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Finite Element Simulation Analysis of a Novel 3D-FRSPA for Crawling Locomotion
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作者 Bingzhu Wang Xiangrui Ye 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第5期1401-1425,共25页
A novel three-dimensional-fiber reinforced soft pneumatic actuator(3D-FRSPA)inspired by crab claw and human hand structure that can bend and deform independently in each segment is proposed.It has an omni-directional ... A novel three-dimensional-fiber reinforced soft pneumatic actuator(3D-FRSPA)inspired by crab claw and human hand structure that can bend and deform independently in each segment is proposed.It has an omni-directional bending configuration,and the fibers twined symmetrically on both sides to improve the bending performance of FRSPA.In this paper,the static and kinematic analysis of 3D-FRSPA are carried out in detail.The effects of fiber,pneumatic chamber and segment length,and circular air chamber radius of 3D-FRSPA on the mechanical performance of the actuator are discussed,respectively.The soft mobile robot composed of 3D-FRSPA has the ability to crawl.Finally,the crawling processes of the soft mobile robot on different road conditions are studied,respectively,and the motion mechanism of the mobile actuator is shown.The numerical results show that the soft mobile robots have a good comprehensive performance,which verifies the correctness of the proposedmodel.This work shows that the proposed structures have great potential in complex road conditions,unknown space detection and other operations. 展开更多
关键词 3D-FRSPA bionic structure theoretical modeling crawling application obstacle avoidance analysis numerical investigation
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A Survey about Algorithms Utilized by Focused Web Crawler
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作者 Yong-Bin Yu Shi-Lei Huang +3 位作者 Nyima Tashi Huan Zhang Fei Lei Lin-Yang Wu 《Journal of Electronic Science and Technology》 CAS CSCD 2018年第2期129-138,共10页
Abstract—Focused crawlers (also known as subjectoriented crawlers), as the core part of vertical search engine, collect topic-specific web pages as many as they can to form a subject-oriented corpus for the latter ... Abstract—Focused crawlers (also known as subjectoriented crawlers), as the core part of vertical search engine, collect topic-specific web pages as many as they can to form a subject-oriented corpus for the latter data analyzing or user querying. This paper demonstrates that the popular algorithms utilized at the process of focused web crawling, basically refer to webpage analyzing algorithms and crawling strategies (prioritize the uniform resource locator (URLs) in the queue). Advantages and disadvantages of three crawling strategies are shown in the first experiment, which indicates that the best-first search with an appropriate heuristics is a smart choice for topic-oriented crawlingwhile the depth-first search is helpless in focused crawling. Besides, another experiment on comparison of improved ones (with a webpage analyzing algorithm added) is carried out to verify that crawling strategies alone are not quite efficient for focused crawling and in most cases their mutual efforts are taken into consideration. In light of the experiment results and recent researches, some points on the research tendency of focused crawler algorithms are suggested. 展开更多
关键词 crawling strategies focused crawler harvest rate uniform resource locator(URL) prioritizing webpage analyzing
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分布式Web Crawler的研究:结构、算法和策略 被引量:23
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作者 叶允明 于水 +2 位作者 马范援 宋晖 张岭 《电子学报》 EI CAS CSCD 北大核心 2002年第12A期2008-2011,共4页
