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Integrated approach to uranium recovery and organic decomposition with electricity generation in a self-driven photoelectrochemical system
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作者 Qingqing Yang Yi-Lin Liu +3 位作者 Haiyi Gong Qingyan Zhang Shuaishuai Guo Qingyi Zeng 《Journal of Environmental Sciences》 2026年第2期274-282,共9页
Simultaneous uranium recovery,organic pollutant degradation,and electricity generation were achieved by employing a self-driven photoelectrochemical(PEC)system equipped with a modified carbon felt(MCF)cathode for the ... Simultaneous uranium recovery,organic pollutant degradation,and electricity generation were achieved by employing a self-driven photoelectrochemical(PEC)system equipped with a modified carbon felt(MCF)cathode for the treatment of complex radioactive wastewater.The MCF cathode was synthesized via a facile hydrothermal method,which modified the surface functional groups on carbon felt(CF)with enhanced active site availability and facilitated interfacial charge transfer,thus improving its UO_(2)^(2+)adsorption and reduction capacities.The self-driven PEC system with the MCF cathode demonstrated remarkable removal efficiencies and rate constants(k)for UO_(2)^(2+)(98.8%and 0.111 min^(−1))and chlortetracycline hydrochloride(CTC)(92.9%and 0.028 min^(−1))within 40 min and 90 min,respectively,coupled with an excellent power output of 1.41 mW/cm^(2).Additionally,the system with the MCF cathode exhibited superior removal performance for UO_(2)^(2+)and CTC in treating model complex wastewater under wide conditions.Even under natural sunlight,the system achieved over 80%removal efficiency for both UO_(2)^(2+)and CTC.Moreover,the uranium immobilized on the MCF cathode was mainly reduced to U(Ⅳ)species(90.51%),and performance remained robust over ten operational cycles.The cathode surface modification strategy and its application in the system provide a cost-effective,multi-functional and high-efficiency approach to controlling nuclides and organic pollutants in complex radioactive wastewater. 展开更多
关键词 Complex radioactive wastewater Modified carbon felt Uranium recovery Organic degradation Electricity production self-driven PEC system
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Flowrate behavior and clustering of self-driven robots in a channel 被引量:2
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作者 Bo Tian Wang-Ping Sun +2 位作者 Ming Li Rui Jiang Mao-Bin Hu 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第3期568-573,共6页
In this paper,the collective motion of self-driven robots is studied experimentally and theoretically.In the channel,the flowrate of robots increases with the density linearly,even if the density of the robots tends t... In this paper,the collective motion of self-driven robots is studied experimentally and theoretically.In the channel,the flowrate of robots increases with the density linearly,even if the density of the robots tends to 1.0.There is no abrupt drop in the flowrate,similar to the collective motion of ants.We find that the robots will adjust their velocities by a serial of tiny collisions.The speed-adjustment will affect both robots involved in the collision,and will help to maintain a nearly uniform velocity for the robots.As a result,the flowrate drop will disappear.In the motion,the robots neither gather together nor scatter completely.Instead,they form some clusters to move together.These clusters are not stable during the moving process,but their sizes follow a power-law-alike distribution.We propose a theoretical model to simulate this collective motion process,which can reproduce these behaviors well.Analytic results about the flowrate behavior are also consistent with experiments. 展开更多
关键词 self-driven robots collective motion flowrate CLUSTERING
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Characterization of Self-driven Cascode-Configuration Synchronous Rectifiers
