首页 > 最新文献

2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)最新文献

英文 中文
Optimal Power Splitting of Full Duplex Wireless Powered Communication Networks with Two-Way Relay 带双向中继的全双工无线供电通信网络的最优功率分配
Xin Song, Y. Ni, Xiuwei Han, Siyang Xu
In this paper, we consider a two-way full-duplex wireless power communication network. Two source nodes and the relay node operate in full-duplex mode, considering the self-interference at three nodes in this paper. On the basis of it, we analyzed how to distribute power to maximize system throughput of the two-way full-duplex wireless power communication network. The two source nodes with energy limitation are powered by the relay node, and then transmit information of full-duplex mode. The process is divided into two time slots, the first time slot, two source nodes with two directional antennas utilize the relay node to energy harvesting. In the second time slot, the two source nodes use the harvested energy to transmit their own information to the relay node and relay node amplify and forward this one. To maximize throughput, we investigated how to perform optimal power allocation in terms of the full-duplex relays with two-way perform.
本文研究了一种双向全双工无线电力通信网络。考虑到三个节点的自干扰,本文的两个源节点和中继节点工作在全双工模式下。在此基础上,分析了双向全双工无线电力通信网如何分配功率,使系统吞吐量最大化。两个能量受限的源节点由中继节点供电,然后以全双工方式传输信息。该过程分为两个时隙,第一个时隙中,两个源节点具有两个定向天线,利用中继节点进行能量收集。在第二个时隙中,两个源节点利用收集到的能量将自己的信息传递给中继节点,中继节点对其进行放大转发。为了最大限度地提高吞吐量,我们研究了如何在具有双向性能的全双工中继中进行最佳功率分配。
{"title":"Optimal Power Splitting of Full Duplex Wireless Powered Communication Networks with Two-Way Relay","authors":"Xin Song, Y. Ni, Xiuwei Han, Siyang Xu","doi":"10.1109/ICMCCE.2018.00083","DOIUrl":"https://doi.org/10.1109/ICMCCE.2018.00083","url":null,"abstract":"In this paper, we consider a two-way full-duplex wireless power communication network. Two source nodes and the relay node operate in full-duplex mode, considering the self-interference at three nodes in this paper. On the basis of it, we analyzed how to distribute power to maximize system throughput of the two-way full-duplex wireless power communication network. The two source nodes with energy limitation are powered by the relay node, and then transmit information of full-duplex mode. The process is divided into two time slots, the first time slot, two source nodes with two directional antennas utilize the relay node to energy harvesting. In the second time slot, the two source nodes use the harvested energy to transmit their own information to the relay node and relay node amplify and forward this one. To maximize throughput, we investigated how to perform optimal power allocation in terms of the full-duplex relays with two-way perform.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126374681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A Hybrid Recommendation Model for Community Attributes of Social Networks Based on Association Rule Mining 基于关联规则挖掘的社交网络社区属性混合推荐模型
Xinghua Lu, Hao-Hong Huang, Hong Wu, Wen-Lin Liu
In order to improve the object-oriented nature of social network services and customize the personalized social network service system, it needs to design a hybrid social network community attribute recommendation model. A hybrid recommendation model for social network community attributes is proposed based on association rule mining. Based on the distributed attribute features of the community in the social network, the association rules data mining is carried out, and the information transfer model of the social network is constructed based on user behavior, community attribute and scene information. The association rules characteristic quantity of social network community attribute is mined, fuzzy directivity constraint control method is adopted to carry on the social network community attribute characteristic clustering processing, the fuzzy C mean algorithm is used to fuse the characteristic quantity of the cluster output. The ability to discover community attributes is improved. According to the result of community attribute mining of social network, the mixed recommendation of social group is carried out, and the demand preference of users is obtained, and the hybrid recommendation algorithm of community attribute of social network based on association rule mining is improved. The simulation results show that the proposed method has better accuracy, higher degree of personalized matching, and higher confidence level of community attributes, which improves the community's discovery ability.
