2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)最新文献_第3页

An Intelligent Compound Fault Diagnosis Method Using One-Dimensional Deep Convolutional Neural Network With Multi-Label Classifier 基于多标签分类器的一维深度卷积神经网络智能复合故障诊断方法

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8827030

Ruyi Huang, Weihua Li, Lingli Cui

{"title":"An Intelligent Compound Fault Diagnosis Method Using One-Dimensional Deep Convolutional Neural Network With Multi-Label Classifier","authors":"Ruyi Huang, Weihua Li, Lingli Cui","doi":"10.1109/I2MTC.2019.8827030","DOIUrl":"https://doi.org/10.1109/I2MTC.2019.8827030","url":null,"abstract":"Intelligent compound fault diagnosis technology is significantly important to ensure that rotating machinery works in high-efficiency, security and reliability, and it remains a great challenge in this field. A lot of traditional intelligent fault diagnosis techniques have been developed with certain achievements in recent years, however, these methods inherently suffer from the obvious shortcoming that the traditional classifier only outputs one label for a testing sample of compound fault, rather than multiple labels. Consequently, it cannot classify a compound fault as two or more single faults. To solve this problem, a novel method named 1D DCNN-MLC, One-Dimensional Deep Convolutional Neural Network (1D DCNN) with a Multi-Label Classifier (MLC), is proposed for intelligent compound fault identification. 1D DCNN is employed to learn the representations from the vibration raw signals effectively. MLC is then designed to discriminate and predict the single or compound fault by outputting single or multiple labels. The proposed method is validated by a gearbox dataset with bearing fault, gear fault and compound fault. The experimental results demonstrate that the proposed method can effectively detect and identify compound fault. To the best knowledge of the authors, this work is the first effort to identify compound fault for rotating machinery via outputs multiple labels.","PeriodicalId":132588,"journal":{"name":"2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123990380","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: 11

Accurate measurement of Kinetic Friction Coefficient by using two types of tribometer 用两种摩擦计精确测量动摩擦系数

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8827060

G. D. Leo, C. Liguori, A. Ruggiero, D. Russo, P. Sommella

引用次数: 2

Mitigating the Effect of Obstacles in Narrowband Ultrasonic Localization Systems 减小窄带超声定位系统中障碍物的影响

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8827132

Sebastian Haigh, J. Kulon, A. Partlow, P. Rogers, C. Gibson

{"title":"Mitigating the Effect of Obstacles in Narrowband Ultrasonic Localization Systems","authors":"Sebastian Haigh, J. Kulon, A. Partlow, P. Rogers, C. Gibson","doi":"10.1109/I2MTC.2019.8827132","DOIUrl":"https://doi.org/10.1109/I2MTC.2019.8827132","url":null,"abstract":"This paper develops a method for mitigating the negative effects of obstacles in narrowband, time division multiple access (TDMA), ultrasonic localization systems. The method builds upon the robust Bayesian classifier for ultrasonic localization (RoBCUL) algorithm which utilizes an iteratively reweighted least squares (IRLS) scheme. This algorithm has the advantage of low computational cost but loses performance in the presence of obstacles. The improved version of the RoBCUL algorithm presented in this paper uses a statistical test applied after each iteration of the regression, using a weighted residual vector calculated from the weight matrix and residual vector. The technique was tested using experimental data with its performance being quantified by its ability to correctly classify all the signals received during a single TDMA cycle. The extended version performed significantly better in all obstacle scenarios than the original, correctly classifying 100% of TDMA cycles in the scenarios with no obstacles, 97.6% with one obstacle, and 89.0% with two obstacles.","PeriodicalId":132588,"journal":{"name":"2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127172951","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

Millimeter Wave Differential Probe System for Surface Crack Detection in Painted Aircraft Fuselage 毫米波差分探测系统在涂漆飞机机身表面裂纹检测中的应用

