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Recent advances in engineering nano/microrobots for tumor treatment
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作者 Xifeng Qin Ruizhe Xu +5 位作者 Jiayi Wu Yue Liu Ting Wang Hongyan Tu Jia Li Zhiqing Pang 《Acta Pharmaceutica Sinica B》 2025年第12期6222-6252,共31页
Until now,although nanomedicines have gained much success in tumor treatment by reducing severe toxic side effects of drugs and improving the therapeutic efficiency of drugs,they are still faced with thorny challenges... Until now,although nanomedicines have gained much success in tumor treatment by reducing severe toxic side effects of drugs and improving the therapeutic efficiency of drugs,they are still faced with thorny challenges in targeted drug delivery including insufficient targeting accuracy,poor penetration into tumor core,and systemic toxicity issues.Recently,engineering nano/microrobots with multiple remarkable properties such as real-time sensing,interacting and manipulating capabilities,and programmability,have received increasing attention in biomedical applications ranging from disease diagnosis,targeted drug delivery,medical imaging,and surgery.More importantly,in different driven modes,nano/microrobots are capable of performing a wide variety of powerful functions,such as enhancing tissue penetration and payload retention in deep-seated tumors with active navigation,being programmable to release drugs or performing specific tasks directly at the tumor site with high precision and accuracy,automating repeated tumor treatment without the need for frequent interventions,and minimizing out-of-target tissue damage,leading to a huge exploration potential in tumor treatment.In this review,we delve into the recent progress and the development direction of nano/microrobots for tumor treatment and emphasize the working mechanisms and the unique functionalities of different driven modes in detail.Meanwhile,we elaborate on the application of nano/microrobots fabricated from various types of materials in tumor therapy.Finally,the key factors to be considered in the clinical translation of the above nano/microrobots are proposed. 展开更多
关键词 nano/microrobots Tumor treatment Driven mode Biomedical applications Drug delivery Targeted therapy Autonomous navigation BIOCOMPATIBILITY
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From Biohybrid Actuators To Smart Manufacturing:Advancing Microrobots for Minimally Invasive Medicine
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作者 Wenqi Zhang Gongxin Li +1 位作者 Xiaoli Luan Fei Liu 《Journal of Bionic Engineering》 2026年第1期99-125,共27页
Microrobotic systems are emerging as transformative technology for minimally invasive medicine,driven by innovations in actuation mechanisms,advanced fabrication paradigms,and multifunctional system integration.This c... Microrobotic systems are emerging as transformative technology for minimally invasive medicine,driven by innovations in actuation mechanisms,advanced fabrication paradigms,and multifunctional system integration.This comprehensive review analyzes the evolution of microrobotic technologies through three critical dimensions:(1)actuation modalities,including magnetic,optical,acoustic,chemical,and biological actuation,with a focus on the synergistic advantages of hybrid actuation strategies in complex internal physiological environments;(2)Fabrication methods cover technolo-gies such as photolithography,microinjection molding,self-assembly,and 3D printing,emphasizing innovative strategies involving multi-technology integration and collaborative manufacturing of bio/non-bio hybrid materials;(3)Internal phys-iological applications involve disease diagnosis,targeted drug delivery,minimally invasive surgery,tissue engineering,and cell manipulation,highlighting the broad prospects of microrobots in precision medicine.Despite remarkable progress,critical challenges remain,including low actuation efficiency,as seen in acoustic systems,limited biocompatibility,exem-plified by the toxicity of hydrogen peroxide in chemical actuation,delayed clinical translation,and other related challenges that must be addressed to advance the field. 展开更多
