This paper introduces the application of data mining technology in data service. Data mining is a new technology, but its application time is long, and the application effect is obvious. Data mining technology can be ...This paper introduces the application of data mining technology in data service. Data mining is a new technology, but its application time is long, and the application effect is obvious. Data mining technology can be used in enterprise customer service system, which can help enterprises to find potential customers, while retaining the most valuable customers. We pointed out the necessity of establishing data mining technology and service intelligence analysis system based on the combination of intelligence analysis and service characteristics and processes, the method of data mining, knowledge management ideas applied to intelligence analysis and service system.展开更多
Two-dimensional materials are a promising solution for next-generation electronic and optoelectronic devices due to their unique properties.Owing to the atomic thickness of 2D materials,the light-matter interaction le...Two-dimensional materials are a promising solution for next-generation electronic and optoelectronic devices due to their unique properties.Owing to the atomic thickness of 2D materials,the light-matter interaction length in 2D materials is much shorter than that in bulk materials,which limits the performance of optoelectronic devices composed of 2D materials.To improve the light-matter interactions,optical micro/nano architectures have been introduced into 2D material optoelectronic devices.In this review,we present a concise introduction and discussion of various strategies for the enhancement of lightmatter interaction in 2D materials,namely,the plasmonic effect,waveguide,optical cavity,and reflection architecture.We have outlined the current advances in high-performance 2D material optoelectronic devices(eg,photodetectors,electrooptic modulators,light-emitting diodes,and molecular sensors)assisted by these enhancement strategies.Finally,we have discussed the future challenges and opportunities of micro/nano photonic structure designs in 2D material devices.展开更多
Objective The MicroTCA.4(MTCA.4)standard systems have been widely used in large-scale scientific facilities such as synchrotron radiation light sources and FELs over the world,covering RF control,beam instrumentation,...Objective The MicroTCA.4(MTCA.4)standard systems have been widely used in large-scale scientific facilities such as synchrotron radiation light sources and FELs over the world,covering RF control,beam instrumentation,timing,machine protection,and so on.The MTCA.4 module management controller(MMC)realizes intelligent management of the boards in the chassis through bus protocol and system interaction.It is an important functional module in MTCA.4 standard system.Methods In order to meet the requirements of the large scientific facilities,an MMC module was designed and developed.This design can realize power management of Advanced Mezzanine Card(AMC)and Rear Transition Module(RTM)boards,as well as monitoring the temperature,voltage,and current during operation.The core part of this module is limited into an area of 3 cm 3 cm on the AMC board,leaving large space for subsequent development of functional circuit.Results An AMC board was developed to verify functions of the MMC.Test results indicate that this board is compatible with existing MTCA.4 standard system.Conclusions This MMC solution can be directly and modularly applied to the design of MTCA.4 standard hardware.展开更多
文摘This paper introduces the application of data mining technology in data service. Data mining is a new technology, but its application time is long, and the application effect is obvious. Data mining technology can be used in enterprise customer service system, which can help enterprises to find potential customers, while retaining the most valuable customers. We pointed out the necessity of establishing data mining technology and service intelligence analysis system based on the combination of intelligence analysis and service characteristics and processes, the method of data mining, knowledge management ideas applied to intelligence analysis and service system.
基金Innovation and Technology Commission,Grant/Award Number:ITS/390/18Research Grants Council,University Grants Committee,Grant/Award Numbers:14203018,14204616,AoE/P-02/12,N_CUHK438/18。
文摘Two-dimensional materials are a promising solution for next-generation electronic and optoelectronic devices due to their unique properties.Owing to the atomic thickness of 2D materials,the light-matter interaction length in 2D materials is much shorter than that in bulk materials,which limits the performance of optoelectronic devices composed of 2D materials.To improve the light-matter interactions,optical micro/nano architectures have been introduced into 2D material optoelectronic devices.In this review,we present a concise introduction and discussion of various strategies for the enhancement of lightmatter interaction in 2D materials,namely,the plasmonic effect,waveguide,optical cavity,and reflection architecture.We have outlined the current advances in high-performance 2D material optoelectronic devices(eg,photodetectors,electrooptic modulators,light-emitting diodes,and molecular sensors)assisted by these enhancement strategies.Finally,we have discussed the future challenges and opportunities of micro/nano photonic structure designs in 2D material devices.
基金funded by the National Natural Science Foundation of China(No.11675174,No.11805219).Author informa。
文摘Objective The MicroTCA.4(MTCA.4)standard systems have been widely used in large-scale scientific facilities such as synchrotron radiation light sources and FELs over the world,covering RF control,beam instrumentation,timing,machine protection,and so on.The MTCA.4 module management controller(MMC)realizes intelligent management of the boards in the chassis through bus protocol and system interaction.It is an important functional module in MTCA.4 standard system.Methods In order to meet the requirements of the large scientific facilities,an MMC module was designed and developed.This design can realize power management of Advanced Mezzanine Card(AMC)and Rear Transition Module(RTM)boards,as well as monitoring the temperature,voltage,and current during operation.The core part of this module is limited into an area of 3 cm 3 cm on the AMC board,leaving large space for subsequent development of functional circuit.Results An AMC board was developed to verify functions of the MMC.Test results indicate that this board is compatible with existing MTCA.4 standard system.Conclusions This MMC solution can be directly and modularly applied to the design of MTCA.4 standard hardware.
