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2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)最新文献

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Thermal-mechanical evolution of arc additive manufacturing process through digital image correlation 基于数字图像相关的电弧增材制造过程热-力学演化
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00014
Wenhao Zhang, Haihua Liu
{"title":"Thermal-mechanical evolution of arc additive manufacturing process through digital image correlation","authors":"Wenhao Zhang, Haihua Liu","doi":"10.1109/AIAM54119.2021.00014","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00014","url":null,"abstract":"In this study, the digital image correlation (DIC) method was used to obtain the full-field strain in the arc additive manufacturing process successfully, and the evolution process of temperature field, stress field and strain field during the deposition of 304 stainless steel thin-walled parts was analyzed by combining infrared thermal imager and finite element method. The results show that the temperature field and strain field simulated by finite element are in good agreement with the data measured by additive experiment, and the principal strain of the deposited component shows a trend of periodical accumulation and increase with temperature. During the arc additive manufacturing process, the area near the molten pool expands under heat, and the molten pool area is tensile stress. After the deposition, the stress inside the component is mainly compressive stress, presenting a “multi-peak” symmetrical distribution.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"7 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":"133306224","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
Innovative Evaluation Method of Academic Papers in Colleges and Universities Based on Deep Learning 基于深度学习的高校学术论文评价创新方法
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00097
Jinhang Liu
{"title":"Innovative Evaluation Method of Academic Papers in Colleges and Universities Based on Deep Learning","authors":"Jinhang Liu","doi":"10.1109/AIAM54119.2021.00097","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00097","url":null,"abstract":"As a form of knowledge, thesis is a staged result of scientific research. It is of great value to make full use of artificial intelligence and its deep learning and other ways to establish a scientific innovation system of evaluation for academic papers. In the innovation evaluation of academic papers in colleges and universities, the data models of various knowledge elements contained in academic papers are constructed by establishing the characteristics of academic papers. By extracting innovative sentences to construct a sentence-level corpus of academic papers, based on innovative knowledge elements and conclusion knowledge unit data models, innovative sentences and concluding sentences are instantiated. It is an effective attempt to analyze and train the evaluation mode and characteristics of excellent papers by deep learning method.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"25 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":"122001962","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 Mechanical Performance of 3D Printed Circuit Board 3D打印电路板的机械性能
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00073
Mengmeng Li, Shimin Zhai, Jiming Wang, Ran Wang
{"title":"The Mechanical Performance of 3D Printed Circuit Board","authors":"Mengmeng Li, Shimin Zhai, Jiming Wang, Ran Wang","doi":"10.1109/AIAM54119.2021.00073","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00073","url":null,"abstract":"3D printed circuit boards can improve the maintenance efficiency of electronic equipment. Nano-silver conductive tracks were printed on a commercial electronics grade fibre glass (E-glass) reinforced substrate material using a self-designed paste extrusion 3D printer, and the mechanical behaviors of sintered nano-silver paste were studied. The dog-bone-shaped specimens printed by 3D printer, were sintered at different temperatures, and then the sintered specimens were removed from the substrate, measuring their tensile behaviors, i.e. stress-strain curves. The square specimens were printed and the pull-off and shear adhesion tests were objected to quantify adhesive strength. For nano-silver paste materials, with the increase of curing temperature, the Young's modulus increases and the porosity decreases, while the bond strength between the cured silver and the substrate decreases.","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":"123497880","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
Product Information Visualization Systems in the Era of Intelligence 智能时代的产品信息可视化系统
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00108
Xinwei Li, Muzi Qu
{"title":"Product Information Visualization Systems in the Era of Intelligence","authors":"Xinwei Li, Muzi Qu","doi":"10.1109/AIAM54119.2021.00108","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00108","url":null,"abstract":"In the era of artificial intelligence and big data, visualization is an inevitable trend for product information expression. To transmit comprehensive, accurate, efficient, and clear product information, designers need to leverage information technologies such as big data analytics, image recognition and natural language processing to enrich product information visualization. This paper discussed the key practices when utilizing big data and artificial intelligence in product information design and proposed a methodology of product information visualization. Through qualitative analysis, interdisciplinary and comparative research methods, intelligent data information is implemented in human-computer interaction experience. It is an urgent development problem of the integration of design and technology in the AI's times.","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":"129252872","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
Design and Implementation of Supermarket Shopping Robot 超市购物机器人的设计与实现
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00055
Xiaoming Zhang, Qianhao Xu, Beng Li, Li Liu
{"title":"Design and Implementation of Supermarket Shopping Robot","authors":"Xiaoming Zhang, Qianhao Xu, Beng Li, Li Liu","doi":"10.1109/AIAM54119.2021.00055","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00055","url":null,"abstract":"Traditional robots previously needed people to input instructions, and demanded people's observation and judgment to determine how the robot starts work. However, robot in this mode not only has extremely low efficiency, but also wastes manpower, lacking scientificity and practicality. Manual errors lead to large-scale machine strikes and cause major accidents and losses. Independent of manual intervention, the project in this study designs a fully automated robot. Arduino is used as the lower computer language and Python is used as the upper computer language to develop the robot control system in this project, and the Arduino Mega2560 is used as the development board for the core control hardware. The main objective of this project is to accurately recognize the set objects in the warehouse and pick them, and then place the objects in the designated containers. There are unknown interferents in some containers, and the robot need recognize the interferent before placement and ignore the containers.","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":"130182405","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
Data Mining and Business Intelligence in SME Customer Relationship Value Analysis 中小企业客户关系价值分析中的数据挖掘和商业智能
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00109
Siyuan Jia, M. Pan, Wenlong Sun, Harubwira Nyampinga Joyce, Yan Wang, Wen-Bin Zheng