关键词 microrobots Actuation modalities Fabrication techniques Medical robots Targeted drug delivery Minimally invasive surgery
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Real-time teleoperation of magnetic force-driven microrobots with a motion model and stable haptic force feedback for micromanipulation
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作者 Yasin Cagatay Duygu Baijun Xie +2 位作者 Xiao Zhang Min Jun Kim Chung Hyuk Park 《Nanotechnology and Precision Engineering》 2025年第2期63-76,共14页
Microrobots powered by an external magnetic field could be used for sophisticated medical applications such as cell treatment,micromanipulation,and noninvasive surgery inside the body.Untethered microrobot application... Microrobots powered by an external magnetic field could be used for sophisticated medical applications such as cell treatment,micromanipulation,and noninvasive surgery inside the body.Untethered microrobot applications can benefit from haptic technology and telecommunication,enabling telemedical micro-manipulation.Users can manipulate the microrobots with haptic feedback by interacting with the robot operating system remotely in such applications.Artificially created haptic forces based on wirelessly transmitted data and model-based guidance can aid human operators with haptic sensations while manipulating microrobots.The system presented here includes a haptic device and a magnetic tweezer system linked together using a network-based teleoperation method with motion models in fluids.The magnetic microrobots can be controlled remotely,and the haptic interactions with the remote environment can be felt in real time.A time-domain passivity controller is applied to overcome network delay and ensure stability of communication.This study develops and tests a motion model for microrobots and evaluates two image-based 3D tracking algorithms to improve tracking accuracy in various Newtonian fluids.Additionally,it demonstrates that microrobots can group together to transport multiple larger objects,move through microfluidic channels for detailed tasks,and use a novel method for disassembly,greatly expanding their range of use in microscale operations.Remote medical treatment in multiple locations,remote delivery of medication without the need for physical penetration of the skin,and remotely controlled cell manipulations are some of the possible uses of the proposed technology. 展开更多
关键词 microrobot Magnetic control Haptic force-feedback microrobot motion model Telemanipulation
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Comparative Study on Load-Carrying Capacity of Insect-Scale Microrobots with Rear-Leg Actuation and Front-Leg Actuation Configurations
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作者 Lizhao Wei Wencheng Zhan +7 位作者 Xian Yu Feng Yan Haoxuan Wang Jiaming Leng Heming Xu Pei Cai Xiaojun Yan Zhiwei Liu 《Journal of Bionic Engineering》 2025年第5期2383-2395,共13页
