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Mission capability assessment of UAV swarms based on UAF and interval-valued spherical fuzzy ANP
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作者 LI Minghao ZHANG An +2 位作者 BI Wenhao FAN Qiucen YANG Pan 《Journal of Systems Engineering and Electronics》 2026年第1期225-241,共17页
For mission-oriented unmanned aerial vehicle(UAV)swarms,mission capability assessment provides an important reference in the design and development process,and is a precondition for mission success.For this multi-crit... For mission-oriented unmanned aerial vehicle(UAV)swarms,mission capability assessment provides an important reference in the design and development process,and is a precondition for mission success.For this multi-criteria decisionmaking(MCDM)problem,the current literature lacks a way to unambiguously present criteria and the popular fuzzy analytic network process(ANP)approaches neglect the hesitancy of subjective judgments.To fill these research gaps,an MCDM method based on unified architecture framework(UAF)and interval-valued spherical fuzzy ANP(IVSF-ANP)is proposed in this paper.Firstly,selected viewpoints in UAF are extended to construct criteria models with standardized representation.Secondly,interval-valued spherical fuzzy sets are introduced to ANP to weight interdependent criteria,handling fuzziness and hesitancy in pairwise comparisons.A method of adjusting weights of experts based on their decision similarities is also included in this process to reduce ambiguity brought by multiple experts.Next,performance characteristics are non-linearly transformed regarding to expectations to get final results.This proposition is applied to assess the mission capability of UAV swarms to search and strike surface vessels.Comparative analysis shows that the proposed method is valid and reasonable. 展开更多
关键词 unmanned aerial vehicle(UAV)swarm capability assessment multi-criteria decision-making(MCdM) unified architecture framework interval-valued spherical fuzzy set analytical network process(ANP)
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Dispatchable Capability of Aggregated Electric Vehicle Charging in Distribution Systems 被引量:1
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作者 Shiqian Wang Bo Liu +4 位作者 Yuanpeng Hua Qiuyan Li Binhua Tang Jianshu Zhou Yue Xiang 《Energy Engineering》 EI 2025年第1期129-152,共24页
This paper introduces a method for modeling the entire aggregated electric vehicle(EV)charging process and analyzing its dispatchable capabilities.The methodology involves developing a model for aggregated EV charging... This paper introduces a method for modeling the entire aggregated electric vehicle(EV)charging process and analyzing its dispatchable capabilities.The methodology involves developing a model for aggregated EV charging at the charging station level,estimating its physical dispatchable capability,determining its economic dispatchable capability under economic incentives,modeling its participation in the grid,and investigating the effects of different scenarios and EV penetration on the aggregated load dispatch and dispatchable capability.The results indicate that using economic dispatchable capability reduces charging prices by 9.7%compared to physical dispatchable capability and 9.3%compared to disorderly charging.Additionally,the peak-to-valley difference is reduced by 64.6%when applying economic dispatchable capability with 20%EV penetration and residential base load,compared to disorderly charging. 展开更多
关键词 Aggregated charging dispatchable capability peak shaving and valley filling the economics of charging demand response
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MAV-UAV combat organization's force formation plan generation based on NSGA-Ⅲ
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作者 ZHONG Yun WAN Lujun ZHANG Jieyong 《Journal of Systems Engineering and Electronics》 2026年第1期307-317,共11页