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作者 REN Xiaoyong LI Kunqi CHEN Qianhong 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2019年第6期902-911,共10页
This paper presents a cascode configuration synchronous rectifier device based on silicon MOSFET and Schottky diode,which can replace traditional power diode directly.This structure has self-driven ability with simple... This paper presents a cascode configuration synchronous rectifier device based on silicon MOSFET and Schottky diode,which can replace traditional power diode directly.This structure has self-driven ability with simple external circuit,and the conduction characteristic is preferable to a power diode.Static characterization and switching behavior analysis of proposed structure are conducted in this paper.The switching process is illustrated in detail using real model which considers the parasitic inductances and the nonlinearity of junction capacitors.The real time internal voltage and current value during switching transition are deduced with the equivalent circuit.To validate the analysis,two voltage specification rectifiers are built.Finally,double-pulse test results and the practical design example verify the performance advantages of proposed structure. 展开更多
关键词 synchronous rectifier(SR) self-driven cascode structure power diode
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BaTiO_(3)/p-GaN/Au self-driven UV photodetector with bipolar photocurrent controlled by ferroelectric polarization
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作者 韩无双 刘可为 +6 位作者 杨佳霖 朱勇学 程祯 陈星 李炳辉 刘雷 申德振 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第4期202-207,共6页
Ferroelectric materials are promising candidates for ultraviolet photodetectors due to their ferroelectric effect.In this work,a BaTiO_(3)/p-GaN/Au hybrid heterojunction-Schottky self-driven ultraviolet photodetector ... Ferroelectric materials are promising candidates for ultraviolet photodetectors due to their ferroelectric effect.In this work,a BaTiO_(3)/p-GaN/Au hybrid heterojunction-Schottky self-driven ultraviolet photodetector was fabricated with excellent bipolar photoresponse property.At 0 V bias,the direction of the photocurrent can be switched by flipping the depolarization field of BaTiO_(3),which allows the performance of photodetectors to be controlled by the ferroelectric effect.Meanwhile,a relatively large responsivity and a fast response speed can be also observed.In particular,when the depolarization field of BaTiO_(3) is in the same direction of the built-in electric field of the Au/p-GaN Schottky junction(up polarized state),the photodetector exhibits a high responsivity of 18 mA/W at 360 nm,and a fast response speed of<40 ms at 0 V.These findings pave a new way for the preparation of high-performance photodetectors with bipolar photocurrents. 展开更多
关键词 ferroelectric effect BIPOLAR self-driven PHOTODETECTOR
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A self-driven photodetector based on a SnS_(2)/WS_(2) van der Waals heterojunction with an Al_(2)O_(3) capping layer
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作者 王祥骏 林钰恒 +5 位作者 刘潇 邓煊华 贲建伟 俞文杰 朱德亮 刘新科 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第1期585-591,共7页
Photodetectors based on two-dimensional(2D) materials have attracted considerable attention because of their unique properties. To further improve the performance of self-driven photodetectors based on van der Waals h... Photodetectors based on two-dimensional(2D) materials have attracted considerable attention because of their unique properties. To further improve the performance of self-driven photodetectors based on van der Waals heterojunctions, a conductive band minimum(CBM) matched self-driven SnS_(2)/WS_(2) van der Waals heterojunction photodetector based on a SiO2/Si substrate has been designed. The device exhibits a positive current at zero