Locomotion performance degradation after carrying payloads is a significant challenge for insect-scale microrobots.Previously,a legged microrobot named BHMbot with a high load-carrying capacity based on front-leg actu... Locomotion performance degradation after carrying payloads is a significant challenge for insect-scale microrobots.Previously,a legged microrobot named BHMbot with a high load-carrying capacity based on front-leg actuation configuration and efficient running gait was proposed.However,insects,mammals and reptiles in nature typically use their powerful rear legs to achieve rapid running gaits for predation or risk evasion.In this work,the load-carrying capacity of the BHMbots with front-leg actuation and rear-leg actuation configurations is comparatively studied.Simulations based on a dynamic model with four degrees of freedom,along with experiments,have been conducted to analyze the locomotion characteristics of the two configurations under different payload masses.Both simulation and experimental results indicate that the load-carrying capacity of the microrobots is closely related to their actuation configurations,which leads to different dynamic responses of the microrobots after carrying varying payload masses.For microrobots with body lengths of 15 mm,the rear-leg actuation configuration exhibits a 31.2%enhancement in running speed compared to the front-leg actuation configuration when unloaded.Conversely,when carrying payloads exceeding 5.7 times the body mass(350 mg),the rear-leg actuation configuration demonstrates an 80.1%reduction in running speed relative to the front-leg actuation configuration under the same payload conditions. 展开更多
关键词 Insect-scale legged microrobots Actuation configurations Load-carrying capacity Locomotion analysis
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Automatic Control of Magnetic Helical Microrobots Docking with Target Objects in Liquid Environments
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作者 Fu Zhao Haoran Rong Lefeng Wang 《Journal of Bionic Engineering》 2025年第2期574-584,共11页
Bio-inspired magnetic helical microrobots have great potential for biomedical and micromanipulation applications. Precise interaction with objects in liquid environments is an important prerequisite and challenge for ... Bio-inspired magnetic helical microrobots have great potential for biomedical and micromanipulation applications. Precise interaction with objects in liquid environments is an important prerequisite and challenge for helical microrobots to perform various tasks. In this study, an automatic control method is proposed to realize the axial docking of helical microrobots with arbitrarily placed cylindrical objects in liquid environments. The docking process is divided into ascent, approach, alignment, and insertion stages. First, a 3D docking path is planned according to the positions and orientations of the microrobot and the target object. Second, a steering-based 3D path-following controller guides the helical microrobot to rise away from the container bottom and approach the target along the path. Third, based on path design with gravity compensation and steering output limits, alignment of position and orientation can be accomplished simultaneously. Finally, the helical microrobot completes the docking under the rotating magnetic field along the target orientation. Experiments verified the automatic docking of the helical microrobot with static targets, including connecting with micro-shafts and inserting into micro-tubes. The object grasping of a reconfigurable helical microrobot aided by 3D automatic docking was also demonstrated. This method enables precise docking of helical microrobots with objects, which might be used for capture and sampling, in vivo navigation control, and functional assembly of microrobots. 展开更多
关键词 Magnetic actuation Helical microrobots Visual servo Motion control DOCKING
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基于声发射技术的Nano-SiO_(2)/钢纤维改性混凝土冻融损伤演化规律研究
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作者 彭磊 赵洪 +2 位作者 唐卓 龙朝飞 龙广成 《铁道科学与工程学报》 北大核心 2026年第1期171-182,共12页
