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

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Study on Tribological Properties of Hydraulic Cylinders for Intelligent Manufacturing 面向智能制造的液压缸摩擦学特性研究
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00034
Haizhen An, Weiwei Zhu, Yuanyuan Sun, X. Bai
{"title":"Study on Tribological Properties of Hydraulic Cylinders for Intelligent Manufacturing","authors":"Haizhen An, Weiwei Zhu, Yuanyuan Sun, X. Bai","doi":"10.1109/AIAM54119.2021.00034","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00034","url":null,"abstract":"Four-ball testing machine was used to investigate the tribological properties of pentaerythritol oleate in the second type of base oil and hydraulic oil. The influence of different additive concentrations and loads on its tribological properties was studied. The results show that pentaerythritol oleate exhibits good anti-wear performance in type II base oil and hydraulic oil. In type II base oil, the additive concentration is in the range of 0.1% to 4%, with 1% being the best. The friction coefficient decreases the most. Observing the morphology of the friction surface, the tribological mechanism of pentaerythritol oleate in the type II base oil was dicussed.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"130 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":"115894727","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
Reliability evaluation of aerospace engines based on performance degradation distribution 基于性能退化分布的航空发动机可靠性评估
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00009
Ling Zhao, Hengshan Zong, Xingyu Wang, Na Wang, Zeyu Jiao
{"title":"Reliability evaluation of aerospace engines based on performance degradation distribution","authors":"Ling Zhao, Hengshan Zong, Xingyu Wang, Na Wang, Zeyu Jiao","doi":"10.1109/AIAM54119.2021.00009","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00009","url":null,"abstract":"The aerospace engine is the most important part of the spacecraft, and it is related to whether the spacecraft can operate efficiently and stably. According to statistics, more than 90% of aerospace accidents are caused by the failure of aerospace engines. Therefore, predicting the remaining useful life (RUL) of aerospace engines is of great significance for ensuring the safety of astronauts and avoiding property losses. This study proposes a space engine reliability assessment method based on the distribution of performance degradation, which can be utilized to predict the remaining useful life of space engines based on historical data. The experimental results show that the method proposed in this study can numerically express the remaining useful life in the form of probability, which has great engineering and practical significance for aerospace engineering.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"35 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":"132350418","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 Floyd Algorithm in Route Optimization of Dangerous Goods Transportation under Artificial Intelligence 人工智能下危险品运输路线优化中的Floyd算法研究
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00053
Xinke Du
{"title":"Research on Floyd Algorithm in Route Optimization of Dangerous Goods Transportation under Artificial Intelligence","authors":"Xinke Du","doi":"10.1109/AIAM54119.2021.00053","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00053","url":null,"abstract":"With the rapid development of global economy, chemical industry has become the main source of national economic income. As an essential part of chemical industrial products, dangerous goods have become a hot topic for the public. This article mainly focuses on the use of related algorithms for route optimization analysis under the consideration of artificial intelligence for the road transportation of dangerous goods. Through case analysis, the analytic hierarchy process is used to determine the index system and weight, and then the application of Floyd algorithm in choosing the optimal route of dangerous goods road transportation is introduced. Through the analysis of individual cases of R company, this paper provides a reference for most other companies in road transportation of dangerous goods. It promotes the reduction of risks in the entire transportation link, improves safety and transportation efficiency, and achieves more safety and economic goals.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"62 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":"131399178","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
Power Data Quality Optimization and Evaluation Based on BPNN 基于bp神经网络的电力数据质量优化与评价
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00106
Xinyi Feng
{"title":"Power Data Quality Optimization and Evaluation Based on BPNN","authors":"Xinyi Feng","doi":"10.1109/AIAM54119.2021.00106","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00106","url":null,"abstract":"With the continuous improvement of the information technology and communications of Smart Grid, the electric power big data environment has been formed. The data shows diversity and multi-source characteristics. How to ensure the quality of power data in the computer organization under the condition of heterogeneity is the premise of making relevant decisions. This paper firstly gives the definition of Data Space of power enterprises, analyzes the factors affecting the quality of data in the computer environment, and gives the relevant architecture of processing power data in the data space. Secondly, based on business flow and Petri net in the computer environment, this paper constructs the data flow and quality control model of the front and back platforms. The former represents the data flow in the power business and abstracts it to form Petri net computer information flow, so that the data can achieve the effect of cleaning while flowing in the business process. Finally, an evaluation index system is built and back-propagation neural network (BPNN) is used to determine the weight, a case study is given to verify the effectiveness of the proposed method.","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":"127035320","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
Path Planning for Welding Robot based on Ant colony Optimization Algorithm 基于蚁群优化算法的焊接机器人路径规划
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00081
Chenxu Duan, Pan Zhang
{"title":"Path Planning for Welding Robot based on Ant colony Optimization Algorithm","authors":"Chenxu Duan, Pan Zhang","doi":"10.1109/AIAM54119.2021.00081","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00081","url":null,"abstract":"Since welding robots have to traverse a large number of welding points during welding operations, the length of the welding path directly affects the working time and production efficiency of the automatic line. In respect to the problem that traditional path planning methods are not suitable for multi-target points, a path planning method based on ant colony optimization algorithm (ACO) is proposed. Firstly, the robot's working environment is simulated with the grid method, then the ACO algorithm model is established, and finally an optimal welding path is obtained through algorithm convergence. Taking the shortest welding path as the planning goal, the simulation experiment is carried out in MATLAB software. The results show that the method obtains the optimal path planning effect under the condition of a small number of iterations, and verifies the feasibility of applying the ACO algorithm to the path planning for welding robots.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"33 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":"125608675","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
