2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)最新文献

筛选
英文 中文
Research on Lane Change Strategy considering Driver’s Personalized Driving Behavior 考虑驾驶员个性化驾驶行为的变道策略研究
Yi Wang, Bo Deng, Yang Ou, Zhe Li, Jie Fan
{"title":"Research on Lane Change Strategy considering Driver’s Personalized Driving Behavior","authors":"Yi Wang, Bo Deng, Yang Ou, Zhe Li, Jie Fan","doi":"10.1109/AIEA53260.2021.00074","DOIUrl":"https://doi.org/10.1109/AIEA53260.2021.00074","url":null,"abstract":"In view of the problem that human-drivers in the side lanes are prone to enter the team during the driving process of internet vehicle fleets, this paper proposes a personalized driver lane change prediction model based on modern statistical learning theory. In this paper, a lane changing model considering driver characteristics is constructed by combining the Gaussian Mixture Model (GMM) and the Hidden Markov Model (HMM). This method solves the difficulty of describing the static distribution characteristics and dynamic random process in driver behavior. Finally, the lateral acceleration experiment is designed to collect vehicle acceleration data, and the validity of the model structure is verified by using natural driving data.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126352148","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
A Multi-station Integration Scheduling Algorithm based on Improved Particle Swarm Optimization 基于改进粒子群优化的多工位集成调度算法
Liangliang Zhu, Chupeng Xiao, Jiaji Liu, Meng Yu, Chunyan Zhang, S. Bian
{"title":"A Multi-station Integration Scheduling Algorithm based on Improved Particle Swarm Optimization","authors":"Liangliang Zhu, Chupeng Xiao, Jiaji Liu, Meng Yu, Chunyan Zhang, S. Bian","doi":"10.1109/AIEA53260.2021.00055","DOIUrl":"https://doi.org/10.1109/AIEA53260.2021.00055","url":null,"abstract":"Multi-station integration is the extension and expansion of the integration of substation, charging and switching station and data station. With the rapid development of new energy, energy storage, electric vehicles and other energy formats and new models, it is urgent to use new information and communication technologies to explore new models of energy Internet construction to support power grid business. In this paper, the operation cost of multi station integration system is modeled and analyzed. Firstly, the photovoltaic power generation, energy storage station, charging station and other stations are modeled to build the operation cost model; Secondly, the model is solved based on the improved particle swarm optimization algorithm, and the experimental results prove the effectiveness of the proposed algorithm.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"175 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132864664","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
On the influence of AI technology on accounting industry and its Countermeasures 人工智能技术对会计行业的影响及对策
Shuyao Guo
{"title":"On the influence of AI technology on accounting industry and its Countermeasures","authors":"Shuyao Guo","doi":"10.1109/AIEA53260.2021.00053","DOIUrl":"https://doi.org/10.1109/AIEA53260.2021.00053","url":null,"abstract":"Traditional accounting work mainly relies on the original vouchers to enter bookkeeping vouchers. With the continuous expansion of the application scope of electronic invoices, the new bookkeeping mode has become the mainstream of the times. AI technology is like a double-edged sword, which not only promotes the development of accounting industry towards high efficiency, low cost and less mistakes, but also brings new challenges to accounting industry and accountants. Under the new situation, in order to promote the development of accounting industry, it is necessary for accountants to change. By expounding the AI technology, this paper analyzes the current situation of accounting industry under the impact of AI technology. And the influence of AI technology on accounting industry is analyzed in detail. It puts forward some measures that can make AI technology better used in accounting industry, hoping to provide some useful reference value for the use of AI technology in accounting industry.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117309317","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
Novel Reducts in Pythagorean Fuzzy β-covering Approximation Spaces 毕达哥拉斯模糊β覆盖近似空间中的新约简
Zaibin Chang, Junchao Wei, Xuezhen Dai
{"title":"Novel Reducts in Pythagorean Fuzzy β-covering Approximation Spaces","authors":"Zaibin Chang, Junchao Wei, Xuezhen Dai","doi":"10.1109/AIEA53260.2021.00033","DOIUrl":"https://doi.org/10.1109/AIEA53260.2021.00033","url":null,"abstract":"The pythagorean fuzzy (PF) β-covering has been constructed to extend the fuzzy β-covering, and a type of reducts in pythagorean fuzzy (PF) β-coverings has been proposed based on the union operation. However, for svveral statements, there will be no reducts in PF β-coverings. Hence, this concept should be replenished by other concepts. Hence, we propose the new type of reducts in PF β-coverings in this paper, and we call it type-2 PF reduct. Moreover, the type-2 PF reducts in PF β-covering approximation spaces are studied while adding and removing several objects of the universe. First, the notion of the type-2 PF reduct in a PF β-covering approximation space is presented. Then, some properties of type-2 reducts of PF β-coverings are investigated while adding and removing some objects.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116819749","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
