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Research and development of heavy truck big data management system based on Vue and element UI 基于Vue和元素UI的重卡大数据管理系统的研发
Dian-Hong Wang, Tao Sun, Xin Zhou, Zhuangzhuang Tian, Jianyu Guo, Meng Li, Fan Li, Jia Man, Jianyong Li
In view of the importance of the analysis and research of heavy truck driving big data and the urgent need for a simple and easy-to-use visual platform to display information, a set of heavy truck big data management system based on Vue and element UI is developed. The back-end of the system uses springboot technology to integrate the storage, processing and analysis functions of big data related technologies. The front-end is designed through Vue framework and element UI components, and finally develops a heavy truck background visual management system based on big data. The system has the functions of displaying real-time data of specified vehicles and querying any historical data of specified vehicles. It has the advantages of high concurrency and convenient maintenance.
鉴于重卡驾驶大数据分析研究的重要性,以及迫切需要一个简单易用的可视化平台来显示信息,开发了一套基于Vue和元素UI的重卡大数据管理系统。系统后端采用springboot技术,集成了大数据相关技术的存储、处理和分析功能。前端通过Vue框架和元素UI组件进行设计,最终开发出一个基于大数据的重卡后台可视化管理系统。系统具有显示指定车辆的实时数据和查询指定车辆的任意历史数据的功能。它具有并发性高、维护方便等优点。
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引用次数: 0
Exploring Geospatial Data Visualization Based on Python 探索基于Python的地理空间数据可视化
Nan Hu, Xianwei Meng, Hui Liu, Yuchun Li
OpenStreetMap (OSM), as a typical representative of crowdsourced geographic information data, covers a large amount of open source geographic information data, which provides freely editable world-class geographic data for realizing information mining, analysis and visualization of geospatial data. Based on the geographic information data from the official website of OSM, this paper uses Python's geographic information data processing technology, geospatial data visualization technology and layer overlay method based on vector data analysis algorithm to realize visualization and information annotation of various types of geospatial data, providing reliable data processing, visualization and analysis methods for domestic resource exploration, transportation, epidemic prevention and control and other fields.
OpenStreetMap (OSM)作为众包地理信息数据的典型代表,覆盖了大量的开源地理信息数据,为实现地理空间数据的信息挖掘、分析和可视化提供了可自由编辑的世界级地理数据。本文以OSM官方网站的地理信息数据为基础,利用Python的地理信息数据处理技术、地理空间数据可视化技术和基于矢量数据分析算法的分层叠加方法,实现了各类地理空间数据的可视化和信息标注,为国内资源勘探、运输、疫情防控等领域。
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引用次数: 0
Research on intelligent management and control platform of power material storage based on Web 基于Web的电力物资存储智能管理与控制平台的研究
Jun Chen, Binghu Song, Xiaopeng Li, Liang Feng, Yujia Zhai
In view of the current problems of time-consuming and poor effect of intelligent management and control of power material warehousing, this paper puts forward the research method of intelligent management and control platform of power material warehousing based on Web. First, combined with web technology, this paper constructs the ERP management model of power material warehousing, improves the ERP management function of power material intelligent warehousing, optimizes the information processing algorithm of power material warehousing, and optimizes the structure and function of the platform. The processing steps of the intelligent management and control platform for power material warehousing are simplified. Finally, the experiment proves that the intelligent management and control platform for power material warehousing based on Web can realize the management of massive warehousing information more quickly in the actual application process, and its running time is shortened by more than 4h, which has high practicability.
