2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)最新文献_第7页

Research on Autonomous Operation Technology of Distributed Data Center 分布式数据中心自主运行技术研究

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719059

Fei Xia, Hu Song, Ling Wang, Yintie Zhang, Lijun Wang

引用次数: 0

A hybrid neural network based on XLNet for rumor detection 基于XLNet的混合神经网络谣言检测

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718824

Shunzhi Xiang, Fangmin Dong, Shouzhi Xu

{"title":"A hybrid neural network based on XLNet for rumor detection","authors":"Shunzhi Xiang, Fangmin Dong, Shouzhi Xu","doi":"10.1109/ICPECA53709.2022.9718824","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9718824","url":null,"abstract":"When neural network is used to judge the authenticity of events, the original text and multiple user comments are important basis for detecting events. An event can be discribed by the word level features, sentence level features and long-term features in all user comments at the same time. A hybrid neural network model for rumor detection based on XLNet is proposed by integrating those features. Firstly, using XLNet as the language model can accurately describe the text information, save the long-term characteristics of events, and represent the same vocabulary according to the context. Secondly, the hybrid neural network can capture the temporal text features, retain the bidirectional text information according to the context, and save local features and global features at the same time. The attention mechanism in the network can increase the proportion of important features. Finally, the classification function is used to obtain the classification results. Relevant experiments were carried out on Weibo data set. The accuracy of hybrid neural network rumor detection model based on XLNet reached 93.56%, which proves the efficiency of using XLNet and hybrid network to detect rumors.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"8 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":"122072351","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 Simulation of Hybrid Electric Vehicle Control Strategy Based on Capacity Difference 基于容量差的混合动力汽车控制策略设计与仿真

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719061

Guizhi Sun, Zhenquan Song, Junhong Xi, Liang Zhu

{"title":"Design and Simulation of Hybrid Electric Vehicle Control Strategy Based on Capacity Difference","authors":"Guizhi Sun, Zhenquan Song, Junhong Xi, Liang Zhu","doi":"10.1109/ICPECA53709.2022.9719061","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719061","url":null,"abstract":"Although hybrid electric vehicle can achieve zero pollution emission, it is difficult to popularize and apply due to the constraints of battery energy density, service life, price and so on. The quality of control strategy directly determines the performance of the whole vehicle. Therefore, the research on control strategy is also one of the technologies with the widest scope and the deepest degree in the field of hybrid electric vehicles. The research scope of hybrid electric vehicle control strategy is from static optimization for specific working conditions to on-line adjustment and dynamic optimization of control strategy under random road conditions by identifying and predicting the actual driving conditions. Due to slight differences in production process and materials, different production batches and other reasons, the difference in the electrical performance of single batteries is an inevitable result. These differences in the application of multiple batteries in series will not only reduce the capacity of the series battery pack, but also cause serious potential safety hazards such as overcharge and overdischarge. In case of serious imbalance, hot spots may appear in the single battery, which is very dangerous. In this paper, the control strategy of hybrid electric vehicle is analyzed, and it is found that there is a process of accelerated decay of battery pack capacity evolution before reaching stability, and the main reason that battery pack life decays faster than that of single battery pack is that the capacity loss of battery pack is the sum of the difference between the capacity loss of single battery pack and the negative active lithium ion loss between single batteries with the minimum remaining charge capacity.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"45 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":"122136995","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

Progressive Image Generation Model Based on Multi-level Features 基于多级特征的渐进图像生成模型

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719281

Xiaohua He, Genyuan Zhang, Jianhao Ding

{"title":"Progressive Image Generation Model Based on Multi-level Features","authors":"Xiaohua He, Genyuan Zhang, Jianhao Ding","doi":"10.1109/ICPECA53709.2022.9719281","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719281","url":null,"abstract":"Aiming at the demand of high-quality appearance product generation, a progressive image generation model based on multi-level features is proposed in this paper. The algorithm divides the image generation task into multiple stages, and each stage aims to generate the features of a specific abstraction level. Start from the high-level features, and then introduce the lower level features step by step with the training. This incremental generation algorithm enables the model to first focus on high-level abstract semantic information and large-scale structural information, and then gradually shift its attention to more and more fine scales without learning all scales at the same time. The design of the algorithm is inspired by the process of drawing the picture by the painter. The painter first outlines an approximate outline in the image area, and then depicts the detailed texture according to the color of the reference image, so that the whole picture looks more harmonious and consistent. This incremental generation method not only makes the generation process more orderly, but also at each stage in the later order, because the features to be generated have completed the generation of the previous abstract level, the generation task at the current stage is equivalent to being simplified, that is, the incremental generation strategy can use the knowledge learned from the previous subtask to simplify the learning of subsequent subtasks, Therefore, it is easier to train and get better results than the traditional one-step generation algorithm.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"106 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":"113960458","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 University Library Information database under Digital Information Environment 数字信息环境下高校图书馆信息数据库研究