本文介绍了一个大型分布式Web Crawler系统——Igloo 1.2版。它采用分布式的系统结构,通过我们设计的二级哈希映射算法使系统可以进行高效的任务分割,并且系统的规模动态可扩展.爬行网页的质量是评价Crawler的一个重要指标,Igloo以PageR... 本文介绍了一个大型分布式Web Crawler系统——Igloo 1.2版。它采用分布式的系统结构,通过我们设计的二级哈希映射算法使系统可以进行高效的任务分割,并且系统的规模动态可扩展.爬行网页的质量是评价Crawler的一个重要指标,Igloo以PageRank值作为网页质量评价的标准,从而提高了爬行质量.加快爬行速度的关键是如何解除Crawler系统中的性能瓶颈,本文对此也作了详细的讨论,并提出了一种基于“滞后合并”策略的UBL数据库存取方法.实验表明,Igloo在保持高性能的同时能快速爬行到高质量的网页. 展开更多
关键词 WEB爬虫 爬行策略 分布式系统 计算机网络 网页
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Strategy to control crawling vehicles with automated mechanical transmission 被引量:2
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作者 王洪亮 刘海鸥 王娟 《Journal of Beijing Institute of Technology》 EI CAS 2013年第2期197-201,共5页
In order to move vehicles with automated mechanical transmission (AMT) a little bit of distance, such as reversing into or moving in a garage, a control strategy for crawling vehicles was proposed. Based on the dyna... In order to move vehicles with automated mechanical transmission (AMT) a little bit of distance, such as reversing into or moving in a garage, a control strategy for crawling vehicles was proposed. Based on the dynamic analysis of vehicle starting process and requirements of crawl driv- ing for the vehicle, a control strategy of the clutch was designed. The strategy increased the.slipping friction torque first and then decreased it, in order to realize the crawl driving. The speed increased by the engagement of the clutch, and then the clutch turned to disengage to the half disengage point, when the speed met the requirements. Based on the control strategy, a control software was de- signed. In the end, the software was tested on a vehicle with AMT. The lowest steady vehicle speed was reduced to 40% of the original value, which was set in the control strategy. 展开更多
关键词 automated mechanical transmission (AMT) crawl driving CLUTCH control strategy
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New focused crawling algorithm 被引量:1
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作者 SuGuiyang LiJianhua MaYinghua LiShenghong SongJuping 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第1期199-203,共5页
Focused carawling is a new research approach of search engine. It restricts information retrieval and provides search service in specific topic area. Focused crawling search algorithm is a key technique of focused cra... Focused carawling is a new research approach of search engine. It restricts information retrieval and provides search service in specific topic area. Focused crawling search algorithm is a key technique of focused crawler which directly affects the search quality. This paper first introduces several traditional topic-specific crawling algorithms, then an inverse link based topic-specific crawling algorithm is put forward. Comparison experiment proves that this algorithm has a good performance in recall, obviously better than traditional Breadth-First and Shark-Search algorithms. The experiment also proves that this algorithm has a good precision. 展开更多
关键词 focused crawling search engine PRECISION recall.
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Manipulation of Crawling Growth for the Formation of Sub-millimeter Long ZnO Nanowalls
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作者 H.J.FAN M.Zacharias 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2008年第4期589-593,共5页
Vapor-phase growth of ZnO nanowires based on gold catalyst is usually accompanied with lateral crawling growth on the substrate surface. We present results from our systematic experiments where the growth temperature ... Vapor-phase growth of ZnO nanowires based on gold catalyst is usually accompanied with lateral crawling growth on the substrate surface. We present results from our systematic experiments where the growth temperature and catalyst size are controlled. The data corroborate that it is possible to obtain clean vertical nanowire arrays while avoiding the crawling growth. 0% the other hand, crawling growth can be manipulated to obtain root-interconnected nanowire arrays, which could be useful for certain applications. Our results also imply that the previously suggested growth mechanism for the wire-on-wall hybridstructure might be incorrect. Finally, we show the formation of sub-millimeter long, straight ZnO nanowalls by combining a gold-catalyzed epitaxial growth of vertical nanowires and their mergence due to a confined crawling growth. These unconventional nanostructures might have unique electric or optical transport properties. 展开更多