Manned aerial vehicle-unmanned aerial vehicle(MAV-UAV)combat organization is a MAV-UAV combat collective formed from the perspective of organization design theory and methodology,and the generation of force formation ... Manned aerial vehicle-unmanned aerial vehicle(MAV-UAV)combat organization is a MAV-UAV combat collective formed from the perspective of organization design theory and methodology,and the generation of force formation plan is a key step in the organizational planning.Based on the description of the problem and the definition of organizational elements,the matching model of platform-target attack wave is constructed to minimize the redundancy of command and decision-making capability,resource capability and the number of platforms used.Based on the non-dominated sorting genetic algorithmⅢ(NSGA-Ⅲ)framework,which includes encoding/decoding method and constraint handling method,the generation model of organizational force formation plan is solved,and the effectiveness and superiority of the algorithm are verified by simulation experiments. 展开更多
关键词 manned-unmanned aerial vehicle combat organization force formation plan command and decision-making capability resource capability non-dominated sorting genetic algorithmⅢ(NSGA-Ⅲ)
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A Self-healing and Flame-retardant Poly(urethane-urea)Elastomer Driven by Hydrogen Bonds and Phosphorus-Nitrogen Synergy
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作者 Chen-Qing Wu Zeng Wang +2 位作者 Tian-Yu Xiu Xu Zhu Jun-Min Wan 《Chinese Journal of Polymer Science》 2026年第2期499-512,I0015,共15页
Although poly(urethane-urea)elastomers(PUEs)possess excellent mechanical properties and durability,their inherent flammability and inability to self-repair after damage significantly limits their applications in high-... Although poly(urethane-urea)elastomers(PUEs)possess excellent mechanical properties and durability,their inherent flammability and inability to self-repair after damage significantly limits their applications in high-end fields.To address this challenge,this study employs a supramolecular chemistry approach by simultaneously incorporating multiple hydrogen bonds as dynamic cross-linking points and a phosphorus-nitrogen synergistic flame-retardant structure into the poly(urethane-urea)network.The multiple hydrogen bonds endow the material with efficient intrinsic self-healing capability,while the phosphorus-nitrogen flame retardant ensures outstanding thermal stability and flame resistance,leading to the successful synthesis of a high-performance multifunctional poly(urethane-urea)elastomer.Experimental results demonstrated that when the content of the flame retardant diethyl(2-((2-aminoethyl)amino)ethyl)phosphoramidate(DEPTA)was 10 wt%,the resulting PUE/10%DEPTA achieved a V-0 rating in the vertical burning test,with a limiting oxygen index(LOI)of 30%.Concurrently,the elastomer maintained good toughness,exhibiting a tensile strength of 27.3 MPa,an elongation at break of 601%,and a self-healing efficiency of up to 94.46%.This breakthrough shows significant promise for advanced engineering applications that demand fire safety,structural durability,and extended service life through self-repair. 展开更多
关键词 Poly(urethane-urea)elastomer Phosphorus-nitrogen flame retardant Mechanical properties Self-healing capability
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An asymmetrically variable wingtip anhedral angles morphing aircraft based on incremental sliding mode control:Improving lateral maneuver capability 被引量:2
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作者 Xiaodong LIU Yong XU Jianqiao LUO 《Chinese Journal of Aeronautics》 2025年第1期455-470,共16页
This paper presents the design of an asymmetrically variable wingtip anhedral angles morphing aircraft,inspired by biomimetic mechanisms,to enhance lateral maneuver capability.Firstly,we establish a lateral dynamic mo... This paper presents the design of an asymmetrically variable wingtip anhedral angles morphing aircraft,inspired by biomimetic mechanisms,to enhance lateral maneuver capability.Firstly,we establish a lateral dynamic model considering additional forces and moments resulting during the morphing process,and convert it into a Multiple Input Multiple Output(MIMO)virtual control system by importing virtual inputs.Secondly,a classical dynamics inversion controller is designed for the outer-loop system.A new Global Fast Terminal Incremental Sliding Mode Controller(NDO-GFTISMC)is proposed for the inner-loop system,in which an adaptive law is implemented to weaken control surface chattering,and a Nonlinear Disturbance Observer(NDO)is integrated to compensate for unknown disturbances.The whole control system is proven semiglobally uniformly ultimately bounded based on the multi-Lyapunov function method.Furthermore,we consider tracking errors and self-characteristics of actuators,a quadratic programmingbased dynamic control allocation law is designed,which