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Research on the Relaxation and Creep Characteristics of Tread Rubber Based on Thermal and Mechanical Coupling 基于热-力耦合的胎面橡胶松弛蠕变特性研究
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00030
Long Chen
{"title":"Research on the Relaxation and Creep Characteristics of Tread Rubber Based on Thermal and Mechanical Coupling","authors":"Long Chen","doi":"10.1109/AIAM54119.2021.00030","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00030","url":null,"abstract":"The viscoelasticity of the tread rubber material directly affects the performance of the tire. Therefore, this paper studied the viscoelasticity based on the tread rubber. First, a Yeoh constitutive model to characterize the mechanical properties is established, and the factors affecting the viscoelasticity of rubber are analyzed. Second, the coupled thermoelastic equation and geometric model of the tire are established by the thermal-mechanical method, and its periodic stress loading history is fitted by Fourier sine series. The mathematical function expression among strain, temperature, and frequency is established to obtain the hysteresis temperature rise of the tread rubber block. Finally, the viscoelastic properties of rubber materials at different temperatures are studied. The results show that the storage modulus of rubber decreases with the increase of temperature. After the temperature exceeds 60°C, the storage modulus tends to be stable, and the longitudinal sliding stiffness and cornering stiffness of the tire decrease. Moreover, the temperature of the tread increases as the slip rate and slip angle increase, showing hysteresis.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129585792","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
The Design of the Hybrid Intrusion Detection System ABHIDS 混合入侵检测系统ABHIDS的设计
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00078
Li Mao, Linyan Tang
{"title":"The Design of the Hybrid Intrusion Detection System ABHIDS","authors":"Li Mao, Linyan Tang","doi":"10.1109/AIAM54119.2021.00078","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00078","url":null,"abstract":"Information system security is very important and very complicated, security is to prevent potential crisis. To detect both from external invasion behavior, also want to check the internal unauthorized behavior. Presented here ABHIDS hybrid intrusion detection system model, designed a component Agent, controller, storage, filter, manager component (database), puts forward a new detecting DDoS attacks (trinoo) algorithm and the implementation. ABHIDS adopts object-oriented design method, a study on intrusion detection can be used as a working mechanism of the algorithms and test verification platform.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128331062","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 Progress in the Field of Image Completion 图像补全领域的研究进展
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00086
Quanfeng Li, Lingxi Hu, Qiqi Shang, Yawen Wang, Linhua Jiang, Wei Long
{"title":"Research Progress in the Field of Image Completion","authors":"Quanfeng Li, Lingxi Hu, Qiqi Shang, Yawen Wang, Linhua Jiang, Wei Long","doi":"10.1109/AIAM54119.2021.00086","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00086","url":null,"abstract":"Image completion technology is a challenging research direction in the field of image restoration. The traditional image completion technology mainly fills the missing areas with missing values based on the information of the unmissed areas of the image. Traditional image completion can well complement images with a small missing area and relatively simple texture structure, but it does not work well for images with large missing areas or complex texture structures. With the continuous development of deep learning, the performance of image restoration has been significantly improved. The image completion method based on deep learning can learn the high-level features of the image, so that the result of the completion is more realistic. This article reviews the image completion technology, introduces the basic principles of typical methods and compares their advantages and disadvantages. Finally, we analyze the future research directions in this field and put forward prospects.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120997003","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 Status of High Entropy Thermal Barrier Coatings: A Review 高熵热障涂层的研究现状
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00017
Jingyi Yu, R. Mu
{"title":"Research Status of High Entropy Thermal Barrier Coatings: A Review","authors":"Jingyi Yu, R. Mu","doi":"10.1109/AIAM54119.2021.00017","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00017","url":null,"abstract":"Thermal barrier coatings (TBCs) are widely used in aero-engine because of their excellent properties such as low thermal conductivity, high temperature resistance, corrosion resistance, oxidation resistance, and abrasion resistance. TBCs can effectively protect the hot end parts made of nickel-based superalloys. The service temperature and service life of the hot end components are improved, and the efficiency of the gas engine is increased. Compared with traditional thermal barrier coating materials, high entropy alloys and high entropy ceramic have better thermal stability, oxidation resistance, corrosion resistance, and phase stability, which have become a research hotspot of new TBCs materials for aero-engines. The definition and connotation of high entropy alloys are summarized. The research status of high entropy thermal barrier coatings is introduced, including coatings' design principles and preparation technologies, domestic and abroad development status, and the research and application prospect of high entropy thermal barrier coatings are prospected","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116769456","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