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8826970

Yuan Gao, M. Ghasr, Kuang P. Ying, M. Dvorsky, A. Boots, R. Zoughi, D. Palmer

{"title":"Millimeter Wave Differential Probe System for Surface Crack Detection in Painted Aircraft Fuselage","authors":"Yuan Gao, M. Ghasr, Kuang P. Ying, M. Dvorsky, A. Boots, R. Zoughi, D. Palmer","doi":"10.1109/I2MTC.2019.8826970","DOIUrl":"https://doi.org/10.1109/I2MTC.2019.8826970","url":null,"abstract":"In this paper, a W-band (75-110 GHz) differential probe system is designed for detecting tight cracks near fasteners and under paint in aircraft fuselage. First, the operation principle of differential probe and the design of the system is introduced, followed by numerical electromagnetic simulations to verify the capability of designed probe. Simulation results show that the designed probe is capable of detecting tight surface crack extending by as much as 1.27 mm beyond a fastener hole, and it is not adversely influenced by the paint coating layer. Finally, the designed probe was mounted on a 3-axis scanner to form an automated scanning crack detection system. The fabricated system was used on many different crack specimens, and the results show that it successfully detected the 2 mm long surface crack (extending beyond a fastener hole) on a lap joint metallic plate with up to 0.1 mm-thick paint. Furthermore, the aperture offset and non-uniform paint clump effects were examined in the simulations, and corroborated in the measurement.","PeriodicalId":132588,"journal":{"name":"2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","volume":"247 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133601458","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

Locating and Imaging Impact Damage with an Integrated System of PZT and Eddy Current Probe 基于压电陶瓷与涡流探头集成系统的冲击损伤定位与成像

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8826902

Bo Feng, D. Pasadas, A. Ribeiro, H. Ramos

引用次数: 2

Adaptive Rate Signal Acquisition and Denoising For Efficient Mobile Systems 高效移动系统的自适应速率信号采集与去噪

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8827070

S. Qaisar, Saeed Niazi, D. Dallet

{"title":"Adaptive Rate Signal Acquisition and Denoising For Efficient Mobile Systems","authors":"S. Qaisar, Saeed Niazi, D. Dallet","doi":"10.1109/I2MTC.2019.8827070","DOIUrl":"https://doi.org/10.1109/I2MTC.2019.8827070","url":null,"abstract":"The signal acquisition segmentation and de-noising are elementary processes, required in digital signal processing. The classical acquisition and denoising are time-invariant, the acquisition frequency and the de-noising module parameters remain fixed. It causes a pointless augmentation in the system processing load, particularly for the alternating signals. In this framework, adaptive rate signal acquisition andfiltering method is devised. It is founded on a threshold traversing sampling and can correlate the acquisition rate, segmentation length and the denoising moduleparameters in accordance with the input signal temporal disparities. It renders an adaptation in the system processing activity according to the incoming signal temporal variations. The suggested system performance is evaluated for the speech signals. A performance comparison is also made with the traditional counterparts. Results demonstrate a radical computational gain, of the devised method over the traditional one, along with a similar output quality. It confirms the suitability of integrating the suggested solution in modern mobile systems in order to enhance their computational efficiency and power consumption.","PeriodicalId":132588,"journal":{"name":"2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115647520","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

Series-connected lithium-ion battery pack health modeling with cell inconsistency evaluation 串联锂离子电池组健康建模与电池不一致性评估