为研究冻融循环作用下单掺/复掺Nano-SiO_(2)和钢纤维体系下改性混凝土的损伤机制,开展不同冻融循环次数后的混凝土劈裂拉伸试验,并采用声发射(acoustic emission,AE)技术分析改性混凝土的冻融损伤演化规律。结果表明:随着冻融循环次数... 为研究冻融循环作用下单掺/复掺Nano-SiO_(2)和钢纤维体系下改性混凝土的损伤机制,开展不同冻融循环次数后的混凝土劈裂拉伸试验,并采用声发射(acoustic emission,AE)技术分析改性混凝土的冻融损伤演化规律。结果表明:随着冻融循环次数的增加,改性混凝土的峰值荷载和AE累计能量均呈下降趋势,且峰值荷载与AE累计能量之间符合正相关的对数函数关系。Nano-SiO_(2)和钢纤维的掺入改善了基体性能,降低了冻融循环引发的AE累积能量损失。声发射b值演化特征表明,冻融循环导致劈拉荷载作用下裂纹扩展更具分散性,使混凝土的b值在失稳阶段波动频率显著提高,呈现非稳定的延性破坏特征,而钢纤维通过桥接作用缓解了失稳阶段b值的频繁波动,有助于维持稳定的延性破坏特征。RA-AF关联分析发现,冻融循环促进了劈拉荷载作用下受拉区裂纹的优先扩展,Nano-SiO_(2)和钢纤维的掺入能够减缓拉伸裂纹的增长。此外,基于50~100 kHz峰值频率范围内的AE能量变化得出,冻融循环导致了混凝土界面过渡区的劣化,使界面的AE能量显著降低。Nano-SiO_(2)和钢纤维的掺入能够显著提升混凝土的界面AE能量,同时降低冻融循环对于界面的劣化作用。研究成果可为Nano-SiO_(2)及钢纤维改性混凝土在寒冷环境下高耐久性混凝土的设计及损伤监测提供参考。 展开更多
关键词 冻融循环 nano-SiO_(2) 钢纤维 混凝土 声发射技术 损伤规律
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An Ultrasonic Microrobot Enabling Ultrafast Bidirectional Navigation in Confinned Tubular Environments
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作者 Meng Cui Liyun Zhen +5 位作者 Xingyu Bai Lihan Yu Xuhao Chen Jingquan Liu Qingkun Liu Bin Yang 《Nano-Micro Letters》 2026年第2期183-198,共16页
Pipelines are extensively used in environments such as nuclear power plants,chemical factories,and medical devices to transport gases and liquids.These tubular environments often feature complex geometries,confined sp... Pipelines are extensively used in environments such as nuclear power plants,chemical factories,and medical devices to transport gases and liquids.These tubular environments often feature complex geometries,confined spaces,and millimeter-scale height restrictions,presenting significant challenges to conventional inspection methods.Here,we present an ultrasonic microrobot(weight,80 mg;dimensions,24 mm×7 mm;thickness,210μm)to realize agile and bidirectional navigation in narrow pipelines.The ultrathin structural design of the robot is achieved through a high-performance piezoelectric composite film microstructure based on MEMS technology.The robot exhibits various vibration modes when driven by ultrasonic frequency signals,its motion speed reaches81 cm s-1 at 54.8 k Hz,exceeding that of the fastest piezoelectric microrobots,and its forward and backward motion direction is controllable through frequency modulation,while the minimum driving voltage for initial movement can be as low as 3 VP-P.Additionally,the robot can effortlessly climb slopes up to 24.25°and carry loads more than 36 times its weight.The robot is capable of agile navigation through curved L-shaped pipes,pipes made of various materials(acrylic,stainless steel,and polyvinyl chloride),and even over water.To further demonstrate its inspection capabilities,a micro-endoscope camera is integrated into the robot,enabling real-time image capture inside glass pipes. 展开更多
关键词 Ultrasonic microrobot Piezoelectric composite film microstructure MEMS fabrication Bidirectional locomotion Confined pipeline inspection
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Micro/Nano‑Reconfigurable Robots for Intelligent Carbon Management in Confined‑Space Life‑Support Systems
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作者 Wei Lu Rimei Chen +5 位作者 Lianlong Zhan Qin Xiang Renting Huang Lei Wang Shuangfei Wang Hui He 《Nano-Micro Letters》 2026年第3期210-226,共17页
Strategically coupling nanoparticle hybrids and internal thermosensitive molecular switches establishes an innovative paradigm for constructing micro/nanoscale-reconfigurable robots,facilitating energyefficient CO_(2)... Strategically coupling nanoparticle hybrids and internal thermosensitive molecular switches establishes an innovative paradigm for constructing micro/nanoscale-reconfigurable robots,facilitating energyefficient CO_(2) management in life-support systems of confined space.Here,a micro/nano-reconfigurable robot is constructed from the CO_(2) molecular hunters,temperature-sensitive