Trend of Intelligent Robot Application Based on Intelligent Agriculture System 基于智能农业系统的智能机器人应用趋势
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00050
Xiaoming Han, Lu Xu, Yifei Peng, Zefeng Wang
{"title":"Trend of Intelligent Robot Application Based on Intelligent Agriculture System","authors":"Xiaoming Han, Lu Xu, Yifei Peng, Zefeng Wang","doi":"10.1109/AIAM54119.2021.00050","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00050","url":null,"abstract":"At present, China's artificial intelligence technology, Internet technology development increasingly mature, gradually applied in the field of agricultural robots. The use of artificial intelligence technology to assist agricultural production can significantly improve the quality and efficiency of agricultural production, effectively promote farmers' increased production and income, and increase their economic benefits. This paper analyzes the necessity of agricultural mechanization from the current situation of agricultural development in China, and analyzes the wide application of agricultural robots from the current situation of agricultural mechanization. Six key technologies of artificial intelligence used in modern intelligent agricultural robots are listed, and some application examples are provided corresponding to these technologies. This article explores the development trend of artificial intelligence in intelligent agriculture, and proposes the concept of “four-dimensional agriculture” with decentralized integration of supply, transportation and marketing of agricultural products, as well as the concept of an overall solution of “intelligent agriculture” based on intelligent robotics. The content includes: 1. remote intelligent agricultural monitoring; 2. standardized production of agricultural products; 3. safety traceability and anti-counterfeit authentication of agricultural products.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125460253","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
Realization of Intelligent Cleaning Control System for Photovoltaic Modules 光伏组件智能清洗控制系统的实现
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00124
Xiaojing Jiang
{"title":"Realization of Intelligent Cleaning Control System for Photovoltaic Modules","authors":"Xiaojing Jiang","doi":"10.1109/AIAM54119.2021.00124","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00124","url":null,"abstract":"With the gradual decrease of primary energy sources and the increasing demand for power resources in society, the development of solar energy has attracted worldwide attention. Photovoltaic power generation technology has developed rapidly, and more and more photovoltaic power plants have been built in various countries around the world. Long-term exposure of photovoltaic modules to the outdoors can cause serious ash deposit, and affect the efficiency of photovoltaic power generation, which is why the photovoltaic modules need to be cleaned. This paper designs and implements an intelligent cleaning control system for photovoltaic modules, which is divided into a server system and a Web system. The software and hardware interaction uses Socket communication technology. The server system realizes the one-to-many communication function with the Web system and the cleaning robot, the intelligent cleaning control strategy function, the cleaning robot data storage and the forwarding function of control commands. The Web system mainly realizes information management and intelligent cleaning control functions. The system realizes the information management and intelligent control of the cleaning robot, improves the power generation efficiency of photovoltaic modules, and thereby enhances the economic benefits of photovoltaic power plants.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131271382","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
Neural Network-based Optimization of Rescue Performance of Nitrogen Explosion Type Hydraulic Breaker 基于神经网络的氮爆型液压破碎机救援性能优化
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00047
Tao Jiang, Xinlei Ye, Ning Cheng, Zheng Li, Caiping Zhang
{"title":"Neural Network-based Optimization of Rescue Performance of Nitrogen Explosion Type Hydraulic Breaker","authors":"Tao Jiang, Xinlei Ye, Ning Cheng, Zheng Li, Caiping Zhang","doi":"10.1109/AIAM54119.2021.00047","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00047","url":null,"abstract":"The original intention of hydraulic breaker design is to be used as a demolition equipment in roads, mines and ruins. Because of its excellent demolition performance, it played a certain role in rescue. And compared with other professional rescue equipment, the design cost is lower. However, because its safety cannot be guaranteed, there is a problem of insufficient rescue performance. Therefore, the comprehensive performance evaluation system of large multi-functional rescue attachments is used to evaluate a nitrogen explosion type hydraulic breaker, and the impact energy and frequency are determined as the rescue performance indicators. Establish a simulation model of hydraulic breaker using power bond graph method and verify its accuracy. The key factors are determined by analyzing the impact of various parameters of the hydraulic breaker on the rescue performance; Comprehensive utilization of uniform design-neural network-genetic algorithm to optimize the rescue performance. The results show that the rescue performance evaluation of the optimized hydraulic breaker is improved. It has reference significance for the conversion of other existing earth-moving machinery into rescue equipment.