allocates virtual control inputs to the asymmetrically deformed wingtip and rudder.Actuator dynamic models are incorporated to ensure physical realizability of designed allocation law.Finally,comparative experimental results validate the effectiveness of the designed control system and control allocation law.The NDO-GFTISMC features faster convergence,stronger robustness,and 81.25%and 75.0%reduction in maximum state tracking error under uncertainty compared to the Incremental Nonlinear Dynamic Inversion Controller based on NDO(NDO-INDI)and Incremental Sliding Mode Controller based on NDO(NDO-ISMC),respectively.The design of the morphing aircraft significantly enhances lateral maneuver capability,maintaining a substantial control margin during lateral maneuvering,reducing the burden of the rudder surface,and effectively solving the actuator saturation problem of traditional aircraft during lateral maneuvering. 展开更多
关键词 Morphing aircraft Lateral maneuver capability Incremental sliding mode control Multi-Lyapunov function method Control theory Control allocation law
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Developing successful international collaborations in Earth Science research
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作者 Walter D.Mooney 《Earthquake Science》 2026年第1期118-124,共7页
I offer suggestions to increase the probability of success of an international research project.Collaborative studies often produce more innovative and transformative scientific results than work done by a single inve... I offer suggestions to increase the probability of success of an international research project.Collaborative studies often produce more innovative and transformative scientific results than work done by a single investigator or an isolated team.My advice is intended for early-career scientists.The product of the collaboration may be high-impact research publications,enhanced geophysical monitoring capabilities in a foreign country,or an advanced training course.Choosing the right international partner is the most important step.Keeping an open mind and being receptive to suggestions to modify the initial concept is critical.Other key steps include having a mutually agreed upon plan with achievable goals and well-defined expected outcomes.International cooperation is a richly rewarding experience that accelerates progress in the Earth Sciences. 展开更多
关键词 earth science research geophysical monitoring capabilities research projectcollaborative studies international collaborations advanced training coursechoosing scientific results successful collaborations international partner
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Performance improvement method of new R&D institutions considering Bayesian network
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作者 ZHU Jianjun JIANG Lin 《Journal of Systems Engineering and Electronics》 2026年第1期257-271,共15页
A performance improvement model of research and development(R&D)institutions based on evolutionary game and Bayesian network is proposed.First,the nature and performance factors of new R&D institutions are sys... A performance improvement model of research and development(R&D)institutions based on evolutionary game and Bayesian network is proposed.First,the nature and performance factors of new R&D institutions are systematically analyzed,the appropriate factor model is found,and the sharing of performance benefits between institutions and employees,the change in distribution proportion,and the risk of institutional improvement and employee cooperation are considered.Second,based on the mechanism improvement and employee cooperation,the payment matrix is given and evolutionary game analysis is carried out to obtain a stable and balanced institutional improvement probability and employee cooperation probability.These two probability values are substituted into the Bayesian network model of performance improvement of new R&D institutions,and the posterior probability of performance improvement is predicted by Bayesian network reasoning and diagnosis to find effective improvement measures.Finally,practical case analysis is given to verify the effectiveness and practicability of the proposed method. 展开更多
关键词 new research and development(r&d)institution performance improvement evolutionary game Bayesian network conditional probability
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Observation on the Intervention Effect of Emergency Rescue Capability Among College Students
