{"title":"Quantitative analysis for coupling between frequency dynamic and power angle oscillation","authors":"Fusuo Liu, Chao Wang, Ruicong Ma, Wei Li, Yongji Cao, Haijun Chang, Hengxu Zhang, Zhimin Gao","doi":"10.1109/ICPICS55264.2022.9873694","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873694","url":null,"abstract":"With the increasing penetration of power electronic devices, the behaviors of the power system become more and more complex. This paper analyzes the coupling characteristics between the frequency dynamics and power angle oscillation. The mechanism of frequency response and power angle oscillation is derived. The evaluation indexes are proposed to quantify the frequency response, power angle oscillation, and coupling characteristics. The coupling degree of the frequency dynamics and power angle oscillation is depicted by the Pearson correlation coefficient. The impacts of power angle oscillation on the frequency response are attained through time-domain simulation and theoretical analysis. The results show that the proposed evaluation indexes are effective to quantify the coupling characteristics. Additionally, there is positive correlation between the frequency dynamics and power angle oscillation.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129567974","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}
Cai Hao, Wang Dayang, Shu Yi, Xu Huichen, Xu Mi, Liu Xu
{"title":"An Approach of Doppler Frequency Shifting Verification for 5G Low-Orbit Satellites","authors":"Cai Hao, Wang Dayang, Shu Yi, Xu Huichen, Xu Mi, Liu Xu","doi":"10.1109/ICPICS55264.2022.9873639","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873639","url":null,"abstract":"Doppler frequency shifting will occur when the motion trajectories of low-orbit satellite and groud observation points are inconsistant. Nowadays, since various and mass requirements would be generated at anytime and anaywhere, a novel communication system that could support steady and effective communication over the world is expected. The satellite communication system is the most promising solution. HOwever, while building the system, the Doppler frequency shifting would dramatically reduce the performance. Even though some contributions are achieved in the studying of Doppler shifting, most of them focus on single satellites. The purpose of this paper is to research Doppler shifting on multiple satellites. Therefore, this paper overviews the related work to handle the state of the art. Moreover, the orbit formulas and communication signals attenuation phenomenon are decribed in a deep perspective. To verify the multiple satellites’ Doppler shifting phenomenon, this paper selects Nanjing as a representative region, and studies the behaviors of satellites over the Nanjing. The behaviors of satellite group that changing as the time are illustrated according to the statistics operation data and signal data.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127324577","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}
{"title":"Security verification of 1553B bus components used in aerospace","authors":"Ruoyuan Qu, Peng Bo, Yanwei Zhang, Tianhao Wang, Wei Zhang, L. Zhang","doi":"10.1109/ICPICS55264.2022.9873735","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873735","url":null,"abstract":"1553B bus is a network interface that manages the bottom communication and control of the hardware system. It is widely used in the aerospace field because of its high reliability, high noise tolerance and flexible connection between devices. However, the basic security protection mechanism wasn’t considered in this bus design. A security verification platform to verify the existence of the security vulnerability was design in this paper, based on which some typical 1553B bus components are verified. The results show that the key node vulnerabilities of 1553B bus system can be exploited, which will affect data transmission and lead to system security failure.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130176549","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}
{"title":"Fuzzy multi-outputs global sensitivity analysis based on LSSVRM","authors":"Yu Liang, Dakuo He","doi":"10.1109/ICPICS55264.2022.9873608","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873608","url":null,"abstract":"This paper presents a global sensitivity analysis method based on fuzzy credibility theory to identify the impact of input variables on the output performance, and the difference between unconditional and conditional uncertainty distributions of the output is quantified by the Euclidean distance of statistical characteristics (expected value and standard deviation). Within the overall range, the global sensitivity indexes of input variables are defined by the best non-fuzzy performance value and then normalized. In addition, a double-loop fuzzy simulation is used to estimate the statistical characteristics. Since the actual process usually involves many output performances, this article utilizes the two reference points in the technique for order preference by similarity to an ideal solution (TOPSIS) to extend the single-output global sensitivity to multi-outputs global sensitivity, and uses the adaptive least squares support vector regression machine (LSSVRM) as a substitute model to determine the comprehensive priority of input variables. To prove the rationality of the fuzzy global sensitivity index and the accuracy of the hybrid algorithm, linear and nonlinear examples are used in the analysis. This paper provides a useful tool for complex industrial processes, especially time-consuming research objects, to find key input variables and reduce the difficulty of research problems.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"201 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132151892","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}
{"title":"Differential Privacy Protection Algorithm Based on Zero Trust Architecture for Industrial Internet","authors":"Yuning Song, Liping Ding, Xuehua Liu, Mo Du","doi":"10.1109/ICPICS55264.2022.9873739","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873739","url":null,"abstract":"The Zero Trust Architecture is an important part of the industrial Internet security protection standard. When analyzing industrial data for enterprise-level or industry-level applications, differential privacy (DP) is an important technology for protecting user privacy. However, the centralized and local DP used widely nowadays are only applicable to the networks with fixed trust relationship and cannot cope with the dynamic security boundaries in Zero Trust Architecture. In this paper, we design a differential privacy scheme that can be applied to Zero Trust Architecture. It has a consistent privacy representation and the same noise mechanism in centralized and local DP scenarios, and can balance the strength of privacy protection and the flexibility of privacy mechanisms. We verify the algorithm in the experiment, that using maximum expectation estimation method it is able to obtain equal or even better result of the utility with the same level of security as traditional methods.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125394551","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}