针对目前电力物资仓储智能化管控耗时长、效果差等问题,本文提出了基于Web的电力物资仓储智能化管控平台的研究方法。首先,结合web技术,构建电力物资仓储ERP管理模型,完善电力物资智能仓储ERP管理功能,优化电力物资仓储信息处理算法,优化平台结构和功能。简化了电力物资仓储智能管控平台的处理步骤。最后通过实验证明,基于Web的电力物资仓储智能管控平台在实际应用过程中能够更加快速地实现对海量仓储信息的管理,运行时间缩短了4h以上,具有较高的实用性。
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引用次数: 0
Research on University Intelligent Financial Audit System Based on Data Mining 基于数据挖掘的高校智能财务审计系统研究
Y. Qin
The traditional university financial management model has problems such as low efficiency and high cost, which cannot meet the requirements of the development trend of the current era. Major universities are exploring the reform of financial management model one after another. At present, the budgeting of colleges and universities in our country is still at a low level, and the budgeting is not detailed enough. Moreover, there is no corresponding monitoring and early warning mechanism in budget implementation, resulting in poor budget execution. In order to realize the classification and management of audit issues, this paper uses NLP, artificial intelligence, data mining technology, and financial audit theory with a cross-disciplinary thinking, and proposes a feature fusion short text classification algorithm based on BiLSTM neural network, and examines the effectiveness of the algorithm. Experimental verification. The experiment verifies the effectiveness of the feature fusion short text classification algorithm based on BiLSTM neural network, and proves the effectiveness of the intelligent financial audit system designed in this paper.
传统的高校财务管理模式存在效率低、成本高等问题,已不能适应当今时代发展趋势的要求。各大高校纷纷探索财务管理模式的改革。目前,我国高校预算编制还处于较低水平,预算编制不够详细。而且预算执行中没有相应的监测预警机制,导致预算执行不力。为了实现对审计问题的分类和管理,本文以跨学科的思维,运用NLP、人工智能、数据挖掘技术和财务审计理论,提出了一种基于BiLSTM神经网络的特征融合短文本分类算法,并对算法的有效性进行了检验。实验验证。实验验证了基于BiLSTM神经网络的特征融合短文本分类算法的有效性,验证了本文设计的智能财务审计系统的有效性。
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引用次数: 0
Experimental Study on the Characteristic of Insulators' Surface Pollution Distribution under Natural Pollution 自然污染下绝缘子表面污染分布特性的实验研究
Kuanghua Liu, Qiang Gao
The characteristic of surface pollution on insulators is the crucial factor in causing flashover. A natural pollution accumulation platform that contains porcelain, glass and double-umbrella insulators is built to study the Equivalent Salt Deposit Density (ESDD) and Non Soluble Deposit Density (NSDD) characteristics as well as particle size distribution characteristics on such insulators. The tests indicate that: The glass insulator has higher ESDD and NSDD than the porcelain insulator both on upper surface and lower surface, the double-umbrella insulator also has higher ESDD and NSDD than the porcelain insulator on the upper surface while that on the lower surface is similar. As for the pollution particle size distribution, it can be affected by the insulator's aerodynamic shape, but the influence of the insulator's material can be ignored.
绝缘子表面污染的特性是引起闪络的关键因素。搭建含瓷、玻璃、双伞绝缘子的天然污染积累平台,研究瓷、玻璃、双伞绝缘子的等效盐沉积密度(ESDD)和不溶性沉积密度(NSDD)特征及其颗粒粒径分布特征。试验表明:玻璃绝缘子上表面和下表面的ESDD和NSDD均高于瓷绝缘子,双伞绝缘子上表面的ESDD和NSDD均高于瓷绝缘子,而下表面的ESDD和NSDD相同。对于污染粒径分布,受绝缘子气动形状的影响,但绝缘子材质的影响可以忽略。
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引用次数: 0
The modeling system of the Ocean Current 洋流的模拟系统
Dongfang Yang, Xiaoju Zhang, S. Manickam
According to the migration theory of Yang Dongfang material content proposed by the author and taking material content as indicator, this article determined the transportation process of material content by ocean current, and obtained the moving trajectory of ocean current, where the ocean current was defined as Yang Dongfang Ocean Current. Taking Pb content as indicator, this article presented the migration process of Pb content in the waters of Jiaozhou Bay under the transportation of ocean current and the moving trajectory of ocean current. Based on the migration theory of Yang Dongfang material content, the results indicated that the ocean current in open sea brought high Pb content to Jiaozhou Bay and left the moving trajectory inside Jiaozhou Bay as the Pb content decreased. The author established a block diagram to elaborate it. Moreover, the results further revealed that the unit water body followed the ocean current from the mouth of the bay along the nearshore waters in the bay and then returned to the mouth of the bay in a counterclockwise direction. Then, under the combined action of ocean current and tides, the unit water body showed a zigzag-shaped movement from east to north and then to the west along the nearshore waters. The center of this bay was almost unaffected by the unit water body. The unit water body took the center of the bay as the center of the circle, and moved in a zigzag shape along the edge. Therefore, the author proposed the movement mechanism of Yang Dongfang Ocean Current, revealed the moving of Yang Dongfang Ocean Current and depicted the submarine geomorphy, such as Jiaozhou Bay. Applying the movement mechanism of Yang Dongfang Ocean Current, this article presented the moving trajectory, direction and position of Yang Dongfang Ocean Current. Similarly, in the southern hemisphere, the pathway and position of the Yang Dongfang Ocean Current remained the same while the direction of the current was opposite. A block diagram was also built to elaborate it.