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作者 Beiyan Zhang 《Journal of Clinical and Nursing Research》 2025年第4期265-272,共8页
Objective:To explore the application effect of emergency rescue capability intervention among students in a university in Beijing.Methods:A total of 900 students from a university in Beijing in 2023 were selected as t... Objective:To explore the application effect of emergency rescue capability intervention among students in a university in Beijing.Methods:A total of 900 students from a university in Beijing in 2023 were selected as the research objects.Emergency rescue capability training was conducted from March 2023 to June 2023,once a month.The students’mastery of emergency rescue before and after the intervention was analyzed.Survey questionnaires were distributed to all college students to understand their channels and willingness to acquire emergency rescue knowledge.Results:A total of 886 valid questionnaires were collected in this study.The highest proportion of knowledge about China’s general emergency telephone number and how to dial the emergency rescue hotline was 100.00%.Among the strategies for dealing with cardiac arrest in CPR,the highest proportion was 336.34%.Among the four major first aid techniques of hemostasis,bandaging,fixation,transportation,the highest proportion of knowledge about the use of rubber band signs was 31.71%.Among the first aid techniques for heatstroke,poisoning,fire,and sharp instrument injuries,the principle of emergency treatment for severe gas poisoning had the highest proportion of 41.42%,showing significant differences.College students mainly acquire knowledge of emergency rescue capability through TV programs,health education lectures,and the internet.Around 61.40%of college students hope to learn more about prevention and control knowledge.Conclusion:After the intervention of emergency rescue capability,the emergency rescue capability of college students in this university has been significantly improved,showing a strong training effect,which is worthy of promotion. 展开更多
关键词 UNIVErSITY Emergency rescue capability Emergency rescue capability intervention
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Dual Cross-linked Eucommia Ulmoides Gum with Reprocessibility,Shape Memory Capability and Broadband Sound Absorption at Low Frequency
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作者 Qing-Gang Ni Rui Mi +4 位作者 Biao Ou-Yang Jian-Hua Wu Peng Kong You-Ji Li Xiao-Chun Peng 《Chinese Journal of Polymer Science》 2025年第10期1875-1884,共10页
An inverse vulcanized polymer,SZIM combining Zn2+-imidazole coordination bonds and polysulfide bonds was synthesized and incorporated into bio-based Eucommia ulmoides gum (EUG) to generate EUG-SZIM-xs.The residual cry... An inverse vulcanized polymer,SZIM combining Zn2+-imidazole coordination bonds and polysulfide bonds was synthesized and incorporated into bio-based Eucommia ulmoides gum (EUG) to generate EUG-SZIM-xs.The residual crystallinity of the EUG matrix synergistically interacted with the dual cross-linking networks to establish reversible deformation domains,providing EUG-SZIM-xs with quick shape memory capability at moderate temperatures.The damping properties were also investigated,and EUG-SZIM-xs displayed high tanδ values (>0.3) when the SZIM dosage was higher than 5.5 phr,which showed a positive correlation with SZIM concentration.Such good damping performance endowed the EUG-SZIM-xs with broadband low-frequency sound absorption.In addition,the dual cross-linking networks endowed the materials with reprocessability under different catalytic systems,and the 1,8-diazobicyclic[5.4.0]undeca-7-ene (DBU)-catalyzed samples exhibited better mechanical properties than EUG-SZIM-xs. 展开更多
关键词 Eucommia ulmoides gum Inverse vulcanization Shape memory capability reprocessibility Sound absorption
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Damage capability of laser system in ground-air defense environments
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作者 Wei LIU Lin ZHANG +4 位作者 Wenfeng WANG Mingang ZHANG Jingyi ZHANG Feifei GAO Bo ZHANG 《Chinese Journal of Aeronautics》 2025年第12期430-445,共16页
