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2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)最新文献

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Urban-Rural Integrated Public Transport Route System Based on Particle Swarm Algorithm 基于粒子群算法的城乡一体化公交路线系统
Ying-Ying Zheng
The dynamic development of public transportation is an important means to alleviate urban traffic congestion, achieve green travel, and low carbon emissions. However, as China's urbanization process continues to accelerate, the problem of disorderly sprawl in cities has become more and more serious. The demand for public transportation in the vast suburbs is low and scattered. The city center arranges suburban buses through traditional public transportation, which inevitably leads to a waste of public transportation capacity and reduces the operating income of the bus company. This paper studies the urban-rural integrated bus route based on particle swarm algorithm, and studies the related theories of urban-rural integrated bus route based on literature data, and then designs the urban-rural integrated bus route optimization system based on particle swarm algorithm. In addition, the designed system is tested, and the result of the test shows that the optimization result of the transit rate of the bus is not very different from the actual one, and the error is within 1%.
动态发展公共交通是缓解城市交通拥堵、实现绿色出行、低碳排放的重要手段。然而,随着中国城市化进程的不断加快,城市无序蔓延的问题也越来越严重。在广阔的郊区,对公共交通的需求低且分散。市中心通过传统的公共交通安排郊区公交车,这必然造成公共交通运力的浪费,降低公交公司的营业收入。本文研究了基于粒子群算法的城乡一体化公交路线,在文献资料的基础上研究了城乡一体化公交路线的相关理论,设计了基于粒子群算法的城乡一体化公交路线优化系统。此外,对所设计的系统进行了测试,测试结果表明,母线通行率的优化结果与实际相差不大,误差在1%以内。
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引用次数: 0
Application of Artificial Intelligence Based on Data Mining in State Monitoring of Mechanical Equipment 基于数据挖掘的人工智能在机械设备状态监测中的应用
Jiacheng Tang, Ziyan Xu, Rui Li
This article in the understanding of equipment condition monitoring and early warning technique on the basis of the concept and application of, according to the existing equipment condition monitoring of a variety of methods, using L D I S C and S B R two forms of equipment running status in real time forecast and analysis, in order to clear theory of artificial intelligence and data mining technology in the application of machine condition monitoring value.
本文在了解设备状态监测预警技术的概念和应用的基础上,根据现有设备状态监测的多种方法,采用dl I S C和S B R两种形式对设备运行状态进行实时预测和分析,以明确人工智能理论和数据挖掘技术在机器状态监测中的应用价值。
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引用次数: 0
English Teaching Comprehensive Ability Evaluation System Based on K-means Clustering Algorithm 基于k均值聚类算法的英语教学综合能力评价体系
Hongyan Sang
With the implementation of the teaching evaluation system, colleges and universities have accumulated a large amount of teaching evaluation data, and it is urgent to improve teachers' English teaching ability. This research mainly discusses the design of an English teaching comprehensive ability assessment system based on K-means clustering algorithm. The cluster analysis module in the system is used to realize the comprehensive analysis and cluster analysis of the evaluation data involving all teachers. In the system designed in this study, students can input and modify the evaluation data of the instructor. Teachers can view the comprehensive evaluation results of classes and courses. Teaching administrators can classify and query the evaluation results of all teachers and the analysis and processing of the results, as well as the K-means cluster analysis results. The system administrator can modify the indicators and weights, and set the teaching plan. In student evaluation, the average evaluation score of male teachers is higher than that of female teachers, with a difference of 34.6 in the highest score. This article will help improve the teaching quality of teachers.
随着教学评价体系的实施,高校积累了大量的教学评价数据,提高教师的英语教学能力迫在眉睫。本研究主要探讨了基于k均值聚类算法的英语教学综合能力评价系统的设计。利用系统中的聚类分析模块,实现对涉及全体教师的评价数据的综合分析和聚类分析。在本研究设计的系统中,学生可以输入和修改教师的评价数据。教师可以查看班级和课程的综合评价结果。教学管理员可以对所有教师的评价结果进行分类和查询,并对结果进行分析和处理,以及K-means聚类分析结果。系统管理员可以修改指标和权重,设置教学计划。在学生评价中,男教师的平均评价分数高于女教师,最高评价分数相差34.6分。本文将有助于提高教师的教学质量。
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引用次数: 2
System Design of New Energy Demand Service Based on WEB Analysis 基于WEB分析的新能源需求服务系统设计
Zhongping Yu, Honglian Zhou, Juan Ren, Chaoshan Xin, Wei Wang
With the development of economy, countries all over the world pay more attention to the rational development and utilization of new energy, and pursue new energy security and greenhouse gas emission reduction, making energy consumption further develop in the sustainable direction of energy saving, high efficiency, cleanliness and low carbon. Starting from the actual needs of the development of the new energy industry, this article designs a new energy demand service support system based on WEB analysis, discovers hidden and potentially useful information about new energy demand from the massive data of existing Internet WEB resources, and through the analysis of recent. The annual average growth rate of new energy production was investigated, and it was found that solar energy was the most in demand. Its average annual production growth rate reached 27.11%, and then the average production growth rate of wind energy reached 21.47%, indicating that the demand for wind energy is only Second to solar energy.