molecular switch,solar photothermal conversion,and magnetically-driven function engines.The molecular hunters within the molecular extension state can capture 6.19 mmol g^(−1) of CO_(2) to form carbamic acid and ammonium bicarbonate.Interestingly,the molecular switch of the robot activates a molecular curling state that facilitates CO_(2) release through nano-reconfiguration,which is mediated by the temperature-sensitive curling of Pluronic F127 molecular chains during the photothermal desorption.Nano-reconfiguration of robot alters the amino microenvironment,including increasing surface electrostatic potential of the amino group and decreasing overall lowest unoccupied molecular orbital energy level.This weakened the nucleophilic attack ability of the amino group toward the adsorption product derivatives,thereby inhibiting the side reactions that generate hard-to-decompose urea structures,achieving the lowest regeneration temperature of 55℃ reported to date.The engine of the robot possesses non-contact magnetically-driven micro-reconfiguration capability to achieve efficient photothermal regeneration while avoiding local overheating.Notably,the robot successfully prolonged the survival time of mice in the sealed container by up to 54.61%,effectively addressing the issue of carbon suffocation in confined spaces.This work significantly enhances life-support systems for deep-space exploration,while stimulating innovations in sustainable carbon management technologies for terrestrial extreme environments. 展开更多
关键词 Micro/nano RECONFIGURABLE Robot Confined space CO_(2)management Efficient regeneration
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基于Arduino Nano的遥控式路面清障车
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作者 秦浩 孟繁星 +2 位作者 孙伟桐 王立伟 毕瑞阳 《物联网技术》 2026年第4期90-93,98,共5页
随着经济及交通的发展,交通事故日益频发。其中常见的人工清障需要大量的人力,且危险系数较高;而吊车、铲车等机械装卸成本较高,而且对机械控制人员的经验要求较高。清障车是一种具有道路抢险作业装备,能够起吊和托起事故、违章或损坏车... 随着经济及交通的发展,交通事故日益频发。其中常见的人工清障需要大量的人力,且危险系数较高;而吊车、铲车等机械装卸成本较高,而且对机械控制人员的经验要求较高。清障车是一种具有道路抢险作业装备,能够起吊和托起事故、违章或损坏车辆,并能快速离开事故现场的专用车辆。出于对经济和操控难易度等方面考虑,使用Arduino Nano主控板,借鉴吊车和挖掘机的思路,将仿生机械臂与仿生多形态智能车底盘结合,使其能够进行清障、搬运、装卸等操作。改用更加安全且易上手的遥控远程控制设计,通过NRF24L01无线模块遥控器来控制清障车的行动轨迹及工作动作,使之在运行中保持一定抓取能力的同时具有一定的机动性。不仅如此,采用麦克纳姆轮代替了传统的轮胎,使其除能够正常的行走、转弯、掉头外,还能进行平移,使其能在空间更加狭小的环境中工作,在行动上更加灵活。 展开更多
关键词 清障车 遥控 Arduino nano 机械臂 麦克纳姆轮 NRF24L01
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基于PP-liteseg和Jetson Orin Nano的香菇菌棒表型测量方法 被引量:1
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作者 梁秀英 刘欢 +2 位作者 米盼盼 边银丙 杨万能 《农业机械学报》 北大核心 2025年第3期140-147,179,共9页
针对香菇育种过程中表型性状考察困难、人工测量费时费力的问题,提出一种适用于Jetson Orin Nano平台部署的香菇菌棒表型测量方法。使用手机和工业相机对3种不同数据来源的香菇菌棒进行图像采集,标注香菇菌落数据集并进行增强;比较了Bis... 针对香菇育种过程中表型性状考察困难、人工测量费时费力的问题,提出一种适用于Jetson Orin Nano平台部署的香菇菌棒表型测量方法。使用手机和工业相机对3种不同数据来源的香菇菌棒进行图像采集,标注香菇菌落数据集并进行增强;比较了Bisenet、Stdcseg、U-net、Deeplabv3p、PP-liteseg 5个分割模型在Test-A、Test-B和Test-C测试集上的分割效果,结果表明PP-liteseg的普适性优于其他网络,PP-liteseg分割模型在3个测试集上的平均交并比超过97.53%,平均像素准确率高于99.49%,推理单幅图像耗时660 ms;为进一步平衡模型准确性和实时性,采用量化蒸馏方式对PP-liteseg模型进行压缩,并部署到Jetson Orin Nano平台上,压缩后的模型在Test-B测试集上的平均交并比和平均像素准确率分别为97.50%和99.51%,推理单幅图像耗时43.63 ms,比压缩前缩短近64%;采用PP-liteseg分割香菇菌棒图像,提取菌落表型,再根据菌落径向长度和轴向宽度得到菌丝生长长度,与人工测量值相比,菌丝生长长度平均绝对百分比误差、均方根误差和决定系数分别为1.874%、0.148 cm、0.918;采用该方法测量了6个菌株在连续4 d内的菌丝生长长度,结果表明,6个菌株的菌丝生长速度无论在单日还是在整个培养期内均有差异,其中49号和168号菌株差异最大。研究表明,本文方法适用于香菇菌棒表型测量,并能够以良好的准确性和实时性在Jetson Orin Nano平台上运行。 展开更多
关键词 香菇菌棒 菌丝生长长度 PP-liteseg Jetson Orin nano 模型轻量化 表型
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Sin-QuEChERS Nano-UPLC-MS/MS检测大米中甲氨基阿维菌素苯甲酸盐残留
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作者 罗宽能 黄子杰 +3 位作者 黄朋勉 刘勇 杨姝萍 张洪刚 《食品与机械》 北大核心 2025年第8期61-65,共5页