A comprehensive model is proposed to evaluate the damage capability of laser system in ground-air defense environments.This model takes into account the laser system's heavy reliance on weather conditions and the ... A comprehensive model is proposed to evaluate the damage capability of laser system in ground-air defense environments.This model takes into account the laser system's heavy reliance on weather conditions and the stringent requirements for beam pointing accuracy.It initiates by simulating the laser spot characteristics on target in ground-to-air environments,factoring in the effects of atmospheric turbulence,absorption and scattering through slant transmission paths.Subsequently,a calculation method based on the thermal damage effect of the target material is introduced to quantify the damage ability of the laser system.To further enhance the model's applicability,a method for calculating the laser damage probability based on random crossover theory has been introduced,which takes into account the error of the Acquisition,Tracking and Pointing(ATP)system to estimate the likelihood of successful damage in operation applications.Theoretical analysis and simulation results validate the effectiveness of the proposed model in calculating and analyzing the damage capability of laser system in ground-air defense environments.This model offers valuable decision-making insights for users of laser systems operating in lowaltitude atmospheric conditions.Furthermore,it furnishes essential data support for the development and validation of laser systems,ensuring their effectiveness in real-world applications. 展开更多
关键词 damage capability Laser system Laser spot random crossing theory Thermal damage effect
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Alternative Lens to Understand the Relationships Between Neighborhood Environment and Well-being with Capability Approach and Explainable Artificial Intelligence
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作者 JIAO Linshen ZHANG Min +4 位作者 ZHEN Feng QIN Xiao CHEN Peipei ZHANG Shanqi HU Yuchen 《Chinese Geographical Science》 2025年第3期472-491,共20页
The relationship between the neighborhood environment and well-being is attracting increasingly attention from researchers and policymakers,as the goal of development has shift from economy to well-being.However,exist... The relationship between the neighborhood environment and well-being is attracting increasingly attention from researchers and policymakers,as the goal of development has shift from economy to well-being.However,existing literature predominantly adopts the utilitarian approach,understanding well-being as people’s feelings about their lives and viewing the neighborhood environment as resources that benefit well-being.The Capability Approach,a novel approach that conceptualize well-being as the freedoms to do or to be and regard environment as conversion factors that influence well-being,can offer new lens by incorporating human development in-to these topics.This paper proposes an alternative theoretical framework:well-being is conceptualized and measured by capability;neighborhood environment affects well-being by providing spatial services,functioning as environmental conversion factors,and serving as social conversion factors.We conducted a case study of Changshu City located in eastern China,utilizing multiple resource data,applying explainable artificial intelligence(XAI),namely eXtreme Gradient Boosting(XGBoost)and SHapley Additive exPlana-tions(SHAP).Our findings highlight the significance of viewing the neighborhood environment as a set of conversion factors,as it provides more explanatory power than providing spatial services.Compared to conventional research based on linear relationship as-sumption,our results demonstrate that the effects of neighborhood environment on well-being are non-linear,characterized by threshold effects and interaction effects.These insights are crucial for informing urban planning and public policy.This research enriches our un-derstanding of well-being,neighborhood environment,and their relationship as well as provides empirical evidence for the core concept of conversion factors in the capability approach. 展开更多
关键词 WELL-BEING neighborhood environment capability approach non-linear relationship explainable artificial intelligence(XAI)
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Research on evaluation of basic railway safety management capability based on combination weighting–TOPSIS
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作者 Yankun Qi Xiaoyu Li +2 位作者 Jinghui Liu Hanqiu Li Chen Yang 《Railway Sciences》 2025年第1期108-122,共15页
