2018 International Conference on Control, Automation and Information Sciences (ICCAIS)最新文献_第2页

A Fault Diagnosis Method for Train Plug Doors Based on MNPE and IPSO-MSVM 基于MNPE和IPSO-MSVM的列车塞门故障诊断方法

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570324

Yongkui Sun, Guo Xie, Yuan Cao, Tao Wen

{"title":"A Fault Diagnosis Method for Train Plug Doors Based on MNPE and IPSO-MSVM","authors":"Yongkui Sun, Guo Xie, Yuan Cao, Tao Wen","doi":"10.1109/ICCAIS.2018.8570324","DOIUrl":"https://doi.org/10.1109/ICCAIS.2018.8570324","url":null,"abstract":"Train plug doors play a vital role to keep train operation safe and reliable. Taking the advantages of sound signals based fault diagnosis method into consideration, a novel fault diagnosis method for train plug doors based on multiscale normalized permutation entropy (MNPE) and an improved particle swarm optimization based multi-class SVM (IPSO-MSVM) is proposed. First, empirical mode decomposition (EMD) is used to decompose each sound signal into a series of intrinsic mode functions (IMFs) and a residue for stationary processing. Then, MNPE features are extracted from the IMFs. And Fisher discrimination criterion is utilized to obtain the most significant features as feature vectors. Further, an improved PSO (IPSO) is used to search for the optimal parameters of multi-class SVM. Finally, the IPSO-MSVM model is trained and verified using training set and test set, respectively. The identification accuracy of the proposed method reaches 90.54%, which is higher than backpropagation (BP) neural network classifier and 1 Nearest Neighbor (1NN) classifier, indicating the proposed method for fault diagnosis on train plug doors is feasible.","PeriodicalId":223618,"journal":{"name":"2018 International Conference on Control, Automation and Information Sciences (ICCAIS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128087681","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: 4

Off-line Fault Location for VSC-DC Distribution Network vdc - dc配电网离线故障定位

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570568

Lun Li, K. Jia, Liang Hao, Miao Zhang, Yu Fang

引用次数: 1

Multiple Fault Diagnosis Methods Based on Multilevel Multi-Granularity PCA 基于多级多粒度PCA的多故障诊断方法

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570453

Lan Wu, Sheyan Su, Chenglin Wen

引用次数: 0

Hierarchical Evaluation and Fault Diagnose Strategy for the Active Distribution Network Using the Incomplete Monitoring Information * 基于不完全监测信息的有源配电网分层评估与故障诊断策略*

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570325

Feilong Fan, N. Tai, Jiayun Ni, Qiu Sun, Zhoujun Ma, Peiyu Chen

{"title":"Hierarchical Evaluation and Fault Diagnose Strategy for the Active Distribution Network Using the Incomplete Monitoring Information *","authors":"Feilong Fan, N. Tai, Jiayun Ni, Qiu Sun, Zhoujun Ma, Peiyu Chen","doi":"10.1109/ICCAIS.2018.8570325","DOIUrl":"https://doi.org/10.1109/ICCAIS.2018.8570325","url":null,"abstract":"The cost of monitoring facilities for the whole active distribution network challenges the electric power companies. This paper proposes a hierarchical evaluation and fault diagnose strategy using the incomplete monitoring information to decrease the cost of the monitoring facilities. The proposed strategy consists of three levels: the primary level, the middle level and the output level. The K-means clustering algorithm is employed at the primary level. Considering the local incomplete history information and the history fault record information, the K-means clustering algorithm assesses the failure probability of the target area in each cluster. A regional composite failure probability calculation algorithm is proposed at the middle level. Considering the distance from the monitoring area real-time sampling data matrix to each cluster, the proposed algorithm calculates the probability of the real-time monitoring data belonging to each cluster. Combining the cluster belonging probability and the failure probability of each cluster, the proposed algorithm calculate the composite failure probability of the each target area in the active distribution network. An evaluation algorithm based on the maximum composite probability is proposed at the output level. The maximum composite failure probability of each region is used as the overall operation state evaluation coefficient to evaluate the operation status level of the active distribution network. The proposed strategy is tested by the Matlab/Simulink model of a distribution network in Nanjing. Test results show that the proposed strategy can effectively detect the weak areas of the active distribution network. The real-time operating state of the active distribution network is evaluated scientifically.","PeriodicalId":223618,"journal":{"name":"2018 International Conference on Control, Automation and Information Sciences (ICCAIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130276589","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

