{"title":"Soft Fault WNN Diagnosis Method for Analog Circuit Based on Improved AFSA","authors":"Yuan He, Xiaowei Zhao, Zhiyong Hu, Xusheng Gan","doi":"10.1109/ICPECA51329.2021.9362672","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362672","url":null,"abstract":"To improve the soft fault diagnosis ability of analog circuits, a wavelet network (WNN) soft fault diagnosis method based on improved Artificial Fish Swarm Algorithm (AFSA) is proposed. In the method, chaos initialization strategy and mutation factor are introduced to improve the shortcomings of standard AFSA, so as to improve the global search ability of WNN parameters and overcome local convergence. According to the soft fault diagnosis flow of the designed analog circuit, the WNN model trained by improved AFSA is built. Simulation shows that the method is effective and feasible for soft fault diagnosis of analog circuits.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130220308","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":"Searching for valid path set under the condition of urban rail transit network failure","authors":"Feiyan Li","doi":"10.1109/ICPECA51329.2021.9362694","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362694","url":null,"abstract":"When the subway station and the sector failed, the train will use the nearest turn line to form temporary train operation plan. Therefore, it is not reasonable that removing the failed subway station and the sector to rebuild the rail transit network. In this paper, the directed weighted transit network is reconstructed by removing the nodes and edges in the affected scope. The subway network is consisted of nodes and edges. The station and the sector are presented for the node, the edge, respectively. There are more transfer stations with the more perfect subway network. Passengers consider transfer impedance in the path selection. So, transfer station is split into the turn-back station and normal station which belongs to the respective line. And these stations are connected with edge between them. Then valid routes are searched by Breadth-First Search algorithm based on the reconstruction of the rail transit network.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131272480","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}
Jing Hu, Jing Ren, Guomin Liao, Hang Zhao, Hongyu He, G. Hu
{"title":"Structure design of Large Francis turbine runner blade defect detection robot","authors":"Jing Hu, Jing Ren, Guomin Liao, Hang Zhao, Hongyu He, G. Hu","doi":"10.1109/ICPECA51329.2021.9362573","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362573","url":null,"abstract":"My country is the largest installed hydropower capacity in the world, the safe, stable, and reliable operation of the unit has always been a technical problem faced by the hydropower industry. The runner is the core part of the hydropower unit for energy conversion, and its quality will directly affect the reliability and hydraulic performance of the unit. At present, the detection of the runner status of the running unit is completely manual. To solve the problems of low efficiency, high cost, and great harm to the human body of Large Francis turbine runner blades, a new type of defect detection robot for turbine runner blades was designed. The robot body structure is designed by modules, which is easy to load and unload, easy to carry, fast manufacturing, and low requirement for manual operation. Magnetic adsorption chain track is introduced into the wheel system of the robot, and two groups of tracks are adopted, which makes the robot compact and can move flexibly in the narrow space turbine runner. On the other hand, the central position of the robot is equipped with an adsorption force self-adjusting device to ensure that the robot can stably adsorb on the blade surface at a certain angle from the horizontal plane.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"24 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113941039","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":"Rotor surface defect and symmetry detection based on point cloud registration","authors":"Zhengxin Li, Xian Fang, Xiuli Shao, Yuan Chai","doi":"10.1109/ICPECA51329.2021.9362590","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362590","url":null,"abstract":"During the production process of the blower rotor, detecting its surface defects and symmetry can avoid the safety hazards of the rotor during operation. Therefore, this paper has improved the traditional ICP algorithm. For the rotor point cloud collected by the 3D measuring instrument, the standard point cloud and the test point cloud are unified in the same coordinate system, and the incomplete rotor surface is collected. The point cloud is locally registered, and stitching is completed, and then it is registered with the standard point cloud. The defect detection of the point cloud is completed by comparing the unevenness of the two-point clouds, and the symmetry detection is completed by comparing the shape features of the two-point clouds.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"167 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122407343","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":"A beam-dominating frequency resource allocation and scheduling scheme for multi-beam satellite system","authors":"Xue-yan Liu, Kaiming Xu, Fanyi Wu, Jianjun Wu","doi":"10.1109/ICPECA51329.2021.9362526","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362526","url":null,"abstract":"In this paper, we aim at the characteristics of the large-scale dynamic beamforming system model, and design an overall scheme for beam-dominated resource allocation and beam scheduling. We first propose a channel capacity fairness carrier allocation algorithm based on the beam as the basic unit to allocate frequency resources between beams, and then perform carrier allocation between users according to the channel demand ratio. Simulation results show that, under the condition of sufficient hardware resources, this scheme can achieve higher user communication satisfaction than the fixed beam resource allocation scheme.