voltage under 365 nm laser illumination.This is attributed to the built-in electric field at the interface of the SnS_(2) and WS_(2) layer, which will separate and transport the photogenerated carriers, even at zero bias voltage. In addition, the Al_(2)O_(3) layer is covered by the surface of the SnS_(2)/WS_(2) photodetector to further improve the performance, because the Al_(2)O_(3) layer will introduce tensile stress on the surface of the 2D materials leading to a higher electron concentration and smaller effective mass of electrons in the films. This work provides an idea for the research of self-driven photodetectors based on a van der Waals heterogeneous junction. 展开更多
关键词 SnS_(2)/WS_(2)heterogeneous junction Al_(2)O_(3)layer self-driven PHOTODETECTOR
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Droplet Self-Driven Characteristics on Wedge-Shaped Surface with Composite Gradients:A Molecular Dynamics Study
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作者 Haowei Hu Xinnuo Chen +3 位作者 Qi Wang Qin Li Dong Niu Mu Du 《Frontiers in Heat and Mass Transfer》 EI 2024年第4期1071-1085,共15页
The self-driven behavior of droplets on a functionalized surface,coupled with wetting gradient and wedge patterns,is systematically investigated using molecular dynamics(MD)simulations.The effects of key factors,inclu... The self-driven behavior of droplets on a functionalized surface,coupled with wetting gradient and wedge patterns,is systematically investigated using molecular dynamics(MD)simulations.The effects of key factors,including wedge angle,wettability,and wetting gradient,on the droplet self-driving effect is revealed from the nanoscale.Results indicate that the maximum velocity of droplets on hydrophobic wedge-shaped surfaces increases with the wedge angle,accompanied by a rapid attenuation of driving force;however,the average velocity decreases with the increased wedge angle.Conversely,droplet movement on hydrophilic wedge-shaped surfaces follows the opposite trend,particularly in terms of average velocity compared to the hydrophobic case.Both wedge-shaped and composite gradient wedge-shaped surfaces are found to induce droplet motion,with droplets exhibiting higher speeds and distances on hydrophobic surfaces compared to hydrophilic surfaces,regardless of surface type.Importantly,the inclusion of wettability gradients significantly influences droplet motion,with hydrophobic composite gradient wedge-shaped surfaces showing considerable improvements in droplet speed and distance compared to their hydrophilic counterparts.By combining suitable wettability gradients with wedge-shaped surfaces,the limitations inherent in the wettability gradient range and wedge-shaped configuration can be mitigated,thereby enhancing droplet speed and distance.The findings presented in this paper offer valuable insights for the design of advanced functional surfaces tailored for manipulating droplets in real-world applications. 展开更多
关键词 self-driven wettability gradient wedge-shaped surface composite gradient
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High-performance self-driven broadband photoelectrochemical photodetector based on reduced graphene oxide/Bi_(2)Te_(3)heterojunction
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作者 Chenchen Zhao Yangyang Liu +11 位作者 Dongbo Wang Wen He Bingke Zhang Jingwen Pan Zhi Zeng Donghao Liu Sihang Liu Shujie Jiao Xuan Fang Dan Fang Liancheng Zhao Jinzhong Wang 《Nano Materials Science》 CSCD 2024年第6期741-751,共11页
