Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513833
M. Chakraborty, Debanjan Parbat
This paper reflects the studies undertaken to understand the complexity of the Electromyography (EMG) signal during biceps muscle contraction (flexion), by estimation of Fractal Dimension using Hurst's Rescaled Range (R/S) analysis. The measurements were done using surface electrodes with necessary signal acquisition circuitry and signal data is collected using sound card of PC through Matlab for data analysis purpose. The signal is also subjected to Frequency Domain techniques to estimate the power generated by muscle under different loading conditions. The Fractal Dimension, as obtained here, is found to vary under different loading conditions. The study of non-linear behavior of the EMG signal under varying loading conditions can lead to significant findings, pertaining to time based monitoring of muscle rehabilitation and endurance in a quantitative way.
本文反映了通过使用Hurst's rescale Range (R/S)分析估计分形维数来理解二头肌收缩(屈曲)过程中肌电(EMG)信号复杂性的研究。测量采用表面电极，配以必要的信号采集电路，利用PC机声卡通过Matlab采集信号数据，进行数据分析。信号还经过频域技术来估计肌肉在不同载荷条件下产生的功率。这里得到的分形维数在不同的加载条件下是不同的。对不同负荷条件下肌电信号的非线性行为的研究可以导致重要的发现，涉及以定量的方式基于时间监测肌肉康复和耐力。
{"title":"Fractal analysis of sEMG signal under varying load conditions","authors":"M. Chakraborty, Debanjan Parbat","doi":"10.1109/CIEC.2016.7513833","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513833","url":null,"abstract":"This paper reflects the studies undertaken to understand the complexity of the Electromyography (EMG) signal during biceps muscle contraction (flexion), by estimation of Fractal Dimension using Hurst's Rescaled Range (R/S) analysis. The measurements were done using surface electrodes with necessary signal acquisition circuitry and signal data is collected using sound card of PC through Matlab for data analysis purpose. The signal is also subjected to Frequency Domain techniques to estimate the power generated by muscle under different loading conditions. The Fractal Dimension, as obtained here, is found to vary under different loading conditions. The study of non-linear behavior of the EMG signal under varying loading conditions can lead to significant findings, pertaining to time based monitoring of muscle rehabilitation and endurance in a quantitative way.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129956414","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513756
S. Mitra, C. Koley
Current paper proposes a system for identifying bearing faults of a 3-phase induction motor operated in process control application along with the presence of other source of vibration, in the same process. Different types of bearing fault identification techniques have been discussed in literature with the analysis of time domain, frequency domain and time-frequency domain based features. The proposed methods were examined under laboratorial set-up keeping rotating speed and or load variation remains unchanged. And the practical situations of external vibrational effect and noises from various sources of process plant also have not been considered in a vast way. This paper delivers a brief idea of the identification of bearing faulty harmonics which are collected by accelerometer during running condition under random variation of both, speed and load of the motor with the presence of non-stationary external vibrations. The study also revealed that, faulty bearing can be identified from the vibration signal, by programming the PLC based system to collect vibration data only when process enters into some predefined situation, and thereafter by analyzing the vibration amplitude using standard deviation the faulty bearing can be identified.
{"title":"An automated SCADA based system for identification of induction motor bearing fault used in process control operation","authors":"S. Mitra, C. Koley","doi":"10.1109/CIEC.2016.7513756","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513756","url":null,"abstract":"Current paper proposes a system for identifying bearing faults of a 3-phase induction motor operated in process control application along with the presence of other source of vibration, in the same process. Different types of bearing fault identification techniques have been discussed in literature with the analysis of time domain, frequency domain and time-frequency domain based features. The proposed methods were examined under laboratorial set-up keeping rotating speed and or load variation remains unchanged. And the practical situations of external vibrational effect and noises from various sources of process plant also have not been considered in a vast way. This paper delivers a brief idea of the identification of bearing faulty harmonics which are collected by accelerometer during running condition under random variation of both, speed and load of the motor with the presence of non-stationary external vibrations. The study also revealed that, faulty bearing can be identified from the vibration signal, by programming the PLC based system to collect vibration data only when process enters into some predefined situation, and thereafter by analyzing the vibration amplitude using standard deviation the faulty bearing can be identified.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122384640","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513761
Ashwini M. Patil, A. Thosar
The stochastic nature of the wind causes various mechanical and electrical faults. It results the fluctuations in the output power. The high turbulence causes the dynamic loading of the drive train. To investigate the performance of the wind energy system its steady state and transient stability must be studied. This paper discuses the mathematical modeling of the wind energy system. With increase in size of wind turbines the shaft stiffness, viscous friction coefficient, drive train gear ratio and generator inertia constant have influence on the transient response of wind energy systems. The steady state and transient stability analysis with pole-zero study has been done by considering these four parameters. The severity of faults is studied in detail. This study intends the designing of fault tolerant control system in future.
