Neuromorphic devices,inspired by the intricate architecture of the human brain,have garnered recognition for their prodigious computational speed and sophisticated parallel computing capabilities.Vision,the primary mo...Neuromorphic devices,inspired by the intricate architecture of the human brain,have garnered recognition for their prodigious computational speed and sophisticated parallel computing capabilities.Vision,the primary mode of external information acquisition in living organisms,has garnered substantial scholarly interest.Notwithstanding numerous studies simulating the retina through optical synapses,their applications remain circumscribed to single-mode perception.Moreover,the pivotal role of temperature,a fundamental regulator of biological activities,has regrettably been relegated to the periphery.To address these limitations,we proffer a neuromorphic device endowed with multimodal perception,grounded in the principles of light-modulated semiconductors.This device seamlessly accomplishes dynamic hybrid visual and thermal multimodal perception,featuring temperature-dependent paired pulse facilitation properties and adaptive storage.Crucially,our meticulous examination of transfer curves,capacitance–voltage(C–V)tests,and noise measurements provides insights into interface and bulk defects,elucidating the physical mechanisms underlying adaptive storage and other functionalities.Additionally,the device demonstrates a variety of synaptic functionalities,including filtering properties,Ebbinghaus curves,and memory applications in image recognition.Surprisingly,the digital recognition rate achieves a remarkable value of 98.8%.展开更多
Oil and gas production systems have the characteristics of high operation and maintenance risk and great accident influence.With the deep integration of informationization and industrialization,the development directio...Oil and gas production systems have the characteristics of high operation and maintenance risk and great accident influence.With the deep integration of informationization and industrialization,the development direction and necessary choice of the oil and gas industry is to develop the oil and gas production system into the interconnected,multi-domain interactive cyber-physical intelligent system.In order to avoid or reduce the complex,diverse and potentially unknown safety risks in the process of oil and gas production,improve the safety and reliability of oil and gas production system and increase the production efficiency,this paper analyzes the safety problems occurring in the intelligentization process of oil and gas production system and constructs a system from the perspective of operation and maintenance based on key elements of intelligent safe operation and maintenance technology,combined with the typical production scenarios in the oil and gas production industry.And the following research results are obtained.First,the connotation of intelligent safe operation and maintenance technology is clarified,the key elements and existing problems and challenges of intelligent safe operation and maintenance technology are analyzed,and the“1-2-3-4-5-6”intelligent safe operation and maintenance technology system of oil and gas production system is constructed,which empowers six key technologies with key elements of oil and gas production to realize the essential safety of oil and gas production system.Second,the intelligent safe operation and maintenance technology actively promotes the application and implementation of condition monitoring,health management,risk assessment,intelligent early warning technologies in typical production scenarios such as drilling and extraction,storage and transportation,refining and chemical industry in up,middle and down streams of oil and gas production.Third,in view of the characteristics of oil and gas production system under digital transformation,it is proposed to develop the intelligent safe operation and maintenance technology with the functions of intelligent decision-making,active prevention and comprehensive safety in the future to help the safe construction in thefield of oil and gas production and promote the safe and healthy development of the oil and gas industry.In conclusion,the research on intelligent safe operation and maintenance technology system of oil and gas production system is conducive to the safe construction in thefield of oil and gas production,which will not only provide technical support for the realization of trouble-free oil and gas production system,but also provide reference for the intelligent development of the world oil and gas industry.展开更多
As an essential part of the urban landscape,linear urban landscape(LUL)is the interaction between humans and nature,which is closely associated with daily life and brings multiple characteristics to visual perception....As an essential part of the urban landscape,linear urban landscape(LUL)is the interaction between humans and nature,which is closely associated with daily life and brings multiple characteristics to visual perception.Current studies focus on complex models that describe visual perception using static viewpoints,but lossing the continuous and dynamic features of visual perception.This paper provides a general framework that can quantify dynamic visual perception based on urban morphology and improves accuracy in the descriptions of LUL linear spatial characteristics.Based on Beijing-Hangzhou Grand Canal(Hangzhou urban section),the proposed framework combines the indicators of multiple dimensions to quantify dynamic visual perception and emphasizes the continuity of LUL.To represent the dynamic visual perception and the spatial pattern characteristics of LUL,different evaluation criteria of indicators are set according to landscape scales.To minimize subjectivity and uncertainty caused by subjective cognition and fulfill the landscape pattern under different urban development policies,we set up distinct scenario preference patterns.With appropriate fine-tuning of scenario preference patterns and setting of movement types,the proposed method can be adapted to other LUL projects and aspires to provide a general methodology and scientific guidance for urban planning and landscape management.展开更多