Purpose–To systematically characterize and objectively evaluate basic railway safety management capability,creating a closed-loop management approach which allows continuous improvement and optimization.Design/method... Purpose–To systematically characterize and objectively evaluate basic railway safety management capability,creating a closed-loop management approach which allows continuous improvement and optimization.Design/methodology/approach–A basic railway safety management capability evaluation index system based on a comprehensive analysis of national safety management standards,railway safety rules and regulations and existing safety data from railway transport enterprises is presented.The system comprises a guideline layer including safety committee formation,work safety responsibility,safety management organization and safety rules and regulations as its components,along with an index layer consisting of 12 quantifiable indexes.Game theory combination weighting is utilized to integrate subjective and objective weight values derived using AHP and CRITIC methods and further combined using the TOPSIS method in order to construct a comprehensive basic railway safety management capability evaluation model.Findings–The case study presented demonstrates that this evaluation index system and comprehensive evaluation model are capable of effectively characterizing and evaluating basic railway safety management capability and providing directional guidance for its sustained improvement.Originality/value–Construction of an evaluation index system that is quantifiable,generalizable and accessible,accurately reflects the main aspects of railway transportation enterprises’basic safety management capability and provides interoperability across various railway transportation enterprises.The application of the game theoretic combination weighting method to derive composite weights which combine experts’subjective evaluations with the objectivity of data. 展开更多
关键词 railway transportation enterprises Basic safety management capability Evaluation index system Combination weighting
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Topological Structure Design and Obstacle-climbing Capability Analysis of a Lizard-inspired Torso-leg-foot Biomimetic Robot
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作者 Yuting Du Yan-an Yao +1 位作者 Qiang Ruan Wenbo Mi 《Journal of Bionic Engineering》 2025年第1期65-82,共18页
Lizards are one of the most primitive reptiles in existence,with special limb structures that enable them to move quickly across diverse and complex terrains such as rock piles,shallow shoals,and deserts.A thorough ex... Lizards are one of the most primitive reptiles in existence,with special limb structures that enable them to move quickly across diverse and complex terrains such as rock piles,shallow shoals,and deserts.A thorough exploration was conducted on the biomimetic mechanism and ground-touching mechanism of lizard limbs from both micro and macro perspectives.Inspired by the intricate torso and limb configurations of lizards,a novel Torso-leg-foot biomimetic robot has been conceptualized based on the design of the Big-Foot robot.This robot integrates a Torso-leg-foot system,featuring a parallel torso biomimetic structure with a 2-SPR/UPU/UPR(P)configuration.It utilizes the theory of finite screws to articulate the instantaneous movements of the parallel torso,and the inverse kinematics of this mechanism have been calculated.The reachable workspace of the 2-SPR/UPU/UPR parallel mechanism using FIS theory,which is closely related to the climbing height of the robot.A comprehensive dimension synthesis was conducted on the leg-foot system,and the adoption of the three-pair rod drive method was determined by investigating its Variable Rotating Velocity Characteristics(VRVC).Simulation tests have shown that with an integrated torso,the robot can climb vertical obstacles up to 600 mm in height.The experimental tests of climbing steps and slopes using physical prototypes have confirmed the robot's obstacle-crossing capability.The potential applications of this Torso-leg-foot biomimetic robot is to carry heavy objects across obstacles to perform tasks such as planetary exploration and disaster relief. 展开更多
关键词 Torso-leg-foot Lizard biomimetics Topological structure Variable rotating Velocity Characteristics(VrVC) Obstacle-climbing capability
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Stereoisomeric engineering mediated zinc metal electrodeposition:Critical balance of solvation and adsorption capability