Preparation of hydrochlorothiazide tablets for 3D printing and effects of adhesives on the printability of printed tablets 3D打印用氢氯噻嗪片的制备及胶粘剂对打印片可打印性的影响
Jiaxin Zhou
{"title":"Preparation of hydrochlorothiazide tablets for 3D printing and effects of adhesives on the printability of printed tablets","authors":"Jiaxin Zhou","doi":"10.1109/aiea53260.2021.00026","DOIUrl":"https://doi.org/10.1109/aiea53260.2021.00026","url":null,"abstract":"Purpose: This study aims to explore the influence of binders on the quality of three-dimensional (3D)-printed tablets using extrusion-based freeforming technology and develop tablets containing 10 mg of the active pharmaceutical ingredient hydrochlorothiazide (HCT).Method: Six binders were examined by charactering excipient tablets, including their appearance, diameter, thickness, hardness, weight, and density. Tablets containing 10 mg HCT and a suitable binder were printed, and the printing paste containing HCT was tested. The mass variation, drug content and content uniformity, drug disintegration time, in vitro dissolution, and stability of printed HCT tablets were investigated.Results: Binders directly influenced the printability of the printing paste and the characterization of 3D-printed tablets. Hydroxypropyl methylcellulose at 8 % concentration was better than other binders when excipient tablets were prepared by 3D printing. The drug content of 3D-printed 10 mg HCT tablets was 98.69 % ± 1.80 % of the target dose, the drug content uniformity was 5.27. The drug was stable after one month when stored at 25°C±2 °C with 60 % ± 10 % relative humidity.Conclusions: Tablets with accurate dosage can be prepared using 3D printing technology. Binders affected the quality of 3D- printed tablets by influencing the properties of the printing paste.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125811360","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
Transmission method of e-ticket based on RFSIM 基于RFSIM的电子客票传输方法
Qinghua Wang, Renxuan Fu, Yanhua Hu, Xinzhou Ma
{"title":"Transmission method of e-ticket based on RFSIM","authors":"Qinghua Wang, Renxuan Fu, Yanhua Hu, Xinzhou Ma","doi":"10.1109/AIEA53260.2021.00035","DOIUrl":"https://doi.org/10.1109/AIEA53260.2021.00035","url":null,"abstract":"By setting the transmission information identifier and traceability identifier of e-ticket, the uniqueness of e-ticket transmission between RFSIM cards and the traceability of e-ticket sending source are effectively guaranteed; Through the security processing of the transmission of e-ticket, the information security of e-ticket can be effectively guaranteed.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"133 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129392877","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
Method for Detecting Water Content of Comb-shaped Capacitor Electrode Coating 梳状电容器电极镀层含水量的检测方法
Xiangming Hu, A. Zhang, Junqin Wang
{"title":"Method for Detecting Water Content of Comb-shaped Capacitor Electrode Coating","authors":"Xiangming Hu, A. Zhang, Junqin Wang","doi":"10.1109/AIEA53260.2021.00046","DOIUrl":"https://doi.org/10.1109/AIEA53260.2021.00046","url":null,"abstract":"Rapid and non-destructive testing method carries great significance for the detection of water content in electrode coating. Based on the planar comb capacitance method, this paper develops a water content detection capacitance sensor for comb-shaped electrode coating, analyzes the detection structure and working principle of comb-shaped capacitance sensor, uses MAXWELL software to simulate the actual conditions, and finally determines the basic parameters of moisture sensor for comb-shaped capacitance electrode coating. By measuring the coating water content of low-hydrogen alkaline electrode J707 with two different sizes, the correlation between the capacitance value of the comb-shaped capacitance sensor and the coating water content is studied. The results show that the theoretical analysis is in good agreement with the results measured by the comb-shaped capacitance sensor; when the coating water content is less than 2.3%, coating water content presents a relatively good linear relationship with the capacitance value of the comb-shaped sensor. It is feasible to determine the water content of the electrode coating by detecting capacitance value of the electrode coating, and the sensor detection accuracy and error meet the requirements of engineering applications.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129418787","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
Real-time modeling of variable bus load structure based on wind power permeability 基于风电透气性的变负荷结构实时建模
Tongtong Yan, Yuxin Zhao