为了提高社交网络服务的面向对象特性,定制个性化的社交网络服务系统,需要设计混合型社交网络社区属性推荐模型。提出了一种基于关联规则挖掘的社交网络社区属性混合推荐模型。基于社交网络中社区的分布式属性特征,进行关联规则数据挖掘,构建基于用户行为、社区属性和场景信息的社交网络信息传递模型。挖掘社交网络社区属性的关联规则特征量,采用模糊指向性约束控制方法对社交网络社区属性进行特征聚类处理,采用模糊C均值算法对聚类输出的特征量进行融合。改进了发现团体属性的能力。根据社交网络社区属性挖掘的结果,进行社交群体混合推荐,获得用户的需求偏好,改进基于关联规则挖掘的社交网络社区属性混合推荐算法。仿真结果表明,该方法具有更好的准确率、更高的个性化匹配程度和更高的社区属性置信度,提高了社区的发现能力。
{"title":"A Hybrid Recommendation Model for Community Attributes of Social Networks Based on Association Rule Mining","authors":"Xinghua Lu, Hao-Hong Huang, Hong Wu, Wen-Lin Liu","doi":"10.1109/ICMCCE.2018.00094","DOIUrl":"https://doi.org/10.1109/ICMCCE.2018.00094","url":null,"abstract":"In order to improve the object-oriented nature of social network services and customize the personalized social network service system, it needs to design a hybrid social network community attribute recommendation model. A hybrid recommendation model for social network community attributes is proposed based on association rule mining. Based on the distributed attribute features of the community in the social network, the association rules data mining is carried out, and the information transfer model of the social network is constructed based on user behavior, community attribute and scene information. The association rules characteristic quantity of social network community attribute is mined, fuzzy directivity constraint control method is adopted to carry on the social network community attribute characteristic clustering processing, the fuzzy C mean algorithm is used to fuse the characteristic quantity of the cluster output. The ability to discover community attributes is improved. According to the result of community attribute mining of social network, the mixed recommendation of social group is carried out, and the demand preference of users is obtained, and the hybrid recommendation algorithm of community attribute of social network based on association rule mining is improved. The simulation results show that the proposed method has better accuracy, higher degree of personalized matching, and higher confidence level of community attributes, which improves the community's discovery ability.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129844175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Research on Design of Weak Current Protection Circuit in Intelligent Home Control Circuit under the Background of Internet of Things 物联网背景下智能家居控制电路弱电保护电路设计研究
Lin Yang
With the advancement of the times and the development of science and technology, people's lives are gradually becoming intelligent. Smart homes are gradually appearing in people's lives, and they usually have two functions of intelligent control and security. With the development of smart homes and smart communities, IoT technology is becoming more and more widely used. Weak current controllers have a wide range of applications in indoor and outdoor sensor control and indoor home appliances. This paper studies the weak current controller in smart home and finds that the mains (220 VAC) is easy to affect it, so the circuit back-end chip is easily damaged or directly damaged. Based on this, this paper designs a back-end controller suitable for the smart home control system and a low-voltage protection circuit in the communication module. Through experiments and analysis, it is found that it has the function of circuit protection.