[目的]建立一种新的Sin-QuEChERS Nano-三重四极杆液质联用仪(UPLC-MS/MS)检测大米中甲氨基阿维菌素苯甲酸盐(甲维盐)残留的方法。[方法]样品经0.1%甲酸—乙腈提取后,N-丙基乙二胺(PSA)和多壁碳纳米管(MWCNTs)填料净化,以0.1%甲酸水和... [目的]建立一种新的Sin-QuEChERS Nano-三重四极杆液质联用仪(UPLC-MS/MS)检测大米中甲氨基阿维菌素苯甲酸盐(甲维盐)残留的方法。[方法]样品经0.1%甲酸—乙腈提取后,N-丙基乙二胺(PSA)和多壁碳纳米管(MWCNTs)填料净化,以0.1%甲酸水和乙腈为流动相梯度洗脱,经C18色谱柱分离,采用三重四极杆液质联用仪测定。[结果]甲维盐的定量限为0.001 5 mg/kg,方法检出限为0.000 5 mg/kg。甲维盐在1~100 ng/mL质量浓度范围内呈良好的线性关系,相关系数>0.999 5。在2,10,50μg/kg添加水平下,甲维盐的平均回收率为86.9%~110.2%,相对标准偏差为0.98%~7.21%。[结论]该方法高效简便、稳定性好、灵敏度高,适用于大米中甲维盐的检测。 展开更多
关键词 Sin-QuEChERS nano 甲维盐 大米
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3D printed ultra-fast photothermal responsive shape memory hydrogel for microrobots 被引量:4
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作者 Ziheng Zhan Lei Chen +3 位作者 Huigao Duan Yiqin Chen Min He Zhaolong Wang 《International Journal of Extreme Manufacturing》 SCIE EI 2022年第1期109-118,共10页
Hydrogels with stimuli-responsive capabilities are gaining more and more attention nowadays with prospective applications in biomedical engineering,bioelectronics,microrobot,etc.We develop a photothermal responsive hy... Hydrogels with stimuli-responsive capabilities are gaining more and more attention nowadays with prospective applications in biomedical engineering,bioelectronics,microrobot,etc.We develop a photothermal responsive hydrogel based on N-isopropylacrylamide that achieved a fast and reversible deformation manipulated only by near-infrared(NIR)light.The hydrogel was fabricated by the projection micro stereolithography based 3D printing technique,which can rapidly prototype complex 3D structures.Furthermore,with the variation of the grayscale while manufacturing the hydrogel,the deformation of the hydrogel structure can be freely tuned within a few seconds by losing and absorbing water through adjusting the intensity and the irradiation direction of the NIR light,showing a potential application in ultra-fast object grabbing and transportation.The present study provides a new method for designing ultrafast photothermal responsive hydrogel based microrobot working in water. 展开更多
关键词 HYDROGEL 3D printing photo-thermal response shape memory microrobot
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Development of ICPF Actuated Underwater Microrobots 被引量:4
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作者 Xiu-Fen Ye Bao-Feng Gao +1 位作者 Shu-Xiang Guo Li-Quan Wang 《International Journal of Automation and computing》 EI 2006年第4期382-391,共10页
It is our target to develop underwater microrobots for medical and industrial applications.This kind of underwater microrobots should have the characteristics of flexibility,good response and safety.Its structure shou... It is our target to develop underwater microrobots for medical and industrial applications.This kind of underwater microrobots should have the characteristics of flexibility,good response and safety.Its structure should be simple and it can be driven by low voltage and produces no pollution or noise.The low actuating voltage and quick bending responses of Ionic Conducting Polymer Film(ICPF)are considered very useful and attractive for constructing various types of actuators and sensors.In this paper,we will first study the characteristics of the ICPF actuator used in underwater microrobot to realize swimming and walking.Then,we propose a new prototype model of underwater swimming microrobot utilizing only one piece of ICPF as the servo actuator.Through theoretic analysis,the motion mechanism of the microrobot is illustrated.It can swim forward and vertically.The relationships between moving speed and signal voltage amplitude and signal frequency is obtained after experimental study.Lastly,we present a novel underwater crab-like walking microrobot named crabliker-1.It has eight legs,and each leg is made up of two pieces of ICPF.Three sample processes of the octopod gait are proposed with a new analyzing method.The experimental results indicate that the crab-like underwater microrobot can perform transverse and rotation movement when the legs of the crab collaborate. 展开更多