Attributed to its excellent physicochemical properties,graphene(GR)has very active applications in the fields of catalysis,optoelectronic devices,and battery electrode materials.However,until now,regulating the type a... Attributed to its excellent physicochemical properties,graphene(GR)has very active applications in the fields of catalysis,optoelectronic devices,and battery electrode materials.However,until now,regulating the type and density of carriers in GR is still crucial for its practical applications.Here,reduced graphene oxide(RGO)-Bi_(2)Te_(3)heterojunctions doped with different contents were prepared by a simple one-step method.The Bi_(2)Te_(3)materials containing different RGO were made into broadband(365–850 nm)photoelectrochemical-type detectors,and the effects of the doping amount of RGO on the optoelectronic behavior of the devices and the intrinsic operation mechanism of the devices were investigated in detail.The results show that the values of Iph/Idark,Ri,and D*of Bi_(2)Te_(3)/RGO heterojunction devices obtained with 1 mg of RGO doping are 412,6.072 mA/W,and 2.4061010 Jones,respectively.It is anticipated that this work will provide a research basis for future quantitative tuning of the performance of micro-nano devices by GR. 展开更多
关键词 PHOTOELECTROCHEMICAL Bi_(2)Te_(3)/RGO heterojunctions Doping regulation self-driven BROADBAND
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Multidirectional self-driven polarization-sensitive photodetection induced by asymmetric contact
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作者 Jianbo Wu Qiuxiao Yin +6 位作者 Zeng-Kui Zhu Ruiqing Li Zhangtong Han Lijun Xu Chang Qu Lina Li Junhua Luo 《Science China Materials》 2026年第3期1432-1439,共8页
Polar two-dimensional(2D)perovskites with their excellent semiconductor properties,intrinsic anisotropy,and bulk photovoltaic effect,have emerged as promising candidates for Self-driven polarization-sensitive photodet... Polar two-dimensional(2D)perovskites with their excellent semiconductor properties,intrinsic anisotropy,and bulk photovoltaic effect,have emerged as promising candidates for Self-driven polarization-sensitive photodetectors.However,these self-driven polarized detectors typically require fabrication along the spontaneous polarization direction to maintain the device’s operation in the self-driven mode,which imposes additional limitations.Herein,we demonstrate multidirectional self-driven polarization-sensitive photodetection by constructing 2D perovskite-based asymmetric contact devices,Ag/2D perovskite/C.The built-in electric field,originating from the difference in work functions,acts as the driving force for the separation and transport of photogenerated carriers.Notably,this approach does not necessitate a specific direction,thereby enabling multidirectional self-driven photodetection.Under excitation by linearly polarized light,our devices exhibit impressive polarization-sensitive discrimination in multiple directions,achieving polarization ratios of 3.3 and 3.1 along the a and baxes,respectively.Our work enriches the approaches enabling self-driven polarization-sensitive photodetection,free from the previous limitations. 展开更多
关键词 multidirectional self-driven photodetection polarization-sensitive photodetection asymmetric contact device 2D perovskite
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Highly resistive lead-free perovskite ferroelectric enables self-driven X-ray detection with ultralow dose
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作者 Huawei Yang Jianbo Wu +11 位作者 Zeng-Kui Zhu Hang Li Panpan Yu Ying Zeng Qingran Ding Guirong Chen Lijun Xu Zhangtong Han Haiqing Zhong Yueying Wang Wenhui Wu Junhua Luo 《Chinese Chemical Letters》 2026年第3期746-751,共6页
Lead-free perovskite has become a shining pearl in the field of direct X-ray detection due to its nontoxicity and excellent optoelectronic properties.However,the high limit of detection(LoD)of X-ray detectors due to h... Lead-free perovskite has become a shining pearl in the field of direct X-ray detection due to its nontoxicity and excellent optoelectronic properties.However,the high limit of detection(LoD)of X-ray detectors due to high current noise caused by high operating voltages is a major challenge to overcome.Here,we utilized a zero-dimensional lead-free perovskite ferroelectric