关键词 NANOWIRE Nanowall ZNO crawling growth
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SmartCrawler:A Three-Stage Ranking Based Web Crawler for Harvesting Hidden Web Sources
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作者 Sawroop Kaur Aman Singh +2 位作者 G.Geetha Mehedi Masud Mohammed A.Alzain 《Computers, Materials & Continua》 SCIE EI 2021年第12期2933-2948,共16页
Web crawlers have evolved from performing a meagre task of collecting statistics,security testing,web indexing and numerous other examples.The size and dynamism of the web are making crawling an interesting and challe... Web crawlers have evolved from performing a meagre task of collecting statistics,security testing,web indexing and numerous other examples.The size and dynamism of the web are making crawling an interesting and challenging task.Researchers have tackled various issues and challenges related to web crawling.One such issue is efficiently discovering hidden web data.Web crawler’s inability to work with form-based data,lack of benchmarks and standards for both performance measures and datasets for evaluation of the web crawlers make it still an immature research domain.The applications like vertical portals and data integration require hidden web crawling.Most of the existing methods are based on returning top k matches that makes exhaustive crawling difficult.The documents which are ranked high will be returned multiple times.The low ranked documents have slim chances of being retrieved.Discovering the hidden web sources and ranking them based on relevance is a core component of hidden web crawlers.The problem of ranking bias,heuristic approach and saturation of ranking algorithm led to low coverage.This research represents an enhanced ranking algorithm based on the triplet formula for prioritizing hidden websites to increase the coverage of the hidden web crawler. 展开更多
关键词 Hidden web COVERAGE adaptive link ranking query selection depth crawling
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Infiltration of Mould from Crawl Space under the Prefabricated Bathroom
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作者 Motoya Hayashi Haruki Osawa +2 位作者 Kenichi Hasegawa Yoshinori Honma Hiromi Yamada 《Journal of Environmental Protection》 2014年第10期914-921,共8页
The indoor mould concentration depends not only on the outdoor mould source but also on the indoor mould source. The mould source is not only on the interior surface but also in the concealed spaces: a crawl space, a ... The indoor mould concentration depends not only on the outdoor mould source but also on the indoor mould source. The mould source is not only on the interior surface but also in the concealed spaces: a crawl space, a beam space, a wall cavity etc. Most detached houses in Japan have crawl spaces under the first floor. The humidity is high from spring to autumn in crawl spaces. Therefore the concentration of mould spore is very high in most crawl spaces. Prefabricated bathrooms called “bath-units” are installed in most Japanese houses. The authors showed in the previous studies that there are infiltration routes between bath-units and walls that the routes may lead chemical compounds from crawl space to indoor space. In this study, the influence of mould infiltration from crawl space upon indoor mould concentration is investigated using a test house which consists of a lavatory and a bathroom. The