随着经济的发展,世界各国更加重视新能源的合理开发利用,追求新能源安全和温室气体减排,使能源消费进一步向节能、高效、清洁、低碳的可持续方向发展。本文从新能源产业发展的实际需求出发,设计了一个基于WEB分析的新能源需求服务支撑系统,从现有互联网WEB资源的海量数据中发现新能源需求的隐藏信息和潜在有用信息,并通过对近期数据的分析。对新能源生产的年平均增长率进行了调查,发现太阳能是需求量最大的。其年均产量增长率达到27.11%,其次是风能的年均产量增长率达到21.47%,表明对风能的需求仅次于太阳能。
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引用次数: 0
Athlete Detection and Shadow Removal Algorithm in Track and Field Competition Based on Intelligent Optimization Algorithm 基于智能优化算法的田径比赛运动员检测与阴影去除算法
Q. Yao, Ying Zheng
With the rapid development of today's video technology, new video coding standards are constantly being developed and widely used. Motion estimation is an important part of the video coding system, which can effectively remove the time redundancy between adjacent images in video linkage, and significantly improve coding efficiency. A large number of motion estimation calculations have significantly increased the computational complexity of the video coding system, so finding simple and efficient motion estimation algorithms has always been a research topic in the field of video coding. The current research on athletes' sports evaluation algorithms aims to understand how to effectively link faster sports evaluation algorithms with these new technologies to improve coding. By consulting a large number of literature and questionnaire surveys, this paper gives a detailed overview of the algorithm for the detection and extraction of sports targets and the shadow detection of sports targets. It studies the statistics of athletes' detection accuracy in track and field competitions in a sports college and investigates the statistics on a fitness APP. Detected data on the frequency of male and female track athletes exercising several times a month, and a fitness center uses intelligent optimization algorithms to detect the exercise data of male and female athletes, and the satisfaction of male and female users with the detection experience. Experiments show that the intelligent optimization algorithm proposed in this paper can effectively combine the motion detection characteristics of passengers and athletes with the concrete algorithm, select the appropriate particles, capture the appropriate termination strategy, and calculate the complexity, in order to improve the accuracy of the investigation and reduce the calculation Complexity will develop the same control points and appropriate design constraints.
随着当今视频技术的飞速发展,新的视频编码标准不断被开发和广泛应用。运动估计是视频编码系统的重要组成部分,可以有效去除视频联动中相邻图像之间的时间冗余,显著提高编码效率。大量的运动估计计算大大增加了视频编码系统的计算复杂度,因此寻找简单高效的运动估计算法一直是视频编码领域的研究课题。目前对运动员运动评估算法的研究旨在了解如何将更快的运动评估算法与这些新技术有效地联系起来,以改进编码。本文通过查阅大量文献和问卷调查,对运动目标的检测提取算法和运动目标的阴影检测算法进行了详细的概述。对某体育院校田径比赛运动员检测准确率的统计进行了研究,并对某健身APP的统计数据进行了调查。检测了男女田径运动员每月运动几次的频率数据,健身中心使用智能优化算法检测男女运动员的运动数据,以及男女用户对检测体验的满意度。实验表明,本文提出的智能优化算法可以有效地将乘客和运动员的运动检测特征与具体算法相结合,选择合适的粒子,捕获合适的终止策略,并计算复杂度,以提高调查的准确性,降低计算复杂度,将开发相同的控制点和适当的设计约束。
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引用次数: 0
College Badminton Multimedia Video Image Teaching System Based on Heap Sort Algorithm 基于堆排序算法的高校羽毛球多媒体视频图像教学系统
Ziying Sheng, Kai Wen
The application of network information technology and the popularization of multimedia teaching facilities have further enriched school education methods. Badminton is a net-resistant sport that requires very strict requirements for body, technology, wisdom, etc., and the standardization of technical actions is also quite high. Therefore, multimedia video or image courses optimized by the Heap sort algorithm can be used. As an auxiliary means to enhance the teaching effect. This article investigated 48 students’ interest in learning badminton in college badminton optional courses. 50% of the students are interested in playing badminton, 29.17% of the students are generally interested in playing badminton, and 20.83% of the students are not interested in playing badminton. Compared with traditional teaching, the actual use of video and image teaching methods in badminton courses can more arouse students' enthusiasm, promote teacher-student exchanges, and improve teaching quality.