关键词 Underwater microrobot Ionic Conducting Polymer Film(ICPF)actuator motion mechanism GAIT
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Delivering Microrobots in the Musculoskeletal System
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作者 Mumin Cao Renwang Sheng +10 位作者 Yimin Sun Ying Cao Hao Wang Ming Zhang Yunmeng Pu Yucheng Gao Yuanwei Zhang Panpan Lu Gaojun Teng Qianqian Wang Yunfeng Rui 《Nano-Micro Letters》 SCIE EI CAS CSCD 2024年第11期585-617,共33页
Disorders of the musculoskeletal system are the major contributors to the global burden of disease and current treatments show limited efficacy.Patients often suffer chronic pain and might eventually have to undergo e... Disorders of the musculoskeletal system are the major contributors to the global burden of disease and current treatments show limited efficacy.Patients often suffer chronic pain and might eventually have to undergo end-stage surgery.Therefore,future treatments should focus on early detection and intervention of regional lesions.Microrobots have been gradually used in organisms due to their advantages of intelligent,precise and minimally invasive targeted delivery.Through the combination of control and imaging systems,microrobots with good biosafety can be delivered to the desired area for treatment.In the musculoskeletal system,microrobots are mainly utilized to transport stem cells/drugs or to remove hazardous substances from the body.Compared to traditional biomaterial and tissue engineering strategies,active motion improves the efficiency and penetration of local targeting of cells/drugs.This review discusses the frontier applications of microrobotic systems in different tissues of the musculoskeletal system.We summarize the challenges and barriers that hinder clinical translation by evaluating the characteristics of different microrobots and finally point out the future direction of microrobots in the musculoskeletal system. 展开更多
关键词 microrobot Musculoskeletal system Targeted delivery microrobotic systems Magnetic actuation
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基于YOLOX—Nano的稻田空心莲子草目标检测方法研究 被引量:1
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作者 梁松 李华锋 +3 位作者 邓向武 谢新雪 李岳鑫 刘星晨 《中国农机化学报》 北大核心 2025年第7期173-180,共8页
稻田空心莲子草为稻田外来入侵恶性杂草,在秧苗封行前与水稻幼苗共同竞争水、肥、光和生长空间等资源,进而影响水稻产量。目前主要采用化学喷施除草剂对草害进行防治,如果在稻田无差别地喷施化学除草剂,不仅污染环境,还对稻田秧苗产生... 稻田空心莲子草为稻田外来入侵恶性杂草,在秧苗封行前与水稻幼苗共同竞争水、肥、光和生长空间等资源,进而影响水稻产量。目前主要采用化学喷施除草剂对草害进行防治,如果在稻田无差别地喷施化学除草剂,不仅污染环境,还对稻田秧苗产生一定的药害。随着深度学习的快速发展,根据稻田杂草的区域位置进行除草剂精准喷施已成为可能。YOLO系列具有高效推理能力及快速迭代的特点,系列版本体积小,方便嵌入手机或其他终端产品。以秧苗未封行前稻田中的恶性杂草空心莲子草为研究对象,针对YOLOX一阶段目标检测模型系列,YOLOX—Nano虽然在YOLOX系列中性能不是最优,但是其在YOLOX几个版本中体积最小,方便嵌入手机或其他终端产品,最终选择YOLOX系列中的YOLOX—Nano模型。同时构建YOLOv3、YOLOv4—tiny、YOLOv5—s、SSD和YOLOX—Nano等空心莲子草目标检测模型,并进行性能实验对比。结果表明,基于YOLOX—Nano的空心莲子草目标检测模型中召回率Recall、mAP、F 1值都高于YOLOv3、YOLOv4—tiny、SSD和YOLOv5—s模型,分别达到97.14%、96.72%和93%。针对秧苗和空心莲子草之间不同程度的轻微遮挡和部分严重遮挡图像,基于YOLOX—Nano的空心莲子草目标检测模型检测效果好于YOLOv3、YOLOv4—tiny、SSD和YOLOv5—s。 展开更多
关键词 空心莲子草 稻田 目标检测 除草 YOLOX—nano
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一种低功耗嵌入式的YOLOv8-NANO智能垃圾快速分拣系统 被引量:1
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作者 竺春祥 舒红 +1 位作者 杨波 王斌锐 《科学技术与工程》 北大核心 2025年第9期3806-3812,共7页
为解决垃圾自动分拣难题,设计了以人工智能计算平台Jetson NANO和YOLOv8算法为基础的生活垃圾智能分拣系统。首先,采用轻量化YOLOv8多目标检测算法将垃圾分为四大类并实现在有遮挡情况下的准确识别;其次,基于CoreXY坐标变换算法实现机... 为解决垃圾自动分拣难题,设计了以人工智能计算平台Jetson NANO和YOLOv8算法为基础的生活垃圾智能分拣系统。首先,采用轻量化YOLOv8多目标检测算法将垃圾分为四大类并实现在有遮挡情况下的准确识别;其次,基于CoreXY坐标变换算法实现机械爪抓取的最佳角度判断与垃圾精准抓取;最后,基于TensorRT优化技术实现轻量化YOLOv8多目标检测算法在NANO硬件平台的部署,完成基于YOLOv8-NANO的四大类垃圾智能分拣系统整体构建。实验验证结果表明:在自制的包含四大类共13小类垃圾测试中,分拣系统可以有效实现单目标与多目标的检测,检测mAP0.5:0.95(当IoU阈值在0.5~0.95逐步增加时的平均精度)为97.3%,目标检测速度达到30.6帧/s,垃圾分拣速度最快可达6件/min。 展开更多