Application of Artificial Intelligence in Libraries 人工智能在图书馆中的应用
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00072
Jingjing Li, Hao Wang
{"title":"Application of Artificial Intelligence in Libraries","authors":"Jingjing Li, Hao Wang","doi":"10.1109/AIAM54119.2021.00072","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00072","url":null,"abstract":"Artificial intelligence (AI) has shown great promise for applications with large breakthroughs in pattern recognition, knowledge mapping, computer vision, and human-machine interaction. In this paper, firstly, the key technical features of AI in library application are studied, and its application in library stack building, stack management and information retrieval service is analyzed; then the existing problems of artificial intelligence in library application are analyzed; and finally the corresponding application service countermeasures are put forward, which can provide reference for related researchers and staff.","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":"124279550","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
Robot Flexible Polishing Methods for Curved Mold and Adaptive Impedance Control 曲面模具机器人柔性抛光方法及自适应阻抗控制
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00048
Yong Yang, Shengzong Zhou, G. Chang, Jinxing Yang, Weilong Huang, Jun Li
{"title":"Robot Flexible Polishing Methods for Curved Mold and Adaptive Impedance Control","authors":"Yong Yang, Shengzong Zhou, G. Chang, Jinxing Yang, Weilong Huang, Jun Li","doi":"10.1109/AIAM54119.2021.00048","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00048","url":null,"abstract":"In the automatic polishing process by industrial robot, the curvature variation at the polishing point will cause the problem of uneven polishing quality. To solve the problem, polishing methods based on constant down displacement and constant downforce are analyzed according to elliptical Hertzian contact theory. Then, the constant stress polishing methods based on displacement and force are proposed. Simulations are performed by finite element analysis software. The stress changes of four polishing methods during the polishing process are compared. Finally, a force control strategy based on speed regulation and impedance control algorithm is adopted to ensure the stability of the tool and workpiece contact during machining. The results show that stable polishing stress can be obtained by the constant stress polishing methods based on down displacement and downforce. Therefore, it is feasible to control the uniformity of polishing quality by adjusting the displacement or downforce of an industrial robot.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"11 50","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114044353","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
Typical Architecture and System Integration of Digital Factories in Discrete Industries 离散工业中数字工厂的典型架构与系统集成
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00041
Guotao Jiao, Chengran Wang, Tingyu Ji, Xin Zhang, Shiqi Jia
{"title":"Typical Architecture and System Integration of Digital Factories in Discrete Industries","authors":"Guotao Jiao, Chengran Wang, Tingyu Ji, Xin Zhang, Shiqi Jia","doi":"10.1109/AIAM54119.2021.00041","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00041","url":null,"abstract":"Intelligent manufacturing is the main direction for manufacturing transformation and upgrading. As an important carrier of product intelligence and manufacturing process intelligence, digital factory is a key component of intelligent manufacturing. This paper starts with analyzing the key characteristics of digital factories in discrete industries, and investigates the overall architecture and connotation elements of digital factories including corporate resource planning, product life cycle management, manufacturing execution systems, logistics management and automation layers. By analyzing the typical business blueprint of the digital factory including product development and process management business process, production planning and execution business process, and product quality control business process, the key factor in the digital factory-system integration is illustrated.","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":"115055694","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
Analytical modeling and calculation of hydrodynamic pressure field caused by Rankine rotating body based on potential flow theory 基于势流理论的朗肯旋转体动水压力场分析建模与计算
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00010
Erli Wang, H. Deng
{"title":"Analytical modeling and calculation of hydrodynamic pressure field caused by Rankine rotating body based on potential flow theory","authors":"Erli Wang, H. Deng","doi":"10.1109/AIAM54119.2021.00010","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00010","url":null,"abstract":"This paper focus on establishing and solving the theoretical model of the pressure distribution caused by the submarine, which can be simplified to Rankine rotating body, by using the boundary element method, which is based on the spatial potential flow theory. With consideration of the characteristics of the sailing Rankine body in an open water, the submarine hydrodynamic pressure field can be calculated. The theoretical model is to be confirmed by comparing with the experimental results of the hydrodynamic pressure field at different depths, which can better meet the safe navigation of the submarine.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"66 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":"115293281","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
Short-Term Passenger Flow Forecasting Method Based on Multi-Model Combination 基于多模型组合的短期客流预测方法
2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM) Pub Date : 2021-10-01 DOI: 10.1109/AIAM54119.2021.00066
Shuying Liu, Li Zhang, Q. Sun, Kejing Wang
{"title":"Short-Term Passenger Flow Forecasting Method Based on Multi-Model Combination","authors":"Shuying Liu, Li Zhang, Q. Sun, Kejing Wang","doi":"10.1109/AIAM54119.2021.00066","DOIUrl":"https://doi.org/10.1109/AIAM54119.2021.00066","url":null,"abstract":"With the rapid economical development, subway brings people a high-speed and convenient way to travel. But with the increasing complexity of subway lines and the increase of passenger flow, it brings great pressure to the commissioning and management of subway operation. In order to alleviate the pressure of metro traffic. It is very significant to prognosis passenger flow. This paper constructs a combined model of LSTM and ARIMA to predict the passenger flow data of Metro Line 1 in a city. The final experimental results show that the integration of the two models is more conducive to prognosis the short-term passenger flow of the metro.","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":"115691636","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
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