随着时代的进步和科学技术的发展,人们的生活逐渐智能化。智能家居逐渐出现在人们的生活中,通常具有智能控制和安防两大功能。随着智能家居和智能社区的发展,物联网技术得到越来越广泛的应用。弱电控制器在室内外传感器控制和室内家电中有着广泛的应用。本文对智能家居中的弱电控制器进行了研究,发现它容易受到市电(220 VAC)的影响,因此电路后端芯片容易损坏或直接损坏。基于此,本文设计了适合智能家居控制系统的后端控制器和通信模块中的低压保护电路。通过实验和分析,发现它具有电路保护的功能。
{"title":"Research on Design of Weak Current Protection Circuit in Intelligent Home Control Circuit under the Background of Internet of Things","authors":"Lin Yang","doi":"10.1109/ICMCCE.2018.00046","DOIUrl":"https://doi.org/10.1109/ICMCCE.2018.00046","url":null,"abstract":"With the advancement of the times and the development of science and technology, people's lives are gradually becoming intelligent. Smart homes are gradually appearing in people's lives, and they usually have two functions of intelligent control and security. With the development of smart homes and smart communities, IoT technology is becoming more and more widely used. Weak current controllers have a wide range of applications in indoor and outdoor sensor control and indoor home appliances. This paper studies the weak current controller in smart home and finds that the mains (220 VAC) is easy to affect it, so the circuit back-end chip is easily damaged or directly damaged. Based on this, this paper designs a back-end controller suitable for the smart home control system and a low-voltage protection circuit in the communication module. Through experiments and analysis, it is found that it has the function of circuit protection.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"271 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123015385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A User-QoE Aware Scheduling Scheme in HetNets HetNets中感知用户qos的调度方案
Xin Song, Lei Qin, Y. Ni, Zhigang Xie
In response to the explosive growth of mobile users and smart devices, demand for data traffic is expected to grow. Deploying low-power small base stations (BSs) overlaid with a macro base station is a promising strategy to improve the capacity of the cellular system. Therefore, we propose a user scheduling scheme based on the 0-1 convex programming knapsack problem algorithm (KPA). On this basis, we present a user-centric scheduling algorithm for satisfaction perception, which is used to enhance the service quality perception of users and improve the users experience in Heterogeneous Networks (HetNets). The optimal solution of 0-1 convex programming KPA is obtained in polynomial time complexity. From the simulation, it can be seen that the proposed scheduling scheme can effectively improve the overall satisfaction of users. And we show the load status among the layers get more balanced after scheduling.
随着移动用户和智能设备的爆炸式增长,对数据流量的需求预计将会增长。部署低功耗小型基站(BSs)与宏基站叠加是提高蜂窝系统容量的一种有前途的策略。因此,我们提出了一种基于0-1凸规划背包问题算法(KPA)的用户调度方案。在此基础上,提出了一种以用户为中心的满意度感知调度算法,用于增强用户对异构网络(HetNets)服务质量的感知,改善用户体验。在多项式时间复杂度下得到了0-1凸规划KPA的最优解。通过仿真可以看出,所提出的调度方案能够有效地提高用户的整体满意度。结果表明,调度后各层间的负载状态更加均衡。
{"title":"A User-QoE Aware Scheduling Scheme in HetNets","authors":"Xin Song, Lei Qin, Y. Ni, Zhigang Xie","doi":"10.1109/ICMCCE.2018.00131","DOIUrl":"https://doi.org/10.1109/ICMCCE.2018.00131","url":null,"abstract":"In response to the explosive growth of mobile users and smart devices, demand for data traffic is expected to grow. Deploying low-power small base stations (BSs) overlaid with a macro base station is a promising strategy to improve the capacity of the cellular system. Therefore, we propose a user scheduling scheme based on the 0-1 convex programming knapsack problem algorithm (KPA). On this basis, we present a user-centric scheduling algorithm for satisfaction perception, which is used to enhance the service quality perception of users and improve the users experience in Heterogeneous Networks (HetNets). The optimal solution of 0-1 convex programming KPA is obtained in polynomial time complexity. From the simulation, it can be seen that the proposed scheduling scheme can effectively improve the overall satisfaction of users. And we show the load status among the layers get more balanced after scheduling.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134535321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Research on Core Technology Based on Computer Information System Security Architecture 基于计算机信息系统安全体系结构的核心技术研究
Shaogang Liu
With the high development of computer technology and communication technology, computer system is facing a growing number of attacks.So, the security of computer system has become study focus in the world. This paper described the security architecture of the computer systems, mainly:ISO7498-2 security architecture and adaptive network security system model.Then, the requirements of the security technology were described by the information security and physical security.Finally, the core technologies of security system were studied in detail: encryption and firewall technology.