关键词 YOLOv8 Jetson nano TensorRT部署 多目标检测 识别抓取
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Autonomous docking based on infrared sensors for mobile self-reconfigurable relay microrobots
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作者 张大伟 Li Zhenbo Chen Jiapin 《High Technology Letters》 EI CAS 2013年第1期18-23,共6页
A simple autonomous docking method based on infrared sensors for mobile self-reconfigurable relay microrobots is proposed in the paper.The IR guidance system composed of an IR receiver and four IR emitters is designed... A simple autonomous docking method based on infrared sensors for mobile self-reconfigurable relay microrobots is proposed in the paper.The IR guidance system composed of an IR receiver and four IR emitters is designed,analyzed and developed.The autonomous docking control method based on centering alignment and dynamic motion planning is adopted so that it has high efficiency and reliability.Two basic microrobot prototypes are developed,and related docking experiments are done to verify the feasibility of the approach. 展开更多
关键词 mobile microrobot SELF-RECONFIGURATION AUTONOMOUS DOCKING INFRARED
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Application of magnetotactic bacteria as engineering microrobots:Higher delivery efficiency of antitumor medicine
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作者 Jing Zhang Charles Wang +4 位作者 Yaoyao Zhang Haining Xia Yujuan Wang Kun Ma junfeng Wang 《Chinese Chemical Letters》 SCIE CAS CSCD 2024年第10期139-146,共8页
For a significant duration,enhancing the efficacy of cancer therapy has remained a critical concern.Magnetotactic bacteria(MTB),often likened to micro-robots,hold substantial promise as a drug delivery system.MTB,clas... For a significant duration,enhancing the efficacy of cancer therapy has remained a critical concern.Magnetotactic bacteria(MTB),often likened to micro-robots,hold substantial promise as a drug delivery system.MTB,classified as anaerobic,aquatic,and gram-negative microorganisms,exhibit remarkable motility and precise control over their internal biomineralization processes.This unique ability results in the formation of magnetic nanoparticles arranged along filamentous structures in a catenary fashion,enclosed within a membrane.These bacteria possess distinctive biochemical properties that facilitate their precise positioning within complex environments.By harnessing these biochemical attributes,MTB could potentially offer substantial advantages in the realm of cancer therapy.This article reviews the drug delivery capabilities of MTB in tumor treatment and explores various applications based on their inherent properties.The objective is to provide a comprehensive understanding of MTB-driven drug delivery and stimulate innovative insights in this field. 展开更多
关键词 Magnetotactic bacteria Engineering microrobot Tumor treatment Drug delivery BIOCONJUGATION
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Nano-TiO_(2)/AFC光催化复合材料的制备及其在流动染料废水中的应用 被引量:1
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作者 李镒成 刘应寿 +6 位作者 陈友梅 黎阳 储智尧 张辉 陈璐 王华 薛安 《印染》 北大核心 2025年第5期56-60,共5页
采用溶胶-凝胶、煅烧固化工艺制备了纳米二氧化钛/氧化铝泡沫陶瓷(nano-TiO_(2)/AFC)复合材料,并通过扫描电子显微镜能谱联用仪、X射线衍射仪、紫外-可见光分光光度计等对nano-TiO_(2)/AFC复合材料的结构与性能进行了表征。结果表明:复... 采用溶胶-凝胶、煅烧固化工艺制备了纳米二氧化钛/氧化铝泡沫陶瓷(nano-TiO_(2)/AFC)复合材料,并通过扫描电子显微镜能谱联用仪、X射线衍射仪、紫外-可见光分光光度计等对nano-TiO_(2)/AFC复合材料的结构与性能进行了表征。结果表明:复合材料对流动状态的罗丹明B溶液的降解效率相比静止状态显著提升;降解效率随泡沫陶瓷载体孔径的增大表现出先增加后减小的趋势,当泡沫陶瓷孔径为0.85 mm(30 ppi)时具有最佳的光催化降解效率,光照3 h对罗丹明B、刚果红和亚甲基蓝的降解率分别为98.48%、91.11%和93.80%;nano-TiO_(2)/AFC复合材料经煅烧恢复-循环使用5次后对罗丹明B的光催化降解率仍在97.19%以上,循环使用稳定性优异,有效解决了粉末光催化剂流失的问题,具备工业化应用前景。 展开更多
关键词 氧化铝泡沫陶瓷 纳米二氧化钛 复合材料 流动染料废水 循环稳定性
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