2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)最新文献_第9页

A study of the correlation and calculation between shooting accuracy and heart rate variability data analysis 射击精度与心率变异性数据分析的相关性及计算研究

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718985

Yanjiao Cai, Ling Lu, Xudan Dong, Hong-Wei Zhuang

引用次数: 0

Research on intelligent information management systems and its promotion mechanism using big data technology 基于大数据技术的智能信息管理系统及其推进机制研究

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718957

B. Sun

{"title":"Research on intelligent information management systems and its promotion mechanism using big data technology","authors":"B. Sun","doi":"10.1109/ICPECA53709.2022.9718957","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9718957","url":null,"abstract":"With the development of information society, big data has led the change of society. As the core part of government performance management, government performance evaluation is an important “booster” to improve government administrative efficiency and promote the transformation of government functions. The government’s responsibility is to undertake the obligation to serve the society and protect the fundamental rights and interests of the people. Government performance evaluation is a professional and specific procedure that combines quantitative and qualitative measurements to accurately evaluate the final performance results of government departments in the management process, so as to test and assess whether or to what extent the government has fulfilled its responsibilities. Government performance evaluation not only realizes the core values and public accountability goals of the government, but also is an effective mechanism for implementing government accountability. However, in reality, there are still many problems in China’s government in fulfilling its responsibilities and running performance evaluation mechanisms. This paper analyzes the current dilemmas and problems in local government performance evaluation based on government responsibility, and then proposes countermeasures to improve the government performance evaluation mechanism under the perspective of government responsibility, thus providing a theoretical basis for the implementation of the correct concept of performance.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128624898","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

Personalized Home BESS Recommender System Based on Neural Collaborative Filtering 基于神经协同过滤的个性化家庭BESS推荐系统

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719198

Xiangzhi Guo, F. Luo, Zehua Zhao, Zhaoyang Dong

引用次数: 2

An Efficient MAC Protocol for PLC Based on STA Slots 基于STA槽位的PLC高效MAC协议

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719068

Md Liton Ali, Zhi Ren, Dong Ren, Liu Yijun

{"title":"An Efficient MAC Protocol for PLC Based on STA Slots","authors":"Md Liton Ali, Zhi Ren, Dong Ren, Liu Yijun","doi":"10.1109/ICPECA53709.2022.9719068","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719068","url":null,"abstract":"Nowadays PLC are existence measured as a substitute for high hustle data infrastructures and internet interaction. Presently BPLC is a part for AMI and HAN with several channels in nearly each rooms, PL’S are now the most collective network in the ordinary or small office. This works presents a new media access control MAC protocol for access PLC networks. The beacon time slot allocates all access points to their own site time slots. It is not necessary to send each STA's beacon slot in a beacon period, reducing the time for sending data messages. In the process of multi-site access to the network, some STAs still broadcast and send discovery beacons when no new nodes are connected to the network, which will cause the broadcast of the discovery beacon to be worthless and waste broadcast frames and discovery beacon slots. In order to send as many data frames as possible in a beacon period. Outcomes of OPNET 14.5 simulation illustration that compared with the system of literature [12] protocol and IEEE 1901.1 protocol. Proposed new EMA-PLCS protocol has enhanced Success rate, Average ETE delay of network, Network throughput, and number of STA slots.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132326259","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 an Edge Computing Architecture for Industrial Applications 面向工业应用的边缘计算体系结构研究

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719079

Yanjie Gong, Qiuping Zheng, Zhou Wang

{"title":"Research on an Edge Computing Architecture for Industrial Applications","authors":"Yanjie Gong, Qiuping Zheng, Zhou Wang","doi":"10.1109/ICPECA53709.2022.9719079","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719079","url":null,"abstract":"In response to the industry’s new needs for intelligent production, networked collaboration, personalized customization, and service-oriented transformation, this article studies on the special functions and performance indicators that edge computing equipment should have when applied in industry, proposes how to effectively use the open network, computing, and storage capabilities of edge computing at different network levels to provide an edge computing architecture that provides nearby edge intelligent services to be applied in industry. Taking the industrial process control optimization scenario as an example, the different uses of three edge computing devices are described, and the problems that can be solved by the application of industrial edge computing are explained. The industrial edge computing architecture described in this article can realize the cross-level transmission of data and provide an open and unified modeling capability for edge computing data, which is suitable for the design of new edge intelligent application scenarios in different industrial fields.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129354840","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

A Computer Mathematical Statistics Study on the Vegetation Dynamics in the Tuotuo River Basin over the Past 20 Years Using MODIS Data Analysis 基于MODIS数据的沱沱河流域近20年植被动态的计算机数理统计研究

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719093

Wang Qian, Ruan Xirui, Song Xuelian, Z. Wen, Wang Puchang, Xie Caiyun, Wang Zhiwei

引用次数: 1

Establishment of Japanese Continuous Speech Recognition System Based on Association Rules Mining 基于关联规则挖掘的日语连续语音识别系统的建立

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718976

Lin Wu

引用次数: 0

Improved Image Retrieval Technology Based on Singular Value Decomposition 基于奇异值分解的改进图像检索技术

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719225

Qingyun Zhang, Tianqi Si, Huichao Jiang, Hairui Xing, Siyuan Zheng, Haiyang Geng, Rui Shi

引用次数: 1

Intelligent Data Prediction Model of Catalyst and Temperature Combination Strategy Based on Stochastic Forest Model 基于随机森林模型的催化剂与温度组合策略智能数据预测模型

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718867

Xinyi Chen

{"title":"Intelligent Data Prediction Model of Catalyst and Temperature Combination Strategy Based on Stochastic Forest Model","authors":"Xinyi Chen","doi":"10.1109/ICPECA53709.2022.9718867","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9718867","url":null,"abstract":"The technology of ethanol conversion to olefins, alkanes and aromatics is a strategic choice for China’s petrochemical industry and has great development potential. Firstly, the data prediction model was established with the parameters and temperature in the catalyst combination as the input and the C4 olefin yield as the output. Therefore, we use the experimental data to train the three models of random forest, BP neural network and gradient lifting regression (GBR), and compare the predicted data with the experimental real data. Through the error analysis of RMSE, MAE and R-squared indexes, it is found that the predicted value obtained by the random forest model is closest to the real value. Then, in order to obtain the specific parameter value when the C4 olefin yield is the maximum, we use the particle swarm optimization (PSO) to build the model, and take the relationship between output and input in the random forest model as the fitness function to obtain the optimal composition and temperature of the catalyst without temperature limit and when the temperature is lower than 350 °C.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125321095","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

Analysis of Online Learning Behavior Based on Clustering Algorithm 基于聚类算法的在线学习行为分析

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718935

Jing Dong, Zhanglong Wang, Silin Li

引用次数: 0