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8827097

Yuchen Song, Datong Liu, Yu Peng

{"title":"Series-connected lithium-ion battery pack health modeling with cell inconsistency evaluation","authors":"Yuchen Song, Datong Liu, Yu Peng","doi":"10.1109/I2MTC.2019.8827097","DOIUrl":"https://doi.org/10.1109/I2MTC.2019.8827097","url":null,"abstract":"The lithium-ion battery has become the prevalent technology to store and serve electric power. The state of health (SOH) for a battery cell directly influences the working safety and reliability of the host system. Moreover, since the battery cells are series connected for higher terminal voltage, the cell inconsistency will also impact the performance of the whole battery pack. In order to quantitatively evaluate the inconsistency of lithium-ion cells and represent the battery health state, this paper conducted a numerical study on inconsistency analysis and proposed a novel degradation feature for lithium-ion battery pack health state modeling. The charge cut-off voltage of each lithium-ion battery cell is utilized for battery cell inconsistency analysis according to the practical operating conditions. The normality test results prove that the inconsistency among lithium-ion battery cells is normal distributed. Furthermore, the correlation between the normal distribution parameters and battery pack performance degradation features are then quantitatively analyzed. The Spearman’s rank correlation coefficient is -0.88, which means the scale parameter of the normal distribution is negatively related with the battery pack performance degradation. Moreover, the experimental results also prove that with the battery pack performance degrades, the inconsistency among the battery cells is getting larger. The scale parameter in normal distribution is not only capable for cell inconsistency representation but also promising for series connected lithium-ion battery pack degradation evaluation.","PeriodicalId":132588,"journal":{"name":"2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124363518","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: 6

Analysis of horizontal slug translational velocity based on the image processing technique 基于图像处理技术的水平段塞流平移速度分析

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8827088

T. Xue, Qian Wang, Chenyang Li

引用次数: 2

Research on an omnidirectional proton precession magnetometer sensor based on solenoidal coils 基于螺线管线圈的全向质子进动磁强计传感器的研究

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8827001

W. Luo, H. Dong, J. Ge, Huan Liu, Hengli Song, Cheng Zhang, Zhiwen Yuan, Jun Zhu, Haiyang Zhang

{"title":"Research on an omnidirectional proton precession magnetometer sensor based on solenoidal coils","authors":"W. Luo, H. Dong, J. Ge, Huan Liu, Hengli Song, Cheng Zhang, Zhiwen Yuan, Jun Zhu, Haiyang Zhang","doi":"10.1109/I2MTC.2019.8827001","DOIUrl":"https://doi.org/10.1109/I2MTC.2019.8827001","url":null,"abstract":"The performance of the sensor determines one of the important factors in the measurement accuracy or uncertainty of the Proton Precession Magnetometer (PPM). Especially in mobile measurement application, the sensor’s orientation insensitivity and portability requirements are more stringent. In fact, sensors made of toroidal or cylindrical coils have many problems such as large volume and difficulty in winding, and thus the solenoidal coils are commonly used as PPM sensor coils and have excellent performance. However, when the aixs of solenoidal coil is the same as the direction of the magnetic field, the sensor cannot induce the NMR signal. Aiming at this problem, this paper proposes a simple omnidirectional PPM sensor with three solenoidal coils connected in series. The axial directions of the three solenoids intersect each other so that the sensor can induce signals in the direction of any geomagnetic field. This structure does not affect the polarization process and magnetization of the proton, but due to the axial crossing, the maximum induced signal amplitude is reduced compared to the sensor in which the coil axes are parallel to each other. Therefore, the relationship between the angle between the sensor coils and the sensitivity of the magnetic field orientation is analyzed. In order to improve the actual measurement accuracy, the design method of improving the SNR and anti-interference of the sensor is further studied. How to improve the coil structure, solve the signal loss problem, and improve the anti-interference ability of the sensor is one of the future research work. This paper aims to analyze the orientation sensitivity characteristics of an omnidirectional PPM sensor based on three solenoidal coils, which provides a new idea for sensor design in manual mobile measurement applications.","PeriodicalId":132588,"journal":{"name":"2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124634200","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

Development of a Wirelessly-Powered Wearable System for Finger Tracking 一种用于手指跟踪的无线供电可穿戴系统的开发

2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Pub Date : 2019-05-20 DOI: 10.1109/I2MTC.2019.8827062

Paolo Bellitti, E. Sardini, M. Serpelloni, A. D. Angelis, M. Dionigi, A. Moschitta, P. Carbone

引用次数: 1