structure of the house is wooden post-and-beam. The house is airtight and insulated according to the latest building code for save energy. The mould concentrations were measured in the crawl space and the indoor spaces continuously using a mould multi-sampling system with a pump, valves and impingers. Before the measurements, the indoor mould concentration was made low using an air cleaner. The air flow rates were measured using tracer gases. After the exhaust fan was switched on, the mould concentration increased. The number of infiltrated mould was calculated using air flow rates and mould concentrations. The results showed that mould infiltration ratio may be one of the important indicators of indoor air quality. 展开更多
关键词 MOULD INFILTRATION Air TIGHTNESS crawl Space TRACER Gas
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A Miniaturized Crawler Design Based on an Origami-inspired and Geometrically Constrained Spherical Six-bar Linkage
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作者 Subin Chae Gwang-Pil Jung 《Journal of Bionic Engineering》 SCIE EI CSCD 2024年第1期166-176,共11页
This paper focuses on a newly developed transmission for a milli-scale eight-legged crawling robot called OriSCO.The transmission allows intuitive steering by directly changing the direction of the propulsion force.Th... This paper focuses on a newly developed transmission for a milli-scale eight-legged crawling robot called OriSCO.The transmission allows intuitive steering by directly changing the direction of the propulsion force.The transmission is based on the constrained spherical six-bar linkage.The constrained spherical six-bar linkage passes only reciprocating motion out of the motor’s rotating motion,allowing the crawling legs to kick the ground and obtain propulsion.Steering is achieved by adjusting the geometric constraints of the spherical six-bar using a servomotor,allowing the direction of propulsion to be changed.As a result,the OriSCO can move along the ground at a speed of 2.15 body lengths/s,and the robot is 60 mm long. 展开更多
关键词 Bio-inspired robot crawler:crawling robot Direction change Spherical six-bar linkage
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Research on Piezoelectric Driving Microminiature Three-Legged Crawling Robot 被引量:1
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作者 Zhongyuan Zheng Yanru Zhao Geng Wang 《Journal of Bionic Engineering》 SCIE EI CSCD 2023年第4期1481-1492,共12页
Micro-robots have the characteristics of small size,light weight and flexible movement.To design a micro three-legged crawling robot with multiple motion directions,a novel driving scheme based on the inverse piezoele... Micro-robots have the characteristics of small size,light weight and flexible movement.To design a micro three-legged crawling robot with multiple motion directions,a novel driving scheme based on the inverse piezoelectric effect of piezoelectric ceramics was proposed.The three legs of the robot were equipped with piezoelectric bimorphs as drivers,respectively.The motion principles were analyzed and the overall force analysis was carried out with the theoretical mechanics method.The natural frequency,mode shape and amplitude were analyzed with simulation software COMSOL Multiphysics,the optimal size was determined through parametric analysis,and then the micro three-legged crawling robot was manufactured.The effects of different driving voltages,different driving frequencies,different motion bases and different loads on the motion speed of the robot were tested.It is shown that the maximum speed of single-leg driving was 35.41 cm/s,the switching ability between different motion directions was measured,and the movements in six different directions were achieved.It is demonstrated the feasibility of multi-directional motion of the structure.The research may provide a reference for the design and development of miniature piezoelectric three-legged crawling robots. 展开更多
