.18%(36/134),PCV2和PCV3混合感染率为3.73%(5/134)。乳猪睾丸液检出PCV2和PCV3阳性率最高,PCV2阳性率为4.78%(25/523);PCV3检出率为57.36%(300/523)。PCV2和PCV3在一年四季中检出率均较高,且PCV3毒株为PCV3b和PCV3c型。【结论】新疆部分规模化养猪场中存在PCV3感染,PCV3流行率远高于PCV2,PCV3流行毒株为PCV3b和PCV3c型。
文摘旨在了解近年来我国猪圆环病毒3型(porcine circovirus type 3,PCV3)的分子流行病学特征和遗传变异情况。本研究选取GenBank数据库中168个国内(收录于2017—2023年)和9个国外PCV3基因组序列,利用生物信息学软件对其进行系统发育树构建、核苷酸同源性比对、氨基酸序列比对、抗原表位预测以及基因重组等分析,以期阐明PCV3在我国的传播及遗传进化规律。结果显示,我国PCV3的基因型可被划分为两个亚型,即PCV3a和PCV3b,且PCV3a和PCV3b均可进一步划分为不同的基因簇:PCV3a-1~PCV3a-3和PCV3b-1~PCV3b-5,其中PCV3a-1和PCV3b-2数量最多,占比最高;177个PCV3的全基因组序列相似性在98.3%~100%之间,其ORF2基因编码的氨基酸序列存在3个主要的点突变区,无碱基缺失和插入等情况。此外,基因重组分析表明,这些PCV3全基因组序列之间仅存在1个可能的重组事件,说明目前我国PCV3流行的基因型处于一个相对稳定的阶段。综上,本研究通过严格标准界定寻找到一种未来很可能被广泛认可的基因分型方法,且基于这种基因分型方法再对2017—2023年我国PCV3的遗传变异情况进行分析时所得到的结果较为可靠,这一结果不仅为未来PCV3的遗传变异分析研究提供了统一框架,更为进一步揭示PCV3的分子流行病学特征、遗传多样性和疫苗设计及防控策略的制定提供了基础资料。