随着计算机技术和通信技术的高度发展,计算机系统面临着越来越多的攻击。因此,计算机系统的安全已成为世界各国研究的热点。本文描述了计算机系统的安全体系结构,主要有:ISO7498-2安全体系结构和自适应网络安全体系模型。然后从信息安全和物理安全两个方面阐述了安全技术的要求。最后,详细研究了安全系统的核心技术:加密技术和防火墙技术。
{"title":"Research on Core Technology Based on Computer Information System Security Architecture","authors":"Shaogang Liu","doi":"10.1109/ICMCCE.2018.00133","DOIUrl":"https://doi.org/10.1109/ICMCCE.2018.00133","url":null,"abstract":"With the high development of computer technology and communication technology, computer system is facing a growing number of attacks.So, the security of computer system has become study focus in the world. This paper described the security architecture of the computer systems, mainly:ISO7498-2 security architecture and adaptive network security system model.Then, the requirements of the security technology were described by the information security and physical security.Finally, the core technologies of security system were studied in detail: encryption and firewall technology.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133214990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research and Application Status of Industrial Robot Control System 工业机器人控制系统的研究与应用现状
D. Yan
The development and implementation of Intelligent Manufacturing 2025 strategy cannot be separated from the intelligent plant. The strategy puts forward that the industrial robot is one of the most important indicators that determine the degree of automation and intelligence of the intelligent plant. In the article, the development of industrial robot in the last ten years and its latest industrial applications are summarized. More specifically, it highlights the latest control systems and algorithm theories of industrial robot and provides some reference for the research of industrial robot.
智能制造2025战略的制定和实施离不开智能工厂。该战略提出,工业机器人是决定智能工厂自动化和智能化程度的重要指标之一。本文综述了近十年来工业机器人的发展及其最新的工业应用。重点介绍了工业机器人的最新控制系统和算法理论,为工业机器人的研究提供了一定的参考。
{"title":"Research and Application Status of Industrial Robot Control System","authors":"D. Yan","doi":"10.1109/ICMCCE.2018.00012","DOIUrl":"https://doi.org/10.1109/ICMCCE.2018.00012","url":null,"abstract":"The development and implementation of Intelligent Manufacturing 2025 strategy cannot be separated from the intelligent plant. The strategy puts forward that the industrial robot is one of the most important indicators that determine the degree of automation and intelligence of the intelligent plant. In the article, the development of industrial robot in the last ten years and its latest industrial applications are summarized. More specifically, it highlights the latest control systems and algorithm theories of industrial robot and provides some reference for the research of industrial robot.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133631897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Design and Implementation of a Simulator for Lifting and Withdrawing a Certain Type of High-Powered Radar 某型大功率雷达升降模拟器的设计与实现
B. Deng, Jingjing Wang, Ming Lu, Ze Zhang
In order to enhance the operational skills of the radar equipment operators in erecting the withdrawal equipment, it is imperative to provide a corresponding simulation training platform for the training of the troops. In this paper, according to the practical requirements of a certain type of high-powered radar erection and withdrawal training, the definition of the function of the simulator is given, the overall design scheme of the system is proposed, and the hardware and software design of each major function module is given. The practical application shows that the training simulator can realistically simulate the erection and withdrawal operation procedure of the radar equipment, and can feedback the correctness and error, and provide corresponding prompts. It provides an effective training means for the equipment erection and withdrawal, and can better solve practical teaching. There are many problems such as fewer people and more equipment and equipment damage, which effectively improves the efficiency of equipment teaching.