网络信息技术的应用和多媒体教学设备的普及,进一步丰富了学校的教育方式。羽毛球是一项抗网运动,对身体、技术、智慧等要求非常严格,技术动作的标准化也相当高。因此,可以使用由堆排序算法优化的多媒体视频或图像课程。作为提高教学效果的辅助手段。本文调查了48名大学生在大学羽毛球选修课中学习羽毛球的兴趣。50%的学生对打羽毛球感兴趣,29.17%的学生对打羽毛球一般感兴趣,20.83%的学生对打羽毛球不感兴趣。与传统教学相比,在羽毛球课程中实际运用视频和图像教学方法,更能调动学生的积极性,促进师生交流,提高教学质量。
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引用次数: 0
Intangible Cultural Heritage Digital Protection Technology and System Based on Information Technology 基于信息技术的非物质文化遗产数字保护技术与体系
Yuanbo Gou
The current development of information technology provides a more ideal way to protect intangible cultural heritage, and digital technology also provides a broad space for the protection of intangible cultural heritage. Digital protection of intangible cultural heritage has become a new hot spot for intangible material protection, and the intangible cultural heritage research society has left many intangible cultural heritage archives, which are collected and recorded in digital libraries through digital media, so digital protection technology has become an important way to realize the protection of intangible cultural heritage, and it is also recognized as the most scientific way to preserve and protect intangible cultural heritage. This article focuses on the research of intangible cultural heritage digital protection technology and system based on information technology, and understands related theories of intangible cultural heritage digital protection on the basis of literature data, and then designs the intangible cultural heritage digital protection system based on information technology. The system tests, and the test results show that the average response time of the system login operation is 2.5 s, but the response time of the system increases slightly as the number of users increases.
当前信息技术的发展为非物质文化遗产的保护提供了更为理想的途径,数字技术也为非物质文化遗产的保护提供了广阔的空间。非物质文化遗产数字化保护已成为非物质物质保护的新热点,非物质文化遗产研究会留下了许多非物质文化遗产档案,通过数字媒体在数字图书馆中进行收集和记录,因此数字保护技术已成为实现非物质文化遗产保护的重要途径。它也被认为是保存和保护非物质文化遗产最科学的方式。本文重点研究基于信息技术的非物质文化遗产数字保护技术与体系,在文献资料的基础上了解非物质文化遗产数字保护的相关理论,进而设计基于信息技术的非物质文化遗产数字保护体系。对系统进行测试,测试结果表明,系统登录操作的平均响应时间为2.5 s,但随着用户数量的增加,系统的响应时间略有增加。
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引用次数: 1
Credit Anti Fraud Identification Method Based on Power Big Data 基于电力大数据的信用反欺诈识别方法
S. Zhan, Keqian Tang, Kaixuan Chang, Liang Yuan, Shuo Liu, Zhaoming Li
With the development of Internet finance industry, there are more and more fraud means in credit business. How to effectively prevent credit fraud and reduce credit risk has become a key research topic for financial institutions. Based on the big data of electric power, the evaluation index of enterprise production and operation is established, and the real and objective enterprise production and operation situation is provided for financial units according to the scoring standard. This can assist the decision-making financial units to evaluate the risk of enterprises in the pre loan link, effectively reduce the financing risk of enterprises, and avoid bad debts and non-performing assets.