material(NMP)_(3)Sb_(2)Br_(9)(1,NMP=Nmethylpyrrolidine)to achieve ultra-low Lo D self-driven X-ray detection.The self-driven detection mode without external bias has been proven to be an effective means of reducing Lo D due to its low current noise characteristics.Additionally,the zero-dimensional distinctive isolated framework results in a high resistivity of 1.39×10^(11)Ωcm,which effectively reduces the current noise and suppresses ion migration.By further combining the ferroelectric-induced bulk photovoltaic effect,the 1-based detector achieves an ultra-low Lo D X-ray detection of 84.1 n Gyair/s under the self-driven mode,which represents a quite advanced level in the lead-free perovskite X-ray detection region.Our work successfully achieved ultra-low Lo D self-driven X-ray detection by combining ferroelectricity with high resistance,providing a promising avenue for the development of low Lo D X-ray detectors. 展开更多
关键词 Zero-dimensional perovskite Lead-free Ferroelectric self-driven X-ray detection Low limit of detection
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In situ self-driven crystallization for 25℃-air-processed perovskite enabling efficient inverted perovskite solar cells
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作者 Zhuowei Du Zhu Ma +20 位作者 Qian Zhang Hao Du Yixian Li Fuchun Gou Xinyue Liu Yi Li Zhuo Lv Dengqian Xiang Bo Chen Yi Chen Qiang Yang Wei You Junbo Yang Andi Zhang Cheng Huang Jian Yu Yan Xiang Jiangzhao Chen Fengying Zhang Kaibo Zheng Kuan Sun 《Journal of Energy Chemistry》 2026年第4期476-487,I0012,共13页
Inverted perovskite solar cells(IPSCs)have emerged as promising photovoltaic technologies due to excellent photoelectric properties and solution processing advantages.However,the traditional preparation process based ... Inverted perovskite solar cells(IPSCs)have emerged as promising photovoltaic technologies due to excellent photoelectric properties and solution processing advantages.However,the traditional preparation process based on inert atmosphere annealing of perovskite films faces key challenges,including high energy consumption,strict crystallization control,and the presence of stresses.The study introduces the in situ self-driven crystallization(ISDC)strategy,which is an innovative method to realize the spontaneous crystallization of perovskite in the original environment and substrate under ambient air at 25℃ without annealing.This approach successfully achieved high-quality perovskite films with preferential(001)and(002)orientations without annealing treatment.Choline chloride(a kind of vitamin B4,VB4)can simultaneously realize iodine deficiency passivation and hydrogen bond association of formamidine/methylamine(FA/MA)in the ISDC process,thus preventing the reaction of water molecules with the formed perovskite.Isopropyl alcohol(IPA)will take away part of the water molecules in the process of volatilization due to the hydrogen bond with water,so as to ensure the priority of the perovskite reaction.Finally,ISDC-IPSCs achieved a power conversion efficiency(PCE)of 21.86%,which exceeded the PCE of 21.19%of IPSCs prepared by the annealing scheme,and maintained 94.7%of the initial PCE after 2250 h of storage in a N_(2)environment.The ambient-air ISDC strategy sets a precedent for the annealing-free crystallization of perovskite. 展开更多
关键词 Inverted sequential deposition method In situ self-driven crystallization Residual stress relaxation Air-exposed non-annealing crystallization
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Methylammonium intercalation reorienting aromatic amine cations in 2D multilayered perovskite toward efficient self-driven X-ray detection
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作者 Yaru Geng Qianwen Guan +4 位作者 Ruiqing Li Huang Ye Xinling Li Daohua Wang Junhua Luo 《Science China Chemistry》 2025年第10期4803-4809,共7页