为了提高雷达设备操作人员架起撤离装备的操作技能,为部队训练提供相应的模拟训练平台势在必行。本文根据某型大功率雷达起降训练的实际需求,给出了模拟器的功能定义,提出了系统的总体设计方案,并给出了各主要功能模块的软硬件设计。实际应用表明,该训练模拟器能够真实地模拟雷达设备的安装和撤架操作过程,并能对正确和错误进行反馈,并提供相应的提示。为设备的安装、撤装提供了有效的培训手段,能较好地解决实际教学问题。存在人员少、设备多、设备损坏等诸多问题,有效提高了设备教学效率。
{"title":"Design and Implementation of a Simulator for Lifting and Withdrawing a Certain Type of High-Powered Radar","authors":"B. Deng, Jingjing Wang, Ming Lu, Ze Zhang","doi":"10.1109/ICMCCE.2018.00038","DOIUrl":"https://doi.org/10.1109/ICMCCE.2018.00038","url":null,"abstract":"In order to enhance the operational skills of the radar equipment operators in erecting the withdrawal equipment, it is imperative to provide a corresponding simulation training platform for the training of the troops. In this paper, according to the practical requirements of a certain type of high-powered radar erection and withdrawal training, the definition of the function of the simulator is given, the overall design scheme of the system is proposed, and the hardware and software design of each major function module is given. The practical application shows that the training simulator can realistically simulate the erection and withdrawal operation procedure of the radar equipment, and can feedback the correctness and error, and provide corresponding prompts. It provides an effective training means for the equipment erection and withdrawal, and can better solve practical teaching. There are many problems such as fewer people and more equipment and equipment damage, which effectively improves the efficiency of equipment teaching.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132674724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pretreatment of Aircraft Spectrum in Visible and Near Infrared Band Based on Wavelet Transform 基于小波变换的飞机可见光和近红外光谱预处理
Yihong Zhang, Wenjie Zhao, Jituo Shi
In recent years, the rapid improvement of spectral resolution has brought about the explosive growth of spectral data, and the spectral characteristics of ground objects have been expressed in more detail. Different substances can be distinguished according to the spectral curves. However, the spectral curve obtained from the measurement is often accompanied by inevitable noise interference. In this paper, the pretreatment method of aircraft spectral curve based on wavelet transform was studied to find out the best combination of wavelet parameters suitable for aircraft spectral data to remove dark current noise, and to suppress the interference of environmental noise by envelope removal method. In this paper, a new threshold function was proposed, which avoided the loss of features caused by constant compression and the difficulty of parameter selection in traditional threshold denoising. Combining with minimaxi threshold criterion, 4-layer decomposition level and sym8 wavelet, the new threshold function achieved optimal denoising performance which was much better than that of the four common filtering methods.
近年来,光谱分辨率的快速提高带来了光谱数据的爆炸式增长,地物的光谱特征得到了更详细的表达。根据光谱曲线可以区分不同的物质。然而,测量得到的光谱曲线往往伴随着不可避免的噪声干扰。本文研究了基于小波变换的飞机频谱曲线预处理方法,找出适合飞机频谱数据的小波参数的最佳组合,以去除暗电流噪声,并通过包络去除方法抑制环境噪声的干扰。本文提出了一种新的阈值函数,避免了传统阈值去噪中不断压缩造成的特征丢失和参数选择困难的问题。结合极大极小阈值准则、四层分解层次和sym8小波,该阈值函数达到了最优的去噪效果,大大优于常用的四种滤波方法。
{"title":"Pretreatment of Aircraft Spectrum in Visible and Near Infrared Band Based on Wavelet Transform","authors":"Yihong Zhang, Wenjie Zhao, Jituo Shi","doi":"10.1109/icmcce.2018.00082","DOIUrl":"https://doi.org/10.1109/icmcce.2018.00082","url":null,"abstract":"In recent years, the rapid improvement of spectral resolution has brought about the explosive growth of spectral data, and the spectral characteristics of ground objects have been expressed in more detail. Different substances can be distinguished according to the spectral curves. However, the spectral curve obtained from the measurement is often accompanied by inevitable noise interference. In this paper, the pretreatment method of aircraft spectral curve based on wavelet transform was studied to find out the best combination of wavelet parameters suitable for aircraft spectral data to remove dark current noise, and to suppress the interference of environmental noise by envelope removal method. In this paper, a new threshold function was proposed, which avoided the loss of features caused by constant compression and the difficulty of parameter selection in traditional threshold denoising. Combining with minimaxi threshold criterion, 4-layer decomposition level and sym8 wavelet, the new threshold function achieved optimal denoising performance which was much better than that of the four common filtering methods.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"26 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123657277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Improved Constructive Morphological Neural Network for Fault Diagnosis of Gearbox 齿轮箱故障诊断的改进构造形态神经网络
Wenhui Li, Jiajun Yang
Gearbox fault diagnosis is mainly based on artificial neural networks, but the accuracy is not guaranteed. Given the limitations of the constructive morphological neural network (CMNN) algorithm, we probed into the CMNN model and its deficiency, and proposed an improved algorithm for gearbox fault diagnosis. The recursive call of the function was used to avoid the local optimal solution of the network, while the inclusive measure was used to remove the redundancy of hyper-box clusters. The hyper-box clusters were obviously more streamlined with higher classification efficiency. Comparison among three algorithms showed the improved CMNN classified that was based on the maximum membership degree principle of inclusive measure. Experimental results confirm the effectiveness of the improved CMNN in gearbox fault diagnosis.