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作者 Wen Liu Qiwen Zhao +7 位作者 Ruheng Jiang Xuyan Ni Tiancheng You Canglong Li Yanzi Deng Bingang Xu Yuejiao Chen Libao Chen 《Advanced Powder Materials》 2025年第2期76-85,共10页
The exceptional electrochemical performance of zinc anodes is frequently impeded by inadequate deposition kinetics and interfacial chemistry.Herein,we introduce the stereoisomerism to inform the balanced selection of ... The exceptional electrochemical performance of zinc anodes is frequently impeded by inadequate deposition kinetics and interfacial chemistry.Herein,we introduce the stereoisomerism to inform the balanced selection of electrolyte additives,taking into account their solvation and adsorption properties,to achieve the optimal deposition behaviors and electrochemical performance.The three-point coplanar adsorption configuration,in comparison to two-point adsorption,effectively mitigates the interference of water molecules and establishes a coplanar templating effect.This approach fosters a uniform distribution of charges,encourages the preferential orientation growth of(002)planes for uniform zinc deposition.Moreover,an appropriate level of solvation ability can modulate the solvation structure without substantially increasing the de-solvation energy barrier,thereby facilitating faster deposition kinetics than what is observed in cases of strong solvation.As a result,Zn//Zn cell can achieve an excellent performance of more than 3470 h at 2 mA cm^(-2)and 1 mAh cm^(-2),and Zn//AC full cell can work for 50000 cycles at 3 A g^(-1).Additionally,under practical conditions(N/P=4.37),the assembled Zn//I2 full cell demonstrates stable lifespan for 710 cycles at 1 A g^(-1).This work showcases the interplay between adsorption configuration of stereoisomeric additives on the cycling. 展开更多
关键词 Stereoisomeric additives Structure-activity relationship Coplanar templating effect Solvation and adsorption capability Optimized zinc deposition behavior
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Plasmonic dual-parameter biosensor with self-referencing capability based on one-dimensional metal gratings
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作者 LIU Jun LUO Jianhua 《Optoelectronics Letters》 2025年第8期449-454,共6页
There is limited amount of research on surface plasmon resonance(SPR)sensors with self-referencing capabilities which are based on dielectric gratings.In the short-wavelength range,a metal grating sensor is capable of... There is limited amount of research on surface plasmon resonance(SPR)sensors with self-referencing capabilities which are based on dielectric gratings.In the short-wavelength range,a metal grating sensor is capable of simultaneously measuring liquid refractive index under proposed temperature.A fabricated gold grating is placed on one side of a thin gold film for refractive index measurement,while the other with polydimethylsiloxane(PDMS)is deposited on the other side for temperature measurement.We use finite element analysis to research its sensing characteristics.Due to the high refractive index sensitivity of SPR sensors and thermo-optic coefficient of PDMS,we discovered the maximum spectral sensitivity of the sensor is 564 nm/RIU and-50 pm/℃when the liquid refractive index ranges from 1.30 to 1.40 with temperature ranging from 0℃ to 100℃.Numerical results indicate that there may not be mutual interference between two channels for measuring refractive index and temperature,which reduces the complexity of sensor measurements. 展开更多
关键词 thin gold film fabricated gold grating plasmonic biosensor metal grating sensor liquid refractive index self referencing capability refractive index dielectric gratingsin
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供应链金融对中小企业R&D投资效率的影响:基于融资约束视角 被引量:7
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作者 胡海青 原敏倩 薛萌 《科技进步与对策》 北大核心 2025年第1期102-112,共11页
创新是中小企业保持竞争力、适应市场变化和实现可持续发展的关键。基于2016-2022年创业板中小企业相关数据,运用三阶段DEA分析、面板Tobit模型回归、二元Logistic回归等方法,探究供应链金融对中小企业R&D投资效率的影响。结果表明... 创新是中小企业保持竞争力、适应市场变化和实现可持续发展的关键。基于2016-2022年创业板中小企业相关数据,运用三阶段DEA分析、面板Tobit模型回归、二元Logistic回归等方法,探究供应链金融对中小企业R&D投资效率的影响。结果表明,供应链金融能够显著提高中小企业R&D投资效率,融资约束在二者间发挥遮掩效应。进一步分析发现,上述效应对供应链集中度较高的企业更为显著。结论可为发挥供应链金融筹资优势,促进供应链生态系统资源互补、信息共享的协同创新网络形成,进而支持中小企业创新活动提供理论支持。 展开更多
关键词 供应链金融 r&d投资效率 三阶段dEA 面板Tobit模型 遮掩效应