本文根据作者提出的杨东方物质含量迁移理论,以物质含量为指标,确定了物质含量受洋流的搬运过程,得到了洋流的移动轨迹,其中将洋流定义为杨东方洋流。以Pb含量为指标,研究了胶州湾海域Pb含量在洋流输送作用下的迁移过程和洋流的移动轨迹。基于杨东方物质含量迁移理论,表明远海洋流将高Pb含量带入胶州湾,并随着Pb含量的降低在胶州湾内部留下移动轨迹。作者建立了一个框图来阐述它。此外,结果进一步揭示了单位水体从海湾口沿海湾近岸水域跟随洋流,然后沿逆时针方向返回海湾口。然后,在洋流和潮汐的共同作用下,单元水体沿近岸水域呈现由东向北再向西的“之”字形运动。这个海湾的中心几乎不受单位水体的影响。单元水体以海湾中心为圆心,沿边缘呈之字形移动。在此基础上,提出了杨东方洋流的运动机制,揭示了杨东方洋流的运动规律,描绘了胶州湾等海底地貌。利用杨东方洋流的运动机理,给出了杨东方洋流的运动轨迹、方向和位置。同样,在南半球,杨东方洋流的路径和位置保持不变,但方向相反。还制作了一个框图来详细说明。
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引用次数: 0
Channel Estimation for Cell-Free Massive MIMO Using Conditional GAN 基于条件GAN的无小区大规模MIMO信道估计
Jingru Wang, Dianjun Chen, Xuebin Sun
Channel estimation is a crucial step in communication, and its result will directly affect communication effects and efficiency, especially for cell-free massive MIMO. Cell-free massive MIMO makes channel estimation more frequent, and sending a large number of pilots greatly increases resource consumption. At the same time, the scale of base station antennas is also increasing day by day. Traditional channel estimation algorithms cannot guarantee the estimation effect when the number of pilots is small. This paper proposes a method for channel estimation using the conditional generation network after denoising the pilots using the N2V algorithm. The simulation results show that there is still a good channel estimation effect when the number of pilots is small and the antenna scale is large.
信道估计是通信中至关重要的一步,其结果直接影响通信效果和效率,特别是对于无小区大规模MIMO而言。无小区大规模MIMO使得信道估计更加频繁,发送大量导频大大增加了资源消耗。与此同时,基站天线的规模也日益增大。传统的信道估计算法无法保证导频数较少时的估计效果。本文提出了一种利用N2V算法对导频去噪后的条件生成网络进行信道估计的方法。仿真结果表明,在导频数小、天线规模大的情况下,信道估计效果仍然很好。
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引用次数: 1
Investigation on UAV swarm Defense based on electromagnetic intervention control 基于电磁干预控制的无人机群体防御研究
Mingyu Nan, Yifan Zhu, Tao Wang, Yanfeng Wang
In order to improve the combat effectiveness in the scenario of defensing UAV swarm, and impair the control quality of UAV swarm multi-agent system, this paper proposes some guidance for electromagnetic intervention control strategy. The model of electromagnetic intervention based on probabilities is established successfully. The electromagnetic intervention effect to the UAV swarm control quality is discussed with analytical tools, such as algebraic graph theory, matrix theory, and control theory. The part of works put forward three corollaries and make some intervention strategies to the intervention side. The results of simulation confirm the three corollaries.