Sensor Fault Detection Based on State Estimation Observer in Discrete Nonlinear Systems 离散非线性系统中基于状态估计观测器的传感器故障检测

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570340

X. Jia, Qianshuai Cheng, Yandong Hou

引用次数: 2

Comparison Between Heart Rate Variability and Pulse Rate Variability for Bradycardia and Tachycardia Subjects 心动过缓和心动过速患者心率变异性和脉搏变异性的比较

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570697

Yongxin Chou, Peiyi Zhu, Xufeng Huang, Jiajun Lin, Jicheng Liu, Ya Gu

{"title":"Comparison Between Heart Rate Variability and Pulse Rate Variability for Bradycardia and Tachycardia Subjects","authors":"Yongxin Chou, Peiyi Zhu, Xufeng Huang, Jiajun Lin, Jicheng Liu, Ya Gu","doi":"10.1109/ICCAIS.2018.8570697","DOIUrl":"https://doi.org/10.1109/ICCAIS.2018.8570697","url":null,"abstract":"Pulse rate variability (PRV) derived from photoplethysmograph (PPG) signal has increasingly applied potentiality in wearable devices for telecare and personal healthcare. In this study, the relevance between PRV and HRV of bradycardia and tachycardia subjects are compared. First, we extract R to R wave interval sequences (RRIs) and P to P wave interval sequences (PPIs) from ECG and PPG signals, respectively. Then, the 5 features in time domain, 7 features in frequency domain and 9 features in nonlinear domain are extracted from PPIs and RRIs. Finally, two-sample t-test is employed to analyze the relevance of each same features. The results show that there is obvious relevance for these features except for basic scale entropy (BSE). Therefore, PRV can be used to analyze HRV for bradycardia subjects except for the pacemaker wearers, which have less variation patterns and higher HR and PRV For the tachycardia subjects, the PRV has more variation patterns than HRV. If we just consider the accuracy between HR and PR, there are not obviously different for bradycardia and tachycardia subjects.","PeriodicalId":223618,"journal":{"name":"2018 International Conference on Control, Automation and Information Sciences (ICCAIS)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128874804","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: 7

Integrated Fault Tolerant Control for Closed-Loop System with Uncertain Packet Loss 不确定丢包闭环系统的集成容错控制

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570504

C. Juan, Hu Xian, Zhong Yong-yan, Qiu Aibing

引用次数: 0

Multi-Agent Formation Control and Target Tracking 多智能体编队控制与目标跟踪

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570581

Jiarui Xing, Weifeng Liu, Mingxin Kong

{"title":"Multi-Agent Formation Control and Target Tracking","authors":"Jiarui Xing, Weifeng Liu, Mingxin Kong","doi":"10.1109/ICCAIS.2018.8570581","DOIUrl":"https://doi.org/10.1109/ICCAIS.2018.8570581","url":null,"abstract":"With the rapid development of sensor information, robot control and target tracking technology, the target tracking of single target and single agent cannot meet the needs of some occasion. In the past decades, multi-agent control and tracking algorithms have attracted more and more attention. Among them, the control problem of multi-agent has become the research focus of scholars. As an important aspect of multi-agent control problem, formation control has also made considerable development. It has played an important role in the fields of industry, civil affairs and military affairs [1]. Multi-agent formation has obvious advantages compared with the task of single agent, it can accomplish more and more complex tasks, and the efficiency of the task is greatly improved. The failure of a single agent in the system will not significantly affect the completion of the overall task. In order to improve the efficiency of multi-agent system, it is very necessary to study the task of multi-agent coordination. At present, the widely used intelligent formation tracking system includes the target detection and tracking system of unmanned aerial vehicle formation, the ground vehicle object tracking and detection system and the detection and tracking system of the sea surface ship area target.","PeriodicalId":223618,"journal":{"name":"2018 International Conference on Control, Automation and Information Sciences (ICCAIS)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130741148","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

Error-Tracking Iterative Learning Control for Gun Control Servo System of Tank 坦克炮控伺服系统的误差跟踪迭代学习控制

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570479

Q. Yan, Youfang Yu, Yan Ma, Jianoing Cai

引用次数: 1

On the Price of European Call Option Based on the Black Scholes Model with Fuzzy Number Coefficients 基于模糊数系数Black Scholes模型的欧式看涨期权价格研究

2018 International Conference on Control, Automation and Information Sciences (ICCAIS) Pub Date : 2018-10-01 DOI: 10.1109/ICCAIS.2018.8570549

Guojing Zhang, Guixiang Wang

引用次数: 0