{"title":"Real-time modeling of variable bus load structure based on wind power permeability","authors":"Tongtong Yan, Yuxin Zhao","doi":"10.1109/AIEA53260.2021.00050","DOIUrl":"https://doi.org/10.1109/AIEA53260.2021.00050","url":null,"abstract":"This paper focuses on the influence of wind power permeability on the accuracy of bus load model and the real-time modeling of variable bus load structure. Firstly, a generalized comprehensive load model including doubly-fed wind turbine (DFIG) is established under the daily load curve of the bus with wind power connected to the substation, and the small disturbance parameter identification method is used to identify the parameters of the model; Based on the model accuracy evaluation method based on the similarity of values and trends, the results are evaluated, the wind power permeability is introduced, and the relationship between the wind power permeability and the model accuracy is described; the wind power permeability value at the point where the accuracy of the model drops sharply. As a demarcation point, two load models under different wind power penetration rates are established. One is the generalized load model that takes into account the connection of wind turbines, and the other is the traditional load model that ignores the connection of wind turbines; Continuous parameter identification of the variable structure load model under the same daily load curve again; simulation results show that the relationship between wind power permeability and model accuracy is generally inversely proportional, and the traditional load model can still describe the bus well even when the wind power permeability is low Load characteristics.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123466873","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 Sentiment Analysis and Entity Recognition of COVID-19 Based on Multi-task Sentiment Analysis Model in Artificial Intelligence 基于人工智能多任务情感分析模型的COVID-19情感分析与实体识别研究
Xudong Zhang, Ziping Xu
{"title":"Research on Sentiment Analysis and Entity Recognition of COVID-19 Based on Multi-task Sentiment Analysis Model in Artificial Intelligence","authors":"Xudong Zhang, Ziping Xu","doi":"10.1109/AIEA53260.2021.00054","DOIUrl":"https://doi.org/10.1109/AIEA53260.2021.00054","url":null,"abstract":"Text sentiment analysis is an important branch of artificial intelligence. After the outbreak of COVID-19, a lot of highly emotional texts were flooded on the Internet. In the task of entity-level sentiment analysis for major public health events, there is often a lack of large-scale labeled corpus and a mature model that can effectively deal with medical and health texts. A multi-task sentiment analysis model based on BERT was proposed, which combined sentiment analysis and entity recognition. This model is used to extract sentiment information of Weibo comments related to COVID-19 and judge whether the entities in the text are targeted by emotions. The composition layer was constructed by combining the emotional information and entity information, and the loss function was designed to integrate the multi-task into the same model. More than 5000 Weibo text data about COVID-19 were preprocessed and annotated to form an entity-level corpus. Finally, several common methods were used to compare with the proposed method. Several comparison indexes were used to evaluate the model. The experimental results showed that the proposed model had better overall performance than other models.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121345373","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: 2
Design and Manufacture for Braking Testing Device Based on Servo Control System 基于伺服控制系统的制动试验装置的设计与制造
Zhang Dong, Xu Xiaoguang, Zhou Yi, Deng Shaojun
{"title":"Design and Manufacture for Braking Testing Device Based on Servo Control System","authors":"Zhang Dong, Xu Xiaoguang, Zhou Yi, Deng Shaojun","doi":"10.1109/aiea53260.2021.00008","DOIUrl":"https://doi.org/10.1109/aiea53260.2021.00008","url":null,"abstract":"Riding toy is a kind of toys that children like very much, but it is also a kind of toys with high safety risk. The braking device of riding toy is an important test session of its safety performance. In order to solve the problems of loading difficulty, poor test accuracy and low degree of automation in the process of braking performance test of riding toys, a set of test device which can meet the requirements of different national toy safety standards for braking performance test of riding toys is designed by simulating children’s riding behavior and riding road conditions. The device selects P60 alumina material as the simulated road surface, selects PLC system to accurately control and adjust the test angle, the use of dynamic loading system greatly improves the test accuracy, and the use of load lifting device improves the test efficiency. The device has reasonable structure design and convenient operation. It has been widely used in testing laboratory.","PeriodicalId":223292,"journal":{"name":"2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121558208","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
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书