{"title":"Data Mining and Business Intelligence in SME Customer Relationship Value Analysis","authors":"Siyuan Jia, M. Pan, Wenlong Sun, Harubwira Nyampinga Joyce, Yan Wang, Wen-Bin Zheng","doi":"10.1109/AIAM54119.2021.00109","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00109","url":null,"abstract":"As a tool and system, business intelligence plays a vital role in the strategic planning process of a business company. Business intelligence provides companies with functions such as collecting, storing, accessing, and analyzing company data. In the traditional business model, most companies use human resources to track these large amounts of data and information. And business intelligence provides an automated data processing method that significantly improves efficiency. During a customer relationship management service system, a large amount of data will be generated and stored. With this natural data advantage, data analysis has more possibilities in customer relationship management service systems. Based on the business intelligence system, this paper analyzes the data of the customer system. It puts forward the K-means clustering method to analyze the customer quality, the fuzzy set clustering algorithm to examine whether the customer is active. The rough set algorithm to judge to improve the user activity decision analysis. The proposed intelligent business system brings new technical solutions to the maintenance of current corporate customer relationships.","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":"128903004","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
Evaluation and Decision Methods for Product Configuration Design Process based on Network Planning Technology with the Demand Preferences of Customers 基于客户需求偏好的网络规划技术产品配置设计过程评价与决策方法
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00096
Tao Yang, Qiuyue Wang, Qingming Fu, Yulin Li
{"title":"Evaluation and Decision Methods for Product Configuration Design Process based on Network Planning Technology with the Demand Preferences of Customers","authors":"Tao Yang, Qiuyue Wang, Qingming Fu, Yulin Li","doi":"10.1109/AIAM54119.2021.00096","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00096","url":null,"abstract":"In the process of product configuration design, the change of customer demand preference will inevitably lead to the increase of product configuration tasks and the extension of product configuration cycle. In order to satisfy the customer demand preference and optimize the product configuration design scheme under the constraints of the product configuration design cycle, a customer demand evaluation and decision-making method based on network planning technology is proposed to meet the diversified and personalized needs of customers. Firstly, based on the product configuration design module and the subdivision results of the configuration process, the network planning technology is used to calculate the required period of the initial product configuration scheme under common requirements. Then, through the mapping relationship between the customers personalized configuration requirements and the product configuration module, a product configuration design model considering the customer demand preference is constructed. Meanwhile, the periodic constraint vector algorithm is used to evaluate the customer demand preference and determine whether to respond to the customer preference information. Finally, an example is given to verify the scientificity, rationality and effectiveness of the proposed method.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"36 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":"127882400","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
Influence of Blade Tip Structure Change on Aerodynamic Noise of Wind Turbine under Yaw 偏航条件下风力机叶尖结构变化对气动噪声的影响
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00125
Yao Hu, Yuanjun Dai, Baohua Li
{"title":"Influence of Blade Tip Structure Change on Aerodynamic Noise of Wind Turbine under Yaw","authors":"Yao Hu, Yuanjun Dai, Baohua Li","doi":"10.1109/AIAM54119.2021.00125","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00125","url":null,"abstract":"In order to study the influence of blade tip structure change on aerodynamic noise of wind turbine under yaw, unmodified blade and double fork blade tip structure were studied 0=60° blade is simulated under the yaw angle of 0, 5, 15 and 30 respectively. The results show that the surface noise of both blades decreases with the increase of yaw angle. Compared with the unmodified blade, the variation range of blade surface noise with double fork tip structure is smaller. Under any yaw condition, the surface noise of the double fork modified blade is smaller than that of the unmodified blade, which is reduced by 1.6%, 1.4%, 1.7% and 0.09% respectively under the above four working conditions. This result provides a new idea for the low noise design of wind turbine blades.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"78 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":"124454334","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
DSPN: Deadlock Detection and Solutions of Reachability Graphs for Petri Nets Petri网可达图的死锁检测与解
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00008
Xiong Wei, Meng Cheng
{"title":"DSPN: Deadlock Detection and Solutions of Reachability Graphs for Petri Nets","authors":"Xiong Wei, Meng Cheng","doi":"10.1109/AIAM54119.2021.00008","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00008","url":null,"abstract":"Deadlocks will lead to a lower utilization of resources, and even crashes of a system. And 3% of program defects are caused by deadlocks. The petri net refers to a mathematical representation of discrete parallel systems, and it can effectively represent the net model of resource flow. This paper judges the system liveness via the reachability graphs of Petri nets, determines the minimum cut set that causes deadlock by the fault diagnosis, combines the reachability graphs and the effective location of fault diagnosis to determine the problems which causes no liveness in Petri nets, solves the deadlock issue through the improvement of the directed arc of problems, and verifies the effectiveness of the proposed method by a mutex.4.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"92 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":"122789859","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
Paraphrase Identification Based on Interpretable Mechanism 基于可解释机制的释义识别
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00090
Lin Li, BinBin Lai, Jiangping Huang
{"title":"Paraphrase Identification Based on Interpretable Mechanism","authors":"Lin Li, BinBin Lai, Jiangping Huang","doi":"10.1109/AIAM54119.2021.00090","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00090","url":null,"abstract":"Paraphrase identification is an important branch of natural language understanding. This paper proposes a vector representation method integrating explanatory text by adding the semantic features of explanatory text to the word vector representation, the vector representation integrates the common interpretation information of words outside the sentence, so as to enrich the semantics of vector representation. This paper obtains explanatory texts from the corpus of Modern Chinese Dictionary. Using a variety of neural network structures on the LCQMC, this work obtained more than 1% performance improvement with fusing explanatory text. The experimental results show that the vector representation of fused explanatory text is more suitable for the task of paraphrase recognition.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"153 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":"123326445","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
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