{"title":"Steady state and transient stability analysis of wind energy system","authors":"Ashwini M. Patil, A. Thosar","doi":"10.1109/CIEC.2016.7513761","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513761","url":null,"abstract":"The stochastic nature of the wind causes various mechanical and electrical faults. It results the fluctuations in the output power. The high turbulence causes the dynamic loading of the drive train. To investigate the performance of the wind energy system its steady state and transient stability must be studied. This paper discuses the mathematical modeling of the wind energy system. With increase in size of wind turbines the shaft stiffness, viscous friction coefficient, drive train gear ratio and generator inertia constant have influence on the transient response of wind energy systems. The steady state and transient stability analysis with pole-zero study has been done by considering these four parameters. The severity of faults is studied in detail. This study intends the designing of fault tolerant control system in future.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":" 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120834827","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513667
A. Upadhyaya, D. Sarkar, A. B. Choudhury, D. Roy
In modern electrical power systems, Saturated Iron-Core Superconducting Fault Current Limiters (SISFCL) are becoming ever popular on account of their ability to instantaneously and reliably detect and limit the high magnitude fault current caused by short circuit faults. The SISFCL accomplishes this by altering the magnetic state of its ferromagnetic core material between saturation and unsaturation, thereby producing low impedance during normal operation and high impedance during faulted condition. In this paper, the mathematical model of a three-phase SISFCL is simulated using numerical methods in the MATLAB software environment. The effect of magnetic hysteresis of the core material is incorporated in the simulation via the Jiles-Atherton hysteresis model. The performance of the SISFCL is analysed against variations of the different circuit parameters namely, the fault resistance, DC bias current, number of turns of the AC and DC coil winding.
{"title":"Performance analysis of a three-phase SISFCL with the variation of circuit parameters using jiles atherton hysteresis model","authors":"A. Upadhyaya, D. Sarkar, A. B. Choudhury, D. Roy","doi":"10.1109/CIEC.2016.7513667","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513667","url":null,"abstract":"In modern electrical power systems, Saturated Iron-Core Superconducting Fault Current Limiters (SISFCL) are becoming ever popular on account of their ability to instantaneously and reliably detect and limit the high magnitude fault current caused by short circuit faults. The SISFCL accomplishes this by altering the magnetic state of its ferromagnetic core material between saturation and unsaturation, thereby producing low impedance during normal operation and high impedance during faulted condition. In this paper, the mathematical model of a three-phase SISFCL is simulated using numerical methods in the MATLAB software environment. The effect of magnetic hysteresis of the core material is incorporated in the simulation via the Jiles-Atherton hysteresis model. The performance of the SISFCL is analysed against variations of the different circuit parameters namely, the fault resistance, DC bias current, number of turns of the AC and DC coil winding.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127194343","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513668
Sumana Kundu, G. Sarker
In this present paper, a Radial Basis Function Network (RBFN) based on Modified Optimal Clustering Algorithm (MOCA) have been developed for clear and occluded fingerprint identification. Unlike conventional OCA technique which only considers intra cluster similarity for performing the desired number of clusters, MOCA combines both intra and inter cluster similarity while grouping such that not only the desired numbers of clusters or groups are formed, but also no misclassification is formed within any group. The approach of using MOCA within Modified RBFN for performing learning and identification of the different fingerprints is effective and efficient. Also the performance evaluation with accuracy, precision, recall and F-score of the classifier are quiet high and the learning time of fingerprints are quite low.
{"title":"A new RBFN with modified optimal clustering algorithm for clear and occluded fingerprint identification","authors":"Sumana Kundu, G. Sarker","doi":"10.1109/CIEC.2016.7513668","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513668","url":null,"abstract":"In this present paper, a Radial Basis Function Network (RBFN) based on Modified Optimal Clustering Algorithm (MOCA) have been developed for clear and occluded fingerprint identification. Unlike conventional OCA technique which only considers intra cluster similarity for performing the desired number of clusters, MOCA combines both intra and inter cluster similarity while grouping such that not only the desired numbers of clusters or groups are formed, but also no misclassification is formed within any group. The approach of using MOCA within Modified RBFN for performing learning and identification of the different fingerprints is effective and efficient. Also the performance evaluation with accuracy, precision, recall and F-score of the classifier are quiet high and the learning time of fingerprints are quite low.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125950398","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513815
A. Basak, K. Mukherjee, P. Syam
Matrix Converter (MC) is a kind of solid state direct frequency changer without any additional large reactive elements. The paper discusses the effect of this MC on a speed control system of a Doubly Fed Induction Generator (DFIG) connected to a grid where the rotor side voltage is controlled using it. The modulation of matrix converter is based on Space vector modulation with indirect transfer function (ITF) approach. Advantages as well as limitations with this MC are discussed in details. The effect on the control signals derived from the rotor terminal quantities is illustrated with relevant waveforms. Finally it is concluded that the control system can operate satisfactorily although the control signals contain small magnitudes of high frequency distortion components.