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Process model of IT impacts on firm competitiveness based on application capability of information technology 被引量:4
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作者 王念新 仲伟俊 梅姝娥 《Journal of Southeast University(English Edition)》 EI CAS 2008年第1期114-118,共5页
To investigate the process of information technology (IT) impacts on firm competitiveness, an integrated process model of IT impacts on firm competitiveness is brought forward based on the process-oriented view, the... To investigate the process of information technology (IT) impacts on firm competitiveness, an integrated process model of IT impacts on firm competitiveness is brought forward based on the process-oriented view, the resource-based view and the complementary resource view, which is comprised of an IT conversion process, an information system (IS) adoption process, an IS use process and a competition process. The application capability of IT plays the critical role, which determines the efficiency and effectiveness of the aforementioned four processes. The process model of IT impacts on firm competitiveness can also be used to explain why, under what situations and how IT can generate positive organizational outcomes, as well as theoretical bases for further empirical study. 展开更多
关键词 application capability of IT IT business value process-oriented view process model
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Capability matchmaking of semantic web services with preconditions and effects 被引量:2
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作者 王海 李增智 范琳 《Journal of Southeast University(English Edition)》 EI CAS 2009年第4期464-467,共4页
In order to solve the problem that the current matchmaking methods for semantic web service mainly focus on the matchmaking of IO (inputs, outputs) descriptions which may result in one-sidedness, a description-logic... In order to solve the problem that the current matchmaking methods for semantic web service mainly focus on the matchmaking of IO (inputs, outputs) descriptions which may result in one-sidedness, a description-logic-based IOPE (inputs, outputs, preconditions, effects) description and matchmaking method is proposed for semantic web service. The description logic concept is used to annotate service IO and the description logic assertion is employed to describe service PE(preconditions, effects). TBox subsumption checking is used to measure the subsumption relationship between IO descriptions of service request and advertising; ABox consistency checking is used for checking the logical implication between PE descriptions of service request and advertising. Based upon the logical implication, four kinds of PE matching degrees are proposed to measure and compare the pros and cons of the results of matchmaking. They are the exact, perfect, side-effect and common match. Experiments show that the method has a higher precision rate under the same recall rate compared with the existing method. 展开更多
关键词 capability matchmaking semantic web service precondition and effect
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经济政策不确定性、风险感知与企业R&D投资阶段选择
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作者 成力为 吴薇 《管理工程学报》 北大核心 2025年第6期1-15,共15页
在经济衰退背景下,企业研发(R&D)投资阶段前移,加大基础研究与应用研究投入是高质量发展的必然选择。本文将外部风险感知到企业内部风险感知的传导过程纳入经济政策不确定性下的企业研发投资决策模型,从资源供给效应和机会成本效应... 在经济衰退背景下,企业研发(R&D)投资阶段前移,加大基础研究与应用研究投入是高质量发展的必然选择。本文将外部风险感知到企业内部风险感知的传导过程纳入经济政策不确定性下的企业研发投资决策模型,从资源供给效应和机会成本效应揭示影响企业研究阶段与开发阶段投资选择的机制。接着,利用2011—2020年中国上市制造业企业数据进行实证检验发现:(1)在机会成本效应主导下,经济政策不确定性对企业研究阶段投资存在显著激励作用;当资源供给效应占主导时,经济政策不确定性对开发阶段投资具有显著的抑制作用;(2)机制分析发现,经济政策不确定性上升会增强银行短期信贷偏好,进而抑制企业研究阶段投资。这进一步强化了企业内部风险感知,企业会通过“短债长用”等措施放大机会成本效应,从而有效缓解了短期信贷对研究阶段投资的负面影响。这种影响在高成熟度、低融资约束和低短期借款依赖度的企业中更为明显。此外,在资源供给效应主导下,经济政策不确定性可以通过降低股票流动性来抑制企业开发阶段投资。本文强调经济政策不确定性首先被金融机构和资本市场感知,接着通过外部融资约束传导至企业内部,进而强化企业的风险感知,使企业能够利用规避风险工具调节不同阶段的研发投资。 展开更多
关键词 经济政策不确定性 r&d投资阶段 风险感知 机会成本效应 资源供给效应
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基于因子分析的政府R&D投入绩效评价
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作者 赵志泉 林艳艳 李志敏 《科技和产业》 2025年第12期308-314,共7页
创新驱动为经济社会发展提供新动能,是引领未来经济转型的核心途径。政府R&D投入反映国家意志,有必要对其产出效率进行评价。利用2018—2022年31个省份(因数据缺失,未包含港澳台地区)的面板数据,从投入产出两个方面选取13个具体指... 创新驱动为经济社会发展提供新动能,是引领未来经济转型的核心途径。政府R&D投入反映国家意志,有必要对其产出效率进行评价。利用2018—2022年31个省份(因数据缺失,未包含港澳台地区)的面板数据,从投入产出两个方面选取13个具体指标构建政府R&D投入绩效评价指标体系,采用因子分析法对政府R&D投入绩效进行研究;结合模型的构建以及结果分析,提出通过推进R&D经费投入方式多元化、优化政府R&D经费投入执行结构、提高R&D人员投入来提高政府R&D投入绩效。 展开更多
关键词 政府r&d投入 因子分析 绩效评价
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