齿轮箱故障诊断主要是基于人工神经网络,但其准确性无法保证。针对构造形态神经网络(CMNN)算法的局限性,探讨了CMNN模型及其不足,提出了一种用于齿轮箱故障诊断的改进算法。利用函数的递归调用避免了网络的局部最优解,采用包容度量消除了超盒集群的冗余。超盒集群的流线型和分类效率明显提高。三种算法的比较表明,改进的CMNN基于包容测度的最大隶属度原则进行分类。实验结果验证了改进的小尺度神经网络在齿轮箱故障诊断中的有效性。
{"title":"Improved Constructive Morphological Neural Network for Fault Diagnosis of Gearbox","authors":"Wenhui Li, Jiajun Yang","doi":"10.1109/ICMCCE.2018.00056","DOIUrl":"https://doi.org/10.1109/ICMCCE.2018.00056","url":null,"abstract":"Gearbox fault diagnosis is mainly based on artificial neural networks, but the accuracy is not guaranteed. Given the limitations of the constructive morphological neural network (CMNN) algorithm, we probed into the CMNN model and its deficiency, and proposed an improved algorithm for gearbox fault diagnosis. The recursive call of the function was used to avoid the local optimal solution of the network, while the inclusive measure was used to remove the redundancy of hyper-box clusters. The hyper-box clusters were obviously more streamlined with higher classification efficiency. Comparison among three algorithms showed the improved CMNN classified that was based on the maximum membership degree principle of inclusive measure. Experimental results confirm the effectiveness of the improved CMNN in gearbox fault diagnosis.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127163254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Three-Dimension Model and Rapid Prototyping of Toy Pen Holder Based on Reverse Engineering 基于逆向工程的玩具笔筒三维建模与快速成型
Hongjun Ni, Lu Zhuo, Yue Meng, Shuaishuai Lv, Xingxing Wang, H. Gu, Bin Li
Toy pen holder is analyzed and improved based on reverse engineering and rapid prototyping technology. According to the structural characteristics of the selected toy pen holder, a hand-held laser scanner is utilized to perform the digital information collection arrangement. Combined with the idea of reverse design, the reconstruction of toy pen holder's surface and three-dimension model has been completed based on Imageware and soildworks software. Finally, the prototype of the toy pen model is exported by rapid prototyping technology. The comprehensive application of reverse engineering and rapid prototyping technology can greatly shorten the product's development cycle and effectively improve the product's design efficiency.
基于逆向工程和快速成型技术对玩具笔筒进行了分析和改进。根据所选玩具笔筒的结构特点,利用手持式激光扫描仪进行数字信息采集布置。结合逆向设计的思想,基于Imageware和solidworks软件,完成了玩具笔筒表面和三维模型的重构。最后,利用快速成型技术导出了玩具笔模型的原型。逆向工程和快速成型技术的综合应用,可以大大缩短产品的开发周期,有效提高产品的设计效率。
{"title":"Three-Dimension Model and Rapid Prototyping of Toy Pen Holder Based on Reverse Engineering","authors":"Hongjun Ni, Lu Zhuo, Yue Meng, Shuaishuai Lv, Xingxing Wang, H. Gu, Bin Li","doi":"10.1109/icmcce.2018.00045","DOIUrl":"https://doi.org/10.1109/icmcce.2018.00045","url":null,"abstract":"Toy pen holder is analyzed and improved based on reverse engineering and rapid prototyping technology. According to the structural characteristics of the selected toy pen holder, a hand-held laser scanner is utilized to perform the digital information collection arrangement. Combined with the idea of reverse design, the reconstruction of toy pen holder's surface and three-dimension model has been completed based on Imageware and soildworks software. Finally, the prototype of the toy pen model is exported by rapid prototyping technology. The comprehensive application of reverse engineering and rapid prototyping technology can greatly shorten the product's development cycle and effectively improve the product's design efficiency.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126803798","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1