关键词 Three-legged crawling robot Piezoelectric drive Mechanical property analysis Kinematic features analysis
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爬行真的可有可无吗?——婴幼儿动作发展的国际论证与经验启示
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作者 汪晓赞 陆悦美 +2 位作者 孔令松 徐勤萍 李兴盈 《西安体育学院学报》 北大核心 2024年第1期5-15,共11页
动作发展是指个体在成长过程中逐渐掌握并发展出的各种动作技能。爬行在婴幼儿动作发展中扮演着重要角色,对认知神经系统、肌肉骨骼系统、动作能力和社交能力等方面的成长发育有着积极意义。然而,我国学术界对于动作发展,尤其是爬行的... 动作发展是指个体在成长过程中逐渐掌握并发展出的各种动作技能。爬行在婴幼儿动作发展中扮演着重要角色,对认知神经系统、肌肉骨骼系统、动作能力和社交能力等方面的成长发育有着积极意义。然而,我国学术界对于动作发展,尤其是爬行的重视程度相对较低,且公众对于爬行在个体成长中的重要性认知不足。以爬行这一婴幼儿时期关键的动作发展里程碑为例,运用文献资料法和逻辑分析法,系统梳理了国际上关于婴儿爬行的相关研究,包括其发展变化、多元作用、影响因素和干预措施等方面的理论研究与实践探索。对实现我国“幼有优育”的婴幼儿健康成长的研究启示主要有:开展大样本的婴儿爬行队列研究;采用婴儿爬行经历作为临床筛查的参考指标;改善婴儿家庭养育的爬行支持环境;完善特殊婴儿的爬行活动干预。 展开更多
关键词 婴儿 爬行 动作发展 运动干预
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Film and Television Website Scores Authenticity Verification Based on the Emotional Analysis
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作者 Weiyu Tong 《Journal of Computer and Communications》 2024年第2期231-245,共15页
Sentiment analysis is a method to identify and understand the emotion in the text through NLP and text analysis. In the era of information technology, there is often a certain error between the comments on the movie w... Sentiment analysis is a method to identify and understand the emotion in the text through NLP and text analysis. In the era of information technology, there is often a certain error between the comments on the movie website and the actual score of the movie, and sentiment analysis technology provides a new way to solve this problem. In this paper, Python is used to obtain the movie review data from the Douban platform, and the model is constructed and trained by using naive Bayes and Bi-LSTM. According to the index, a better Bi-LSTM model is selected to classify the emotion of users’ movie reviews, and the classification results are scored according to the classification results, and compared with the real ratings on the website. According to the error of the final comparison results, the feasibility of this technology in the scoring direction of film reviews is being verified. By applying this technology, the phenomenon of film rating distortion in the information age can be prevented and the rights and interests of film and television works can be safeguarded. 展开更多
关键词 Bi-LSTM Model Film Review Emotion Analysis Naive Bayes Python Data crawl
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城轨车防爬缓冲装置的可靠性优化研究
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作者 孙彦彬 田鹏宇 《机械研究与应用》 2024年第2期121-124,128,共5页
为提升防爬缓冲装置的可靠性,对防爬缓冲装置进行了可靠性优化。首先通过试验设计建立了吸能量和初始峰值力的近似模型,经确定性优化得到了pareto前沿的最优解。然后在确定性优化的基础上引入了可靠度约束并进行可靠性优化,得到了符合... 为提升防爬缓冲装置的可靠性,对防爬缓冲装置进行了可靠性优化。首先通过试验设计建立了吸能量和初始峰值力的近似模型,经确定性优化得到了pareto前沿的最优解。然后在确定性优化的基础上引入了可靠度约束并进行可靠性优化,得到了符合可靠度要求的最优解。结果表明,相比于确定性优化,可靠性优化的优势更加明显,它在对防爬缓冲装置进行耐撞性优化的同时,也保证了结构的可靠性,为工程实际中防爬缓冲装置的可靠性优化提供了参考。 展开更多
关键词 防爬缓冲器 耐撞性 确定性优化 可靠性优化
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昆虫级微型爬行机器人的研究综述
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作者 曾潇丰 尹灿辉 +2 位作者 刘青 吴宇列 肖定邦 《南京航空航天大学学报》 CAS CSCD 北大核心 2024年第3期387-406,共20页
爬行作为动物的一种有节律的运动行为,众多学者对其潜在机理的研究已经持续了一百多年。随着计算机集成技术、材料科学、空气动力学、微纳制造与人工智能技术的不断进步,对仿生爬行机器人的研究正朝着微型化和智能化的方向发展。本文对... 爬行作为动物的一种有节律的运动行为,众多学者对其潜在机理的研究已经持续了一百多年。随着计算机集成技术、材料科学、空气动力学、微纳制造与人工智能技术的不断进步,对仿生爬行机器人的研究正朝着微型化和智能化的方向发展。本文对昆虫级微型爬行机器人的前沿动态发展进行了综合评述,并结合当前发展态势给出了微型爬行机器人未来发展的建设性意见。首先介绍了微型爬行机器人的研究背景和基本概念,对微型爬行机器人的运动机理和稳定性判据进行了简单分析。然后分析了微型爬行机器人的驱动方式并比较了各种微型爬行机器人的性能。最后,从供能、制造和设计3方面对微型爬行机器人的关键技术进行了总结,探讨了微型爬行机器人研究面临的问题,并提出了微型爬行机器人未来的应用前景和发展方向。 展开更多
关键词 微型爬行机器人 步态 动力学模型 驱动器
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管桁架焊缝检测机器人夹紧机构瞬态振动特性分析与试验
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作者 靳壮壮 曹阳 +1 位作者 刘洋 张大斌 《机械设计与制造》 北大核心 2024年第5期190-193,198,共5页