{"title":"Design of university campus bathhouse reservation system","authors":"Qilei Ding, Peiyao Zhao, Yameng Guo","doi":"10.1109/ICPICS55264.2022.9873723","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873723","url":null,"abstract":"In recent years, with the rapid development of the times and economy, major colleges and universities have begun to pay attention to students’ life experience, and the bathhouse facilities are improving day by day. However, for some university campuses with a long history, there are still problems that the service life of the bathhouse is too long, and its facilities and functions can not keep up with the needs of contemporary college students. Therefore, compared with the past, the improvement of bathhouse management system is of more and more key significance for the management of major colleges and universities. The increase of reservation system will effectively improve the problems of crowded bathrooms and facility maintenance. Based on the lean perspective of industrial engineering, this paper discusses whether the reservation system of the bathhouse can improve the utilization rate of the bathhouse. Firstly, it investigates the needs of users through questionnaires and research. Secondly, it studies the field situation of the bathhouse and the internal algorithm of the reservation system. Finally, it simulates the flow of people in the bathhouse under the reservation system, so as to analyze the improvement of the utilization rate of the bathhouse by the reservation system. The key to the success of the new bathhouse lies in the establishment of the reservation system, and the reservation system may become the leading factor in the implementation of the new bathhouse, which has an irreplaceable position. Among them, the reservation system adopts the queuing system to allocate the flow of people in the peak period to the low peak period, so as to improve the congestion of people in the bathhouse, improve the maintenance efficiency of bathhouse facilities, and break the solidification mode of University bathhouse management system.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126534164","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}
Rongchuan Cao, Yinan Wang, Kun Yan, Bo Chen, Tianqi Ding, Tianqi Zhang
{"title":"An End-To-End Visual Odometry based on Self-Attention Mechanism","authors":"Rongchuan Cao, Yinan Wang, Kun Yan, Bo Chen, Tianqi Ding, Tianqi Zhang","doi":"10.1109/ICPICS55264.2022.9873538","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873538","url":null,"abstract":"To address the problem of capturing and expressing key features in existing methods, we design an end-to-end visual odometry algorithm using a self-attention mechanism. The algorithm consists of two parts: Visual Transformer network structure and Bidirectional Attention Long Short-Term Memory network. The former can extract visual features from video or image sequences, and the latter can mine the correlation between images captured on long trajectories. The algorithm can enhance the localization accuracy and robustness of visual odometry. The extensive experiments based on the KITTI benchmark demonstrate that the proposed algorithm works better than other outstanding algorithms.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"46 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123000242","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}
Tianhe Liu, Minghan Hao, Ming Cai, Hua Zhang, Chengye Yuan, Bo Zhu
{"title":"Measures to Replace the Electric Energy Meter Without Power Failure","authors":"Tianhe Liu, Minghan Hao, Ming Cai, Hua Zhang, Chengye Yuan, Bo Zhu","doi":"10.1109/ICPICS55264.2022.9873596","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873596","url":null,"abstract":"With the continuous improvement of our country's urban construction level and the continuous improvement of people's living standards, electricity consumption has also increased year by year. In order to match the applied electrical load and ensure the reliability of the power supply, the line transformation of the distribution network needs to be carried out, and the work of replacing the electric energy meter for the user is a necessary part of it. However, the electric energy meter is connected in series in the line, so there is a problem that the electric energy meter must be replaced after a power failure at present, which will affect the normal life of the people. In order to meet the needs of users to replace the power meter without power failure, this paper proposes an idea of developing an auxiliary device for replacing the power meter without power failure. By understanding the auxiliary device technology for replacing the electric energy meter without power failure, the composition and components of the device were designed, and the auxiliary device for replacing the electric energy meter without power failure was successfully developed. In this way, the electric energy meter can be replaced without power failure, which is of great promotion and application value.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"30 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115862752","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}
{"title":"Integration of Multiple Time Embedding and GLU for Sequential Recommendation","authors":"Xingyao Yang, Yansong Liu, Yu Jiong, Ziyang Li","doi":"10.1109/ICPICS55264.2022.9873604","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873604","url":null,"abstract":"Self-attention has made great progress in the field of sequential recommendation. The traditional attention-based sequential recommendation model usually adopts position embedding or simple time embedding, which is difficult to use the user’s time information to obtain the changes between the long-term and short-term interests of users, which makes the sources of user interest information single and insufficient. In order to solve the above problems, the self-attention sequential recommendation algorithm is proposed, which combines with multiple timing characteristic embedding and gated linear feed-forward network. The feed-forward neural network with gated linear units (GLU) is used to better optimize the role of transformer model in sequential recommendation, and multiple time tag embedding methods are used to fully obtain the changing trend of user interest over time, so as to improve the accuracy of recommendation. Experiments on multiple datasets indicate that we solve the problems better and improve the predictive performance of the model compared with the traditional model.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"180 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121054477","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}
{"title":"Research on DFIG Control Strategy under Unbalanced Power Grid Voltage","authors":"Zhao Ying, Liu Min","doi":"10.1109/ICPICS55264.2022.9873782","DOIUrl":"https://doi.org/10.1109/ICPICS55264.2022.9873782","url":null,"abstract":"In the wind power generation system, the Doubly Fed Induction Generator (DFIG) has many advantages and has become a major model of wind energy development and utilization currently. However, the operation control strategy of wind power system based on the ideal grid environment cannot adapt to the requirements of the actual grid conditions. In this paper, firstly, the structure and operation principle of the DFIG system are analyzed, and the mathematical model of DFIG in three-phase static coordinate is established. Then, a PWM converter control simulation method is built on the MATLAB/Simulink platform, and the proportional-integral (PI) vector control strategy is used to carry out simulation experiments. The effectiveness of the proposed control strategy is verified by the final results.","PeriodicalId":257180,"journal":{"name":"2022 IEEE 4th International Conference on Power, Intelligent Computing and Systems (ICPICS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121727080","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}