{"title":"Effect of Matrix Converter on the speed control scheme of a grid connected Doubly-Fed induction generator system","authors":"A. Basak, K. Mukherjee, P. Syam","doi":"10.1109/CIEC.2016.7513815","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513815","url":null,"abstract":"Matrix Converter (MC) is a kind of solid state direct frequency changer without any additional large reactive elements. The paper discusses the effect of this MC on a speed control system of a Doubly Fed Induction Generator (DFIG) connected to a grid where the rotor side voltage is controlled using it. The modulation of matrix converter is based on Space vector modulation with indirect transfer function (ITF) approach. Advantages as well as limitations with this MC are discussed in details. The effect on the control signals derived from the rotor terminal quantities is illustrated with relevant waveforms. Finally it is concluded that the control system can operate satisfactorily although the control signals contain small magnitudes of high frequency distortion components.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"2015 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127777549","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513754
Priyanka Das, Tanmoy Dasgupta, S. Bhattacharya
This paper proposes a novel scheme for recognising Bengali handwritten numerals using mathematical morphology. The numerals are broadly classified into two groups based on the presence and position of blobs and stems in them. Since different writing styles are used by different persons, morphological operations with the same structuring elements (SEs) do not yield satisfactory result. Thus, this paper proposes a scheme for automatic generation of SEs based on common handwriting styles. Also the SEs are scaled automatically according to the size of the handwritten digits in order to make the algorithm more robust and efficient. Since, this method does not require any kind of `learning' to work, it is considerably faster than other machine learning based algorithms. Also, it does not require training samples. The present algorithm is tested on a large database of Bengali handwritten digits and its performance and accuracy are also determined.
{"title":"A novel scheme for Bengali handwriting recognition based on morphological operations with adaptive auto-generated structuring elements","authors":"Priyanka Das, Tanmoy Dasgupta, S. Bhattacharya","doi":"10.1109/CIEC.2016.7513754","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513754","url":null,"abstract":"This paper proposes a novel scheme for recognising Bengali handwritten numerals using mathematical morphology. The numerals are broadly classified into two groups based on the presence and position of blobs and stems in them. Since different writing styles are used by different persons, morphological operations with the same structuring elements (SEs) do not yield satisfactory result. Thus, this paper proposes a scheme for automatic generation of SEs based on common handwriting styles. Also the SEs are scaled automatically according to the size of the handwritten digits in order to make the algorithm more robust and efficient. Since, this method does not require any kind of `learning' to work, it is considerably faster than other machine learning based algorithms. Also, it does not require training samples. The present algorithm is tested on a large database of Bengali handwritten digits and its performance and accuracy are also determined.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"268 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129080858","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513797
S. R. Choudhury, A. Deb, G. Sarkar
Jump discontinuities in control systems pose difficulties in mathematical modeling. This paper uses a set of orthogonal hybrid functions (HF) for analysing and identifying control systems with jump discontinuities. But with traditional hybrid function theory, the results obtained are not quite satisfactory. To obtain a more accurate as well as reliable result, a modified version of the hybrid function set is attempted to design a new theory. With this new theory, jump functions are approximated in a better manner and subsequently these principles are applied for the analysis and synthesis of control systems described by their state models. Relevant examples are treated and results are found to be far more acceptable than those obtained using traditional hybrid functions.