随着互联网金融行业的发展,信贷业务中的欺诈手段越来越多。如何有效防范信用欺诈,降低信用风险已成为金融机构研究的重点课题。以电力大数据为基础,建立企业生产经营评价指标,按照评分标准为金融单位提供真实、客观的企业生产经营状况。这可以帮助决策金融单位在贷前环节评估企业的风险,有效降低企业的融资风险,避免坏账和不良资产的产生。
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引用次数: 0
Information Extraction and Recognition Algorithm of Test Sheet in Veterinary Laboratory 兽医实验室检测单信息提取与识别算法
Haiping Wang
With the development of medical technology, veterinary clinical trials are increasingly used in disease diagnosis, prevention and treatment. Animal testing is a science that can be directly observed under routine conditions without human intervention. It has the characteristics of randomness, strong accuracy and objectivity. Therefore, in order to ensure the correctness of the test information, it must be strictly controlled; on the other hand, it is necessary to ensure that the test results are correct before the final valid data information can be obtained. Since every information category on the Internet has a large amount of data, collecting information on the Internet, extracting necessary information, and analyzing and recommending based on user behavior will have a huge impact on the online market. At the same time, information extraction technology can be widely used in various fields, but current applications and implementations are mainly concentrated in specific fields. How to extract information more quickly and accurately and improve the quality and performance of extraction is also a hot and difficult point. In order to increase the awareness of relevant departments on the importance of laboratory testing and testing, strengthen the construction of veterinary drug laboratories. This article adopts experimental analysis and data analysis methods, and aims to use the advantages of information extraction and recognition algorithms to extract effective data from veterinary laboratory test reports more accurately and efficiently, and to improve the quality and performance of information extraction. According to the research results, under the test template, the extraction speed of the test sheet to be tested is faster, and the extraction accuracy is higher than the recognition accuracy, and the recognition ability needs to be further improved.
随着医学技术的发展,兽医临床试验越来越多地应用于疾病的诊断、预防和治疗。动物实验是一门可以在常规条件下直接观察而无需人为干预的科学。它具有随机性、准确性和客观性强的特点。因此,为了保证测试信息的正确性,必须严格把控;另一方面,在获得最终有效的数据信息之前,必须保证测试结果的正确性。由于互联网上的每一个信息类别都有大量的数据,在互联网上收集信息,提取必要的信息,并根据用户的行为进行分析和推荐,将对网络市场产生巨大的影响。同时,信息提取技术可以广泛应用于各个领域,但目前的应用和实现主要集中在特定领域。如何更加快速准确地提取信息,提高提取的质量和性能也是一个热点和难点。为提高有关部门对实验室检测和检测重要性的认识,加强兽药实验室建设。本文采用实验分析和数据分析的方法,旨在利用信息提取和识别算法的优势,更准确、高效地从兽医实验室检测报告中提取有效数据,提高信息提取的质量和性能。研究结果表明,在测试模板下,待测测试单的提取速度较快,提取精度高于识别精度,识别能力有待进一步提高。
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引用次数: 0
Research on Automatic Control Technology of Railway Signal Equipment 铁路信号设备自动控制技术研究
Zhiyuan Liang
With the rapid development of my country's transportation industry, people's travel has become more and more convenient, and the smooth operation of trains cannot be separated from the signal transmission of railway signal equipment. Now digital signal processing technology is beginning to be widely used. The railway signal interlocking system is the switch of the automatic control signal circuit, which can realize remote automatic operation and plays a vital role in the safety of the train. Through in-depth research on the automatic control and intelligence of railway signal equipment, the combination of relay interlocking and computer technology can optimize railway automation control technology, replacing traditional manual operation. Starting from the current development of railway signal equipment, the article compares the differences between the two interlocking systems of relay interlocking and computer interlocking, and emphasizes that the electrical characteristics of key equipment relays should be strengthened, which has a certain degree of realization of the automatic control of railway signal equipment. Theoretical and practical significance.
随着我国交通运输业的快速发展,人们的出行越来越方便,列车的顺利运行离不开铁路信号设备的信号传输。现在数字信号处理技术开始得到广泛的应用。铁路信号联锁系统是自动控制信号电路的开关,可以实现远程自动操作,对列车的安全运行起着至关重要的作用。通过对铁路信号设备自动化控制与智能化的深入研究,将继电器联锁与计算机技术相结合,可以优化铁路自动化控制技术,取代传统的人工操作。文章从铁路信号设备的发展现状出发,比较了继电器联锁和计算机联锁两种联锁系统的区别,强调应加强关键设备继电器的电气特性,对实现铁路信号设备的自动控制具有一定的意义。理论和现实意义。
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引用次数: 0
期刊
2021 IEEE 3rd International Conference on Civil Aviation Safety and Information Technology (ICCASIT)
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