为保证管桁架焊缝检测机器人夹紧瞬间的稳定性,对机器人夹紧瞬间的振动特性展开研究。根据夹紧机构零部件配合方式构建夹紧机构振动模型,对机器人夹紧瞬间进行仿真,分析夹紧瞬间夹紧机构的响应情况,研究夹紧机构对模型参数的敏感程度。... 为保证管桁架焊缝检测机器人夹紧瞬间的稳定性,对机器人夹紧瞬间的振动特性展开研究。根据夹紧机构零部件配合方式构建夹紧机构振动模型,对机器人夹紧瞬间进行仿真,分析夹紧瞬间夹紧机构的响应情况,研究夹紧机构对模型参数的敏感程度。对夹紧机构进行改进,提高弹簧刚度,增加动态吸收器,建立改进后的夹紧机构瞬态振动模型,并在MatLab中进行仿真分析。开展夹紧机构振动测试试验,测量原始与改进后机构的振动情况,对比弹簧支撑振动测试结果与仿真结果。结果表明:弹簧刚度对弹簧压缩量影响最大,弹簧阻尼对调整时间影响最大;机构改进后,调整时间缩短,弹簧压缩率显著降低,稳定性优于原始机构;试验结果与仿真结果的瞬态性能指标误差均小于5%,试验结果与仿真结果具有一致性。 展开更多
关键词 管外爬行机器人 夹紧机构 稳定性 振动特性 瞬态响应
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MeLAZY1c基因调控木薯株型的初步研究
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作者 望嘉翔 郁雪婷 +3 位作者 李梦桃 麦伟涛 陈新 王文泉 《作物学报》 CAS CSCD 北大核心 2024年第6期1514-1524,共11页
IGT基因家族参与作物株型的调控,LAZY属于IGT的亚家族。以拟南芥6个LAZY成员氨基酸序列为“种子”在木薯基因组中进行比对,在木薯中共鉴定到8个LAZY基因,其中MeLAZY1c与调控分枝角度的AtLAZY1高度同源。基于此,本研究以MeLAZY1c为研究对... IGT基因家族参与作物株型的调控,LAZY属于IGT的亚家族。以拟南芥6个LAZY成员氨基酸序列为“种子”在木薯基因组中进行比对,在木薯中共鉴定到8个LAZY基因,其中MeLAZY1c与调控分枝角度的AtLAZY1高度同源。基于此,本研究以MeLAZY1c为研究对象,利用qRT-PCR分析发现MeLAZY1c在茎中转录水平最高,GUS染色显示pMeLAZY1c在维管束中染色较深。在MeLAZY1c启动子中发现8个光响应/调节元件,随后发现黑暗能显著抑制其表达水平。同时对MeLAZY1c进行基因编辑,获得纯合编辑株系19个,炼苗移栽后观测表型,发现melazy1c突变体植株与SC8野生型相比,其主茎呈现匍匐生长,并且弯曲部位茎外皮细胞形态扭曲变形且大小不一致,近地侧1 mm处细胞数目约是远地侧细胞数量的1.5倍,表明MeLAZY1c在木薯直立/匍匐生长建成方面发挥着重要作用。 展开更多
关键词 木薯 株型调控 LAZY 光响应 匍匐 基因编辑
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复杂地形多功能轻型机器人设计与研究
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作者 李银河 田亚锋 《机械传动》 北大核心 2024年第6期76-82,共7页
随着当今自然灾难、野外战争的频繁发生,如何能在野外复杂的地形下搜寻目标和运输补给具有重大意义。然而,自然灾难和野外战争的环境恶劣,搜寻目标及运输补给的过程中往往面临野外地形复杂、搜寻难度大、搜寻成本高等系列问题,从而制约... 随着当今自然灾难、野外战争的频繁发生,如何能在野外复杂的地形下搜寻目标和运输补给具有重大意义。然而,自然灾难和野外战争的环境恶劣,搜寻目标及运输补给的过程中往往面临野外地形复杂、搜寻难度大、搜寻成本高等系列问题,从而制约着搜寻作业的顺利进行。对此,提出了一种具有爬行、轮式移动、腿足跨越的复杂地形多功能轻型机器人。对其进行了结构设计;结合其设计模型,对其运动的最大步长、最大倾斜角度、升降范围等性能参数进行了计算分析,对其承载能力进行了应力应变仿真;最后,制作工程样机对其性能进行了验证。结果表明,设计的复杂地形多功能轻型机器人可以实现爬行、轮式移动、腿足跨越3种功能,其跨越障碍的最大倾斜角可以达到53°,其穿越障碍的最大高度可以达到4.1cm。 展开更多
关键词 爬行 轮式移动 腿足跨越 多功能
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An Inchworm-inspired Robot Based on Modular Body, Electronics and Passive Friction Pads Performing the Two-anchor Crawl Gait 被引量:4
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作者 Flavio Moreira Anthony Abundis +2 位作者 Michael Aguirre Justin Castillo Pranav A. Bhounsule 《Journal of Bionic Engineering》 SCIE EI CSCD 2018年第5期820-826,共7页
We have created an inchworm robot capable of the two-anchor crawl gait on level ground and inclined plane. The main novelty is in the design of the inchworm: (1) three-part body that is 3D printed and actuated by t... We have created an inchworm robot capable of the two-anchor crawl gait on level ground and inclined plane. The main novelty is in the design of the inchworm: (1) three-part body that is 3D printed and actuated by two servo motors to allow a looping and lengthening action, (2) passive friction pads to anchor the feet, each of which may be disengaged using a servo motor actuated lever arm, and (3) modular body and electronics. The robot is about 2 feet (61 cm) in length, has a mass of about 4 kg, and uses an open-loop controller to achieve steady crawling gait. The inchworm robot achieved a speed of 2.54 em.sI on level ground as well as on an incline plane of 19~. The energy usage as measured by the Mechanical Cost of Transport (a non-dimensional number defined as the energy used per unit weight per unit distance moved) is 3.34. Our results indicate that simple robotic designs that copy the basic features of natural organisms provide a promising alternative over conventional wheeled robots. 展开更多
关键词 INCHWORM bioinspiration two-anchor crawl gait 3D printing sliding locomotion cost of transport
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Clustering-based topical Web crawling using CFu-tree guided by link-context 被引量:2
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作者 Lu LIU 《Frontiers of Computer Science》 SCIE EI CSCD 2014年第4期581-595,共15页