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718975

Liu Lin, Cao Lei

{"title":"Research on University Library Information database under Digital Information Environment","authors":"Liu Lin, Cao Lei","doi":"10.1109/ICPECA53709.2022.9718975","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9718975","url":null,"abstract":"In the digital information environment, the information service value of university library has the characteristics of large amount of information, many objects and great differences. In the digital information environment with large amount of information, combined with the strategy of optimal allocation of resources, this paper constructs the optimization model of University Library’s information service value, establishes the optimization strategy of University Library’s information service value under the digital library environment, and analyzes the value of University Library’s information service. Under the “people-oriented” service concept, this paper probes into the characteristics of the information needs of teachers and readers, establishes the information service relationship of University Library through network virtual communication, improves the quality of information service, reconstructs the subject oriented comprehensive knowledge object, and integrates the content evaluation of user wisdom, which is an important basis for other users to measure the value of resources. It creates a good “resonance” value, uses the wisdom of users to reconstruct knowledge, and reduces the time for other users to search, filter and organize resources. Based on the service-oriented logic, this paper analyzes the situation of user intelligence integration in digital knowledge space, probes into the way of user intelligence integration in knowledge service, and improves the information service value of University Library under the digital information environment.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"8 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":"122713876","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 Continuous-Time Sigma-Delta Modulator with Compensating Transconductance Stages and RZ FIR-DAC 具有补偿跨导级和RZ FIR-DAC的连续时间Sigma-Delta调制器

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718873

Changbao Xu, Jiantao Yuan, Zhili Liu, Mingyong Xin, Junjian Chen, Dan-dan Zheng, Hao Yao, Kai Huang

{"title":"A Continuous-Time Sigma-Delta Modulator with Compensating Transconductance Stages and RZ FIR-DAC","authors":"Changbao Xu, Jiantao Yuan, Zhili Liu, Mingyong Xin, Junjian Chen, Dan-dan Zheng, Hao Yao, Kai Huang","doi":"10.1109/ICPECA53709.2022.9718873","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9718873","url":null,"abstract":"This paper introduces an energy-efficient continuous-time sigma-delta modulator (CTSDM) that adopts transconductance stages compensating for the low frequency gain of the integrator, which injects an opposite signal into the input of the integrator to compensate for the degradation of performance and phase response caused by limited DC gain, and further reduces the requirement of each integrator to realize a low-power design. In addition, the association between return-to-zero (RZ) pulse and finite-impulse-response (FIR) digital-to-analog converter (DAC) in the feedback path of the modulator can reduce the influence of clock jitter and inter-symbol interference (ISI) on the signal-to-noise-and-distortion ratio (SNDR) and the linearity of the system. The implementation and experimental results show that the CTSDM achieves 98.7 dB SNDR in a 24 kHz bandwidth (BW), and dissipates 144.4$mu$W under 1.2V power supply, this corresponds to a figure-of-merit (FoM) of 180.9 dB, this work is applied to codec applications in edge computing.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"9 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":"122754671","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

Application of Sobol Sensitivity Analysis with Surrogate Model of Analytical Function 解析函数代理模型在Sobol敏感性分析中的应用

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719024

Haomin Wei, Jiajia Wang, Yuehui Shan, Zhangxia Guo, Jing Ma

引用次数: 0

TransNUNet: Using Attention Mechanism for Whole Heart Segmentation TransNUNet:利用注意机制进行全心分割

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719101

Xiaoniu Yang, Xiaolin Tian

引用次数: 5

Vision-based Method of Detecting Geometric Parameters of Railway Catenary 基于视觉的铁路接触网几何参数检测方法

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9718874

Liu Xiaoxi, Peng Dengquan, Nie Jingxin, Jing Jiang, Zhang Yizhou, Zhang Jinhong

引用次数: 0

An Approach to Converting Relational Database to Graph Database: from MySQL to Neo4j 关系数据库到图形数据库的转换方法:从MySQL到Neo4j

2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA) Pub Date : 2022-01-21 DOI: 10.1109/ICPECA53709.2022.9719151

Hui Feng, Meigen Huang

{"title":"An Approach to Converting Relational Database to Graph Database: from MySQL to Neo4j","authors":"Hui Feng, Meigen Huang","doi":"10.1109/ICPECA53709.2022.9719151","DOIUrl":"https://doi.org/10.1109/ICPECA53709.2022.9719151","url":null,"abstract":"At present, there are few research methods that can convert any relational database into a graph database, and most of them are based on a specific field data set to build a relational database, and then perform simple conversion through the characteristics of the data set.Aiming at this problem, a universal conversion method is proposed. Firstly, converted the most basic component tables name, records, and fields in the relational database into labels, nodes, and corresponding attributes of the nodes under the graph database; secondly, used the intermediate connection table method to convert the foreign keys in the relational database into the relationship of a graph database between the nodes; then some constraint issues in relational databases, such as multiple primary key issues, indexes, and no default values, were optimized to form a final graph database model that met expectations; finally, Realized the effective migration of large quantities of data in the relational database to the constructed graph database model. In the experiment, the above method was used to successfully convert a relational database to a graph database, and the database construction, data import, SQL query and Cypher language query were performed for the database before and after the conversion, and through the analysis and comparison of data integrity, time cost, result validity,which shows that the integrity and operability of the database before and after conversion are consistent, and the data processing efficiency of the database is much higher than that of the relational database, which verifies that the method in this paper is feasible.","PeriodicalId":244448,"journal":{"name":"2022 IEEE 2nd International Conference on Power, Electronics and Computer Applications (ICPECA)","volume":"130 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":"128892036","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