为了提高无人机群防御场景下的作战效能,降低无人机群多智能体系统的控制质量,提出了电磁干预控制策略的指导思想。成功地建立了基于概率的电磁干预模型。运用代数图论、矩阵理论和控制理论等分析工具,讨论了电磁干扰对无人机群控制质量的影响。论文部分提出了三个推论,并对干预方提出了干预策略。仿真结果证实了这三个推论。
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引用次数: 0
Research on Non-contact Monitoring Method of Human Knee Joint Movement State 人体膝关节运动状态非接触监测方法研究
Yunwei Li
As people's awareness of sports health continues to increase, the risk of related sports injuries is also increasing. Nearly 70% of running depth enthusiasts have experienced or are suffering from running injuries, and the incidence of knee pain is about 30%. Therefore, the detection of knee joint health is of great significance. However, the traditional wearable sensor monitoring the health of the human knee joint has disadvantages such as the need for medical equipment assistance and difficulty in operation by non-medical personnel. In response to this situation, this article designed a non-contact real-time monitoring of the health of the human knee joint based on deep learning. system. The results show that the non-contact system can monitor the state of motion that is highly in line with the real situation. Comparing the evaluation effect of the traditional medical knee joint scoring scale, the non-contact system evaluation result achieved a performance with an error of 5.95%, which finally verified the practical value of the non-contact human knee joint health monitoring system.
随着人们对运动健康意识的不断提高,相关运动损伤的风险也在不断增加。近70%的跑步深度爱好者曾经历或正在遭受跑步损伤,膝盖疼痛的发生率约为30%。因此,对膝关节健康状况的检测具有重要意义。然而,传统的可穿戴传感器监测人体膝关节的健康状况,存在需要医疗设备辅助、非医务人员操作困难等缺点。针对这种情况,本文设计了一种基于深度学习的非接触式人体膝关节健康实时监测系统。系统。结果表明,该非接触式系统对运动状态的监测与实际情况高度吻合。对比传统医学膝关节评分量表的评价效果,非接触式系统评价结果达到了误差5.95%的性能,最终验证了非接触式人体膝关节健康监测系统的实用价值。
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引用次数: 0
Optimization experiment of ultrasonic scalpel based on finite element analysis 基于有限元分析的超声手术刀优化实验
Fangrui Li, Tongyu Wang
As an important instrument in minimally invasive surgery, the performance of ultrasonic scalpel is decisive for surgical results and surgical safety. Firstly, the modal analysis of the original ultrasonic scalpel is carried out with the help of ANSYS Workbench finite element analysis platform, and the natural frequency and vibration mode of the ultrasonic scalpel in 40khz-70khz are obtained. According to formula C= λ f. The size of the scalpel is optimized, and the size length is optimized to be an integral multiple of the half wavelength, so that the maximum amplitude of the scalpel occurs at the knife head. Secondly, the modal analysis and harmonic response analysis of the optimized ultrasonic scalpel are carried out. The natural frequency mode, displacement amplitude and stress amplitude curves of each frequency are analyzed. Finally, the optimized scalpel size, working frequency and amplitude amplification ratio are determined. The results show that the output amplitude of the optimized scalpel head increases three times and the maximum stress point decreases to half of the original. The amplitude amplification ratio is increased from 1:2 to 1:9, which increases the working efficiency of ultrasonic scalpel.
超声手术刀作为微创手术的重要器械,其性能对手术效果和手术安全起着决定性的作用。首先,借助ANSYS Workbench有限元分析平台对原超声手术刀进行模态分析,得到超声手术刀在40khz-70khz范围内的固有频率和振动模态;根据公式C= λ f.优化了手术刀的尺寸,并将尺寸长度优化为半波长的整数倍,使手术刀的最大振幅出现在刀头处。其次,对优化后的超声手术刀进行了模态分析和谐波响应分析。分析了各频率的固有频率模态、位移幅值和应力幅值曲线。最后确定了优化后的手术刀尺寸、工作频率和振幅放大比。结果表明,优化后的刀头输出振幅增加了3倍,最大应力点减小到原来的一半。振幅放大比由1:2提高到1:9,提高了超声手术刀的工作效率。
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引用次数: 0
期刊
Proceedings of the 2022 2nd International Conference on Control and Intelligent Robotics
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