Topical Web crawling is an established technique for domain-specific information retrieval. However, almost all the conventional topical Web crawlers focus on building crawlers using different classifiers, which needs... Topical Web crawling is an established technique for domain-specific information retrieval. However, almost all the conventional topical Web crawlers focus on building crawlers using different classifiers, which needs a lot of labeled training data that is very difficult to label manually. This paper presents a novel approach called clustering-based topical Web crawling which is utilized to retrieve information on a specific domain based on link-context and does not require any labeled training data. In order to collect domain-specific content units, a novel hierarchical clustering method called bottom-up approach is used to illustrate the process of clustering where a new data structure, a linked list in combination with CFu-tree, is implemented to store cluster label, feature vector and content unit. During clustering, four metrics are presented. First, comparison variation (CV) is defined to judge whether the closest pair of clusters can be merged. Second, cluster impurity (CIP) evaluates the cluster error. Then, the precision and recall of clustering are also presented to evaluate the accuracy and comprehensive degree of the whole clustering process. Link-context extraction technique is used to expand the feature vector of anchor text which improves the clustering accuracy greatly. Experimental results show that the performance of our proposed method overcomes conventional focused Web crawlers both in Harvest rate and Target recall. 展开更多
关键词 topical Web crawling comparison variation (CV) cluster impurity (CIP) CFu-tree link-context CLUSTERING
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Impact of weather conditions and building design on contaminant infiltration from crawl spaces in Swedish schools-Numerical modeling using Monte Carlo method 被引量:2
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作者 Fredrik Domhagen Paula Wahlgren Carl-Eric Hagentoft 《Building Simulation》 SCIE EI CSCD 2022年第5期845-858,共14页
Some Swedish school buildings built in the 1960s and 1970s experience indoor air quality problems,where the contaminants are suspected to come from the crawl space underneath the building.The poor indoor air quality c... Some Swedish school buildings built in the 1960s and 1970s experience indoor air quality problems,where the contaminants are suspected to come from the crawl space underneath the building.The poor indoor air quality causes discomfort among pupils and teachers.Installing an exhaust fan to maintain a negative pressure difference in the crawl space relative to indoors or increasing the ventilation in the classroom are two examples of common measures taken to improve the indoor air quality.However,these measures are not always effective,and sometimes the school building has to be demolished.The relation between pressure distribution,contaminant concentration in the classroom,outdoor temperature,wind,mechanical ventilation,and air leakage distribution is complex.A better understanding of these relations is crucial for making decisions on the most efficient measure to improve the indoor air quality.In this paper,a model for contaminant infiltration from the crawl space is used together with the Monte Carlo method to study these relations.Simulations are performed for several cases where different building shapes,building orientations,shielding conditions,and geographical locations are simulated.Results show,for example,that for a building with an imbalanced ventilation system,air is leaking from the crawl space to the classroom for the majority of cases and that concentration levels in the classroom are usually the highest during mild and calm days. 展开更多
关键词 AIRTIGHTNESS air permeability Monte Carlo method infiltration model crawl space indoor air quality
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