Two-dimensional(2D)multilayered perovskites are poised to revitalize the field of efficient X-ray detection due to their strong X-ray absorption ability and excellent carrier transport.However,2D alternating cations i... Two-dimensional(2D)multilayered perovskites are poised to revitalize the field of efficient X-ray detection due to their strong X-ray absorption ability and excellent carrier transport.However,2D alternating cations intercalation(ACI)type multilayered perovskites,which hold promise as potential X-ray detection materials,still remain largely unexplored in X-ray detection capabilities.Herein,through methylammonium intercalation reorienting aromatic amine cations,an ACI multilayered perovskite(NMA)_(3)(MA)_(3)Pb_(4)I_(14)(NMPI,NMA=N-methylbenzylaminium,MA=methylammonium)is successfully constructed for efficient self-driven X-ray detection.Specifically,the reconstructed NMPI has a smoother multilayered inorganic framework with an enhanced mobility-lifetime product compared with the prototype(NMA)_(4)Pb_(3)I_(10).Notably,based on polar structure-induced radiation photovoltage(1.2 V),NMPI exhibits a high sensitivity of 113.78μC Gy^(-1)cm^(-2)and a low detection limit of 162 nGy s^(-1)under zero bias.This work first explores sensitive self-driven X-ray detection in ACI-type multilayered perovskite,shedding light on future exploration for high-performance X-ray detection. 展开更多
关键词 alternating cations intercalation multilayered perovskite self-driven X-ray detection
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Wearable self-driven(In,Ga)N sensor for biosensing application
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作者 Siyu Hu Binbin Hou +2 位作者 Jianya Zhang Yonglin Huang Yukun Zhao 《Chinese Optics Letters》 2025年第8期115-119,共5页
Because of extensive potential applications in health fields,wearable self-driven sensors are indispensable for next-generation medical systems.In this paper,a wearable self-driven sensor utilizing a lift-off[In,Ga]N ... Because of extensive potential applications in health fields,wearable self-driven sensors are indispensable for next-generation medical systems.In this paper,a wearable self-driven sensor utilizing a lift-off[In,Ga]N film is proposed and demonstrated successfully.[In,Ga]N film is separated from an epitaxial silicon substrate through an economical and fast electrochemical etching procedure.With good flexibility,the self-driven sensor can continuously monitor localized sweat and sweat electrolyte concentrations.Hence,it can monitor the electrolyte loss in the human body,which is crucial to facilitate proper fluid replenishment for people during exercise.Furthermore,the sensor maintains stable detection performance under different bending conditions,indicating good stability.Therefore,this study holds great potential for the advancement of wearable devices for personalized health management requiring ultra-low energy consumption. 展开更多
关键词 wearable sensor self-driven sensor lift-off[In Ga]N film biosensing application
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基于探究式自驱学习的有限元分析与应用研究生课程改革
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作者 黄海波 任潞 +2 位作者 束学道 梁丹 谢重阳 《高教学刊》 2026年第8期53-56,60,共5页
有限元方法是目前解决工程问题的重要手段,也成为工科专业学位研究生重要的专业修读课程。针对专业硕士研究生的扩招和培养目标侧重点的转变,宁波大学有限元分析与应用基于“OBE理念教学”和“探究式自驱型学习”的理念,开展一系列的教... 有限元方法是目前解决工程问题的重要手段,也成为工科专业学位研究生重要的专业修读课程。针对专业硕士研究生的扩招和培养目标侧重点的转变,宁波大学有限元分析与应用基于“OBE理念教学”和“探究式自驱型学习”的理念,开展一系列的教学改革与尝试。首先面向成果导向重新梳理课程目标,在简化介绍基本原理的基础上重点拓展知识边界并着重强调使用有限元工具处理等效、分析和解决问题的能力;设置团队合作项目,通过自驱式发现、分析和解决问题的探究型自主学习,使学生主动、积极地参与课程学习,提高教学质量。课程改革完全契合研究生课程设置的要求,改革成果可以为其他工科研究生专业课程的改革提供科学参考。 展开更多
关键词 有限元 OBE 探究式 自驱型 团队合作
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依附型路径:中部地区乡村振兴的特征、起因及其转换
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作者 符平 李国卉 《山西师大学报(社会科学版)》 2026年第2期22-31,共10页
东部乡村振兴形成了以“整合—创新”为动力、自下而上的自主型路径。相比之下,中部乡村受限于工业化不足、城镇化浅层化、市场发育程度低以及人口外流比重高,中部乡村振兴呈现出以“匮乏—输入”为特征的依附型路径,主要依赖自上而下... 东部乡村振兴形成了以“整合—创新”为动力、自下而上的自主型路径。相比之下,中部乡村受限于工业化不足、城镇化浅层化、市场发育程度低以及人口外流比重高,中部乡村振兴呈现出以“匮乏—输入”为特征的依附型路径,主要依赖自上而下的外部力量推动。尽管缺乏先发优势,但中部乡村仍具备自然资源丰富和劳动力丰裕等初级要素的比较优势,同时在制度政策、生产组织、技术信息等方面蕴藏着潜在的后发优势。在“促进中部地区崛起”战略的推动下,中部乡村应致力于构建动态的比较优势和后发优势,推动发展路径从依附型向“嵌入的自主型”转型,并最终实现向全面自主型路径的跃升。 展开更多