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129079764","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":"Performance Analysis of Different Positioning Modes of Navigation Software of Central Ship System of Survey Ship","authors":"Jiang Meilei, Feng Jianfeng, Zhao Peng","doi":"10.1109/ICPECA51329.2021.9362625","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362625","url":null,"abstract":"This article first introduces the principles and methods of navigation and positioning in detail; secondly, it introduces the functions of navigation processing software and analyzes the performance of different positioning modes (GNSS, GPS, GLONASS, BDS) in the navigation processing software; finally, based on the measured data of a certain mission, the positioning accuracy of different positioning modes is analyzed, and the priority of positioning accuracy is given.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116646592","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 Ultrasonic Feeding Testing Device","authors":"Xiaozhu Wang, Jian Zhang","doi":"10.1109/ICPECA51329.2021.9362593","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362593","url":null,"abstract":"According to the working principle of traveling wave type ultrasonic motor, design and manufacture a piezoelectric feeding experimental device with multi frequency excitation, studying the transport performance of different materials on piezoelectric device, analyzing the parameters that affect the transportation speed, such as exciting frequency, amplitude, mass and contact area. The device can study the macroscopic theory of piezoelectric conveying performance.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117220776","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":"Multi-path Adaptive Interference Cancellation Technology Based on LMS Algorithm","authors":"Junjie Wanga, Yunhao Jiang","doi":"10.1109/ICPECA51329.2021.9362535","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362535","url":null,"abstract":"In order to solve the problem of signal multipath propagationa, a multi-path adaptive interference cancellation model using LMS algorithm is given. The formula is calculated first, the theory of cancellation of multipath interference signals is analyzed. The system does not need the information of the input signal at the previous moment, and continuously updates the weights through an iterative algorithm, making the cancellation performance superior in a time-varying environment. Simulation results show that the cancellation ability of the system to multipath interference signals is not very significant. Through analysis, it is found that phase difference angle between two signals leads to the degradation of multipath propagation interference signal cancellation performance. so, urgent need to find a method of compensating the phase difference angle to deal with the cancellation performance of the multipath propagation interference signal.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114572470","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":"Test Task Method for Multi-Spacecraft Based on Multi-level Coding Genetic Algorithm","authors":"Liang Ren, Yongcong He","doi":"10.1109/ICPECA51329.2021.9362547","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362547","url":null,"abstract":"Due to the mission requirements of high-density launch, it is necessary to improve the utilization of test resources and reduce the test time. Aiming at the problems of long test cycle and high test cost in the process of multi spacecraft development, a multi spacecraft test task model is designed to minimize the task completion time, and a multi spacecraft test task optimization method based on multi-level coding genetic algorithm is proposed, which can alleviate the contradiction between completing more test tasks with limited test resources. Simulation results show that this method bears engineering practical value.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114659241","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":"Prediction of fish migration based on LSTM model","authors":"Yuanjie Jiao","doi":"10.1109/ICPECA51329.2021.9362612","DOIUrl":"https://doi.org/10.1109/ICPECA51329.2021.9362612","url":null,"abstract":"Aiming at the problem of fish migration with ocean temperature changes, this paper uses the LSTM model to predict the migration trajectory of the fish. Firstly, using the global ocean temperature data set to predict the most suitable ocean surface temperature for fish to survive, and setting a sampling point in the longitude direction of 54.05°N$sim$60.05°N to obtain the ocean surface temperature of the area in the past 50 years, preparing for further forecast; Secondly, using the LSTM model to model the ocean surface temperature data and predict the ocean surface temperature in the next 50 years, thus deriving the suitable living area of fish for survival and regarding the area closest to this temperature as the current survival address of the fish. Finally, mapping out the migration route of the fish in the next 50 years. It is verified that this method has small errors, high reliability and accuracy, and can fit the migration route of fish schools well.","PeriodicalId":119798,"journal":{"name":"2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127338541","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}