基金the financial support given by National Natural Science Foundation of China(52227808,62202285)the National Science Foundation for Distinguished Young Scholars of China(51725505)+1 种基金the Development Fund for Shanghai Talents(No.2021003)Shanghai Collaborative Innovation Center of Intelligent Perception Chip Technology。
文摘Neuromorphic devices,inspired by the intricate architecture of the human brain,have garnered recognition for their prodigious computational speed and sophisticated parallel computing capabilities.Vision,the primary mode of external information acquisition in living organisms,has garnered substantial scholarly interest.Notwithstanding numerous studies simulating the retina through optical synapses,their applications remain circumscribed to single-mode perception.Moreover,the pivotal role of temperature,a fundamental regulator of biological activities,has regrettably been relegated to the periphery.To address these limitations,we proffer a neuromorphic device endowed with multimodal perception,grounded in the principles of light-modulated semiconductors.This device seamlessly accomplishes dynamic hybrid visual and thermal multimodal perception,featuring temperature-dependent paired pulse facilitation properties and adaptive storage.Crucially,our meticulous examination of transfer curves,capacitance–voltage(C–V)tests,and noise measurements provides insights into interface and bulk defects,elucidating the physical mechanisms underlying adaptive storage and other functionalities.Additionally,the device demonstrates a variety of synaptic functionalities,including filtering properties,Ebbinghaus curves,and memory applications in image recognition.Surprisingly,the digital recognition rate achieves a remarkable value of 98.8%.
基金supported by the Key Program of National Natural Science Foundation of China“Research on risk formation mechanism and control method of oil&gas storage and transportation system from the perspective of cyber-physics”(No:52234007).
文摘Oil and gas production systems have the characteristics of high operation and maintenance risk and great accident influence.With the deep integration of informationization and industrialization,the development direction and necessary choice of the oil and gas industry is to develop the oil and gas production system into the interconnected,multi-domain interactive cyber-physical intelligent system.In order to avoid or reduce the complex,diverse and potentially unknown safety risks in the process of oil and gas production,improve the safety and reliability of oil and gas production system and increase the production efficiency,this paper analyzes the safety problems occurring in the intelligentization process of oil and gas production system and constructs a system from the perspective of operation and maintenance based on key elements of intelligent safe operation and maintenance technology,combined with the typical production scenarios in the oil and gas production industry.And the following research results are obtained.First,the connotation of intelligent safe operation and maintenance technology is clarified,the key elements and existing problems and challenges of intelligent safe operation and maintenance technology are analyzed,and the“1-2-3-4-5-6”intelligent safe operation and maintenance technology system of oil and gas production system is constructed,which empowers six key technologies with key elements of oil and gas production to realize the essential safety of oil and gas production system.Second,the intelligent safe operation and maintenance technology actively promotes the application and implementation of condition monitoring,health management,risk assessment,intelligent early warning technologies in typical production scenarios such as drilling and extraction,storage and transportation,refining and chemical industry in up,middle and down streams of oil and gas production.Third,in view of the characteristics of oil and gas production system under digital transformation,it is proposed to develop the intelligent safe operation and maintenance technology with the functions of intelligent decision-making,active prevention and comprehensive safety in the future to help the safe construction in thefield of oil and gas production and promote the safe and healthy development of the oil and gas industry.In conclusion,the research on intelligent safe operation and maintenance technology system of oil and gas production system is conducive to the safe construction in thefield of oil and gas production,which will not only provide technical support for the realization of trouble-free oil and gas production system,but also provide reference for the intelligent development of the world oil and gas industry.
基金This work was supported by the Scientific Research Foun-dation of Graduate School of Southeast University(No.YBJJ1601).
文摘As an essential part of the urban landscape,linear urban landscape(LUL)is the interaction between humans and nature,which is closely associated with daily life and brings multiple characteristics to visual perception.Current studies focus on complex models that describe visual perception using static viewpoints,but lossing the continuous and dynamic features of visual perception.This paper provides a general framework that can quantify dynamic visual perception based on urban morphology and improves accuracy in the descriptions of LUL linear spatial characteristics.Based on Beijing-Hangzhou Grand Canal(Hangzhou urban section),the proposed framework combines the indicators of multiple dimensions to quantify dynamic visual perception and emphasizes the continuity of LUL.To represent the dynamic visual perception and the spatial pattern characteristics of LUL,different evaluation criteria of indicators are set according to landscape scales.To minimize subjectivity and uncertainty caused by subjective cognition and fulfill the landscape pattern under different urban development policies,we set up distinct scenario preference patterns.With appropriate fine-tuning of scenario preference patterns and setting of movement types,the proposed method can be adapted to other LUL projects and aspires to provide a general methodology and scientific guidance for urban planning and landscape management.