关键词 中部崛起 中部乡村 乡村振兴 依附型路径 自主型路径
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智能综合找矿模型:理论构建、方法集成与找矿实践
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作者 肖克炎 王瑶 +6 位作者 李楠 唐瑞 王政尧 宋相龙 孙莉 邹伟 丛源 《地学前缘》 北大核心 2026年第4期12-24,共13页
随着找矿工作全面向深部与隐伏区拓展,传统预测方法与单一机器学习模型面临泛化能力弱、缺乏地质可解释性等严峻挑战。为破解上述难题,本文系统梳理了“数据与知识双驱动”智能找矿范式的发展脉络,并构建了包含“数据知识融合层、智能... 随着找矿工作全面向深部与隐伏区拓展,传统预测方法与单一机器学习模型面临泛化能力弱、缺乏地质可解释性等严峻挑战。为破解上述难题,本文系统梳理了“数据与知识双驱动”智能找矿范式的发展脉络,并构建了包含“数据知识融合层、智能建模解构层、应用验证反馈层”的三层理论架构。本文深入剖析并凝练了打破“黑箱”壁垒的关键技术路径,指出基于知识图谱嵌入与图注意力机制的协同约束是当前实现数据与知识深度融合的核心机制。研究系统阐明了该机制的工作逻辑:通过地质本体的硬约束剔除空间无关噪声,并利用协同赋权的软约束引导模型自适应关注高致矿特征,从而建立了从野外实证到模型迭代优化的完整反馈闭环。综合分析表明,双驱动模式有效实现了人类专家成矿逻辑与机器算力的高效协同,显著提升了找矿模型的可解释性与预测精度。本研究可为推动地质找矿向智能化决策跨越、培育矿业新质生产力提供系统的理论参考与指引。 展开更多
关键词 智能找矿模型 数据与知识双驱动 动态自进化 黑箱解构 机器学习 知识图谱
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基于数据驱动的风电机组预测性维护策略优化
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作者 王飚 王硕 +4 位作者 李德智 李艳波 李杰 李刚 柯吉 《电网技术》 北大核心 2026年第4期1531-1539,I0045,共10页
针对风力发电系统因维护计划不周导致的资源浪费与经济效益低下问题,提出一种融合数据驱动与风电场景特征的预测性维护方法。该方法首先构建一种基于自注意力机制的KAN(Kolmogorov-Arnold Networks)预测模型,用于模拟风机无故障状态下... 针对风力发电系统因维护计划不周导致的资源浪费与经济效益低下问题,提出一种融合数据驱动与风电场景特征的预测性维护方法。该方法首先构建一种基于自注意力机制的KAN(Kolmogorov-Arnold Networks)预测模型,用于模拟风机无故障状态下的理论功率输出,为解决传统理论功率曲线在现场应用中的偏差提供了数据驱动基准。其次,在维护策略优化中,引入了故障修复效果模拟函数、维护激励机制及作业风速安全约束,建立了以利润最大化、停机时间最小化和弃风损失最小化为目标的混合整数规划模型,并采用快速精英多目标遗传算法进行求解。实验结果表明,所提出的KAN预测模型在强波动性场景下仍保持较高精度(RMAPE=25.03%,R^(2)=0.9205);基于此预测的优化维护方案,可在半年期内实现利润达到理想利润的93.24%,相较无优化计划,停机时间减少81.12%。本研究为风电场运维决策提供了兼顾经济性与安全性的精细化调度工具。 展开更多
关键词 数据驱动 场景特征融合 预测性维护 自注意力 KAN网络 NSGA-Ⅱ
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工业企业反哺基础研究的内生动力与阻力研究——基于管理者自利与企业逐利的视角
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作者 王斌 《科技管理研究》 2026年第1期171-183,共13页
提升企业反哺基础研究的内生动力是加强应用性基础研究的关键,而管理者自利性和企业逐利性可能对企业基础研究反哺动力产生复杂影响。为深入探究企业反哺基础研究的内生动力和阻力,基于2010—2020年我国省级区域规上工业企业数据,从管... 提升企业反哺基础研究的内生动力是加强应用性基础研究的关键,而管理者自利性和企业逐利性可能对企业基础研究反哺动力产生复杂影响。为深入探究企业反哺基础研究的内生动力和阻力,基于2010—2020年我国省级区域规上工业企业数据,从管理者自利性和企业逐利性两个层面构造细分因素,藉此考察企业反哺基础研究的内生动力与阻力。研究发现,管理者自利性可激发企业基础研究反哺倾向,但抑制企业基础研究反哺强度;成熟产品市场逐利性和非主营业务逐利性不利于激发企业基础研究反哺动力,新产品市场逐利性却能起到良好激励效应。进一步研究发现,适度提升企业市场集中度和科技转化能力,有助于正向调节管理者自利性与企业逐利性对企业反哺基础研究的影响,但市场过度集中及科技转化能力偏低均严重抑制企业基础研究反哺动力;适度提升财政支持强度,有助于正向调节新产品市场逐利性和非主营业务逐利性对企业基础研究反哺强度的影响,但财政支持强度过低或过高均产生负向作用。在此基础上,从优化政策激励、完善市场结构、强化财政效能、提升转化能力等方面提出相关建议。 展开更多
关键词 基础研究反哺 内生动力 管理者自利性 企业逐利性 规上工业企业
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Investigations for vibration and friction torque behaviors of thrust ball bearing with self-driven textured guiding surface 被引量:4
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作者 Can WU Kai YANG +3 位作者 Jing NI Shuigen LU Lidan YAO Xinglin LI 《Friction》 SCIE EI CAS CSCD 2023年第6期894-910,共17页
In order to improve the starved lubrication condition of rolling bearings,three kinds of textures,namely dimple,groove texture,and gradient groove texture,were developed on the guiding surface of thrust ball bearings ... In order to improve the starved lubrication condition of rolling bearings,three kinds of textures,namely dimple,groove texture,and gradient groove texture,were developed on the guiding surface of thrust ball bearings in this study.The results show that gradient groove texture has the one-way self-driving function of liquid droplets.The root mean square(RMS)value of vibration acceleration of gradient groove textured bearing(GGB)decreased by 49.1% and the kurtosis decreased by 24.6% compared with non-textured bearing(NB)due to the directional spreading effect of gradient groove textures on oil.The frequency domain analysis showed that the textures mainly suppressed the medium and high-frequency energy of bearing vibration,and the GGB was reduced the most with 65.3% and 48%,respectively.In addition,whether the grease is sufficiently sheared has a large impact on the oil guiding effect,and the friction torque of GGB could decrease by 10.5% compared with NB in the sufficiently sheared condition.Therefore,the gradient groove texture with oil self-driven effect on the guiding surface of rolling bearing can effectively improve the lubrication condition of the bearing and thus reduce the bearing vibration and friction torque,which has a promising application prospect. 展开更多