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131273084","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 on Intelligent Operation Support Technology for 5G Nuclear-Powered Ships 5G核动力船舶智能作战保障技术研究
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00105
Jingjing Liao, Xinjian Ou, Wu Zhao, Xianming Li, Qiwang Yu
{"title":"Research on Intelligent Operation Support Technology for 5G Nuclear-Powered Ships","authors":"Jingjing Liao, Xinjian Ou, Wu Zhao, Xianming Li, Qiwang Yu","doi":"10.1109/AIAM54119.2021.00105","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00105","url":null,"abstract":"In order to improve the informatization level of the operation support of the nuclear-powered ship platform, an open system of digital capabilities based on 5G is constructed to realize intelligent decision-making and agile empowerment of the power system. Based on the technical characteristics of 5G network resources virtualization and capability service, a new 5G digital intelligence enabling architecture is proposed by breaking through the cloud edge collaboration and multi-source heterogeneous data fusion technology, to realize the opening of micro-service capability of the operation system, and flexible arrangement, give birth to new intelligent application styles such as intelligent operation and maintenance management, unmanned intelligent patrol inspection, virtual maintenance of equipment, etc. for nuclear power ships. The deployment of applications will multiply the operation information capability of nuclear-powered ships.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132139081","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
Fault Diagnosis Method and Application of Direction Axis Kernel Partial Least Squares 方向轴核偏最小二乘故障诊断方法及应用
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00123
Ju Li
{"title":"Fault Diagnosis Method and Application of Direction Axis Kernel Partial Least Squares","authors":"Ju Li","doi":"10.1109/AIAM54119.2021.00123","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00123","url":null,"abstract":"In the actual oil extraction process of the pumping unit, the data showed multiple features, repeatability and other problems, so that hidden information of variables cannot be completely expression, obtain low fault diagnosis accuracy, so a fault diagnosis methods based on the direction axis kernel partial least squares (DAKPLS) was proposed. The main contributions are as follows: (1) Constructing the maximum covariance set as direction axis for projection to maximize the degree of heterogeneity between data. (2) Construct a contribution map method to identify the source of failure variables. Compared with KPLS, obtain more latent variables between input and output variables. Applying the DAKPLS method to the process fault diagnosis of the pumping unit can accurately detect the fault and reduce the false alarm and false alarm rate, which shows the effectiveness of the proposed DAKPLS method.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115355181","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 on Path Planning Algorithm of Service Robot in Dynamic Environment 动态环境下服务机器人路径规划算法研究
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00101
Yunfei Xia, Yang Zheng, Xing Wang, Lin Zhang, Liang Wang
{"title":"Research on Path Planning Algorithm of Service Robot in Dynamic Environment","authors":"Yunfei Xia, Yang Zheng, Xing Wang, Lin Zhang, Liang Wang","doi":"10.1109/AIAM54119.2021.00101","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00101","url":null,"abstract":"With the popularity of service robots in dynamic environments such as hospitals and shopping malls, traditional path planning algorithms have problems such as inflection points of planning paths and difficulty in effectively avoiding dynamic obstacles. In response to these problems, this paper proposes an optimization algorithm based on A* and dynamic window method (DWA). First, in the global path planning, the number of turning points is reduced by deleting redundant turning points. Secondly, by establishing the motion model of the obstacle, the range of the dynamic obstacle is updated to the static environment, and the dynamic obstacle avoidance ability of the DWA algorithm is improved. Finally, the optimized A* algorithm is combined with the DWA algorithm to realize the path planning of the service robot in a dynamic environment. Experimental results show that the algorithm reduces the global path length without disturbing dynamic obstacles, the path is smoother, and the dynamic obstacle avoidance ability is more reliable.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116353861","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
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