关键词 self-driven textures gradient grooved bearing guiding surface bearing vibration friction torque
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Self-driven directional dehydration enabled eco-friendly manufacture of chrome-free leather 被引量:1
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作者 Yawen Huang Hanzhong Xiao +4 位作者 Haoliang Pu Ni Xue Baicun Hao Xin Huang Bi Shi 《Journal of Leather Science and Engineering》 2022年第1期241-252,共12页
Manufacture of eco-friendly chrome-free leather is of great significance for realizing sustainable development of leather industry.Conventional tanning theory believes that it is impossible to convert raw hide to leat... Manufacture of eco-friendly chrome-free leather is of great significance for realizing sustainable development of leather industry.Conventional tanning theory believes that it is impossible to convert raw hide to leather without the utilization of cross-linking agent(e.g.,chrome salts)among collagen fibers in raw hide.Here,we developed a brand-new leather manufacture strategy that relied on the composite dehydration media enabled self-driven directional dehydration mechanism to accomplish chrome-free leather manufacture for the first time,rather than followed the classic cross-linking mechanism that has been obeyed for more than one century in leather industry.We demonstrated that the essence of leather making is to regulate the water content in raw hide rather than to form cross-linkage among collagen fibers.The composite dehydration media comprised of anhydrous ethanol and molecular sieves(3A activated zeolite powder)successfully guaranteed continuous self-driven directional dehydration of raw hide by establishing stable water concentration gradient between raw hide and ethanol,which significantly increased the dispersity of collagen fibers in raw hide(with the water content reduced from 56.07%to 5.20%),thus obtaining chrome-free leather that is more ecological than chrome-tanned leather due to the elimination of any tanning agent.The as-prepared chrome-free leather exhibited outstanding tear force(174.86 N),tensile strength(24.56 N mm−2),elongation at break(53.28%)and dry-thermal stability,superior to chrome-tanned leather.Notably,the used compos-ite dehydration media was recyclable for chrome-free leather manufacture,therefore facilitating an environmentally benign leather manufacture process.Our investigations are expected to open up a new conceptual leather making strategy that is applicable for realizing substantial manufacture of eco-friendly leather. 展开更多
关键词 Chrome-free leather Eco-friendly manufacture Regulation of water content self-driven directional dehydration Recyclability of dehydration media
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N-TiO_(2)@PVC自降解塑料薄膜的制备及其光催化性能表征
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作者 张玲秀 张琼 《塑料科技》 北大核心 2026年第3期143-147,共5页
研究成功制备氮掺杂二氧化钛(N-TiO_(2))负载于聚氯乙烯(PVC)基体的自降解复合薄膜(NTiO_(2)@PVC),探讨其在可见光驱动下的PVC分子链断裂机制。结果表明:N-TiO_(2)的掺杂显著提升了PVC薄膜的光催化降解性能,N-TiO_(2)在PVC基体中形成了... 研究成功制备氮掺杂二氧化钛(N-TiO_(2))负载于聚氯乙烯(PVC)基体的自降解复合薄膜(NTiO_(2)@PVC),探讨其在可见光驱动下的PVC分子链断裂机制。结果表明:N-TiO_(2)的掺杂显著提升了PVC薄膜的光催化降解性能,N-TiO_(2)在PVC基体中形成了均匀分散的纳米结构。4%N-TiO_(2)@PVC复合膜的光学带隙降至3.29 eV,显著低于纯PVC的5.63 eV,具有最低的光生载流子复合率,提升光催化活性。在紫外线照射400 h后,4%N-TiO_(2)@PVC复合膜的质量损失率达到22.90%,表明其具有优异的光催化降解性能。SEM和FTIR分析证实了N-TiO_(2)在促进PVC链断裂中的关键作用,揭示其在光照下诱导C—Cl键断裂和不饱和/氧化结构生成的机制。 展开更多
关键词 N-TiO_(2)@PVC 自降解薄膜 可见光驱动 分子链断裂 光催化
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