{"title":"Analysis and synthesis of state models involving jump discontinuities in hybrid functions (HF) domain","authors":"S. R. Choudhury, A. Deb, G. Sarkar","doi":"10.1109/CIEC.2016.7513797","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513797","url":null,"abstract":"Jump discontinuities in control systems pose difficulties in mathematical modeling. This paper uses a set of orthogonal hybrid functions (HF) for analysing and identifying control systems with jump discontinuities. But with traditional hybrid function theory, the results obtained are not quite satisfactory. To obtain a more accurate as well as reliable result, a modified version of the hybrid function set is attempted to design a new theory. With this new theory, jump functions are approximated in a better manner and subsequently these principles are applied for the analysis and synthesis of control systems described by their state models. Relevant examples are treated and results are found to be far more acceptable than those obtained using traditional hybrid functions.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122231873","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513759
S. Chakraborty, N. Mandal, S. C. Bera
Defusing light is the light reflection from a non uniform surface so that after reflection the light rays can move in different directions. Defusing light with uniform intensity in all direction is very important in various applications. In the present paper, design of a modified defusing surface for uniform IR light has been studied and the effect of new base plate material that surface on intensity of diffused IR light has been observed. Application of this modified diffusing surface in developing a non contact level sensor using float as the sensing element has also been observed as in [8]. Mathematical equations explaining the principle of operation of the sensor are identical to those in [8] and are applied in the present work. The sensor with the modified defusing surface has been experimentally studied. Experimental results almost identical to those in [8] are reporter in the paper.
{"title":"Study of a modified IR defusing surface as a uniform source and its application as non-contact level sensor","authors":"S. Chakraborty, N. Mandal, S. C. Bera","doi":"10.1109/CIEC.2016.7513759","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513759","url":null,"abstract":"Defusing light is the light reflection from a non uniform surface so that after reflection the light rays can move in different directions. Defusing light with uniform intensity in all direction is very important in various applications. In the present paper, design of a modified defusing surface for uniform IR light has been studied and the effect of new base plate material that surface on intensity of diffused IR light has been observed. Application of this modified diffusing surface in developing a non contact level sensor using float as the sensing element has also been observed as in [8]. Mathematical equations explaining the principle of operation of the sensor are identical to those in [8] and are applied in the present work. The sensor with the modified defusing surface has been experimentally studied. Experimental results almost identical to those in [8] are reporter in the paper.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128286893","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}
Pub Date : 1900-01-01DOI: 10.1109/CIEC.2016.7513776
J. Datta, J. Bera, S. Chowdhuri
This paper deals with the software development for a remote monitoring of industrial machines with the features of analysis of the machine data to detect any abnormality in their operations and generating a report according to this analysis. A set of software tools is thus developed for this diagnostic system with the primary objective is to detect any incipient faults those are being cropped up and are becoming severe with time. Motor Current Signature Analysis (MCSA), sequence component analysis etc. types of tool are utilized to detect any incipient fault. The front end GUI (Graphical User Interface) displays the running conditions of the machines of this multi-machine monitoring system along with a list of maintenance schedule while the back end Management Information Base (MIB) controls all the data collection, interfacing of GSM modem for sending SMS for the faulty machine information and sends the control action for the machine(s). Hybrid Data Compression scheme is utilized to make the system communication efficient as well as secured one. The developed system is tested with two/three machine in our laboratory.
本文介绍了一种工业机器远程监控软件的开发，该软件的特点是对机器数据进行分析，以检测机器运行中的异常情况并根据分析结果生成报告。因此，为该诊断系统开发了一套软件工具，其主要目标是检测任何正在出现并随着时间的推移而变得严重的早期故障。电机电流特征分析(MCSA)、序列分量分析等工具被用于检测任何早期故障。前端GUI (Graphical User Interface，图形用户界面)显示多机监控系统中各机器的运行状况以及维护计划列表，后端管理信息库MIB (Management Information Base)控制所有数据采集，GSM modem接口用于发送故障机器信息的短信，并发送对机器的控制动作。采用混合数据压缩方案，保证了系统的通信效率和安全性。所开发的系统在实验室用二/三台机器进行了测试。
{"title":"Development of remote monitoring analysis and reporting system for industrial machines","authors":"J. Datta, J. Bera, S. Chowdhuri","doi":"10.1109/CIEC.2016.7513776","DOIUrl":"https://doi.org/10.1109/CIEC.2016.7513776","url":null,"abstract":"This paper deals with the software development for a remote monitoring of industrial machines with the features of analysis of the machine data to detect any abnormality in their operations and generating a report according to this analysis. A set of software tools is thus developed for this diagnostic system with the primary objective is to detect any incipient faults those are being cropped up and are becoming severe with time. Motor Current Signature Analysis (MCSA), sequence component analysis etc. types of tool are utilized to detect any incipient fault. The front end GUI (Graphical User Interface) displays the running conditions of the machines of this multi-machine monitoring system along with a list of maintenance schedule while the back end Management Information Base (MIB) controls all the data collection, interfacing of GSM modem for sending SMS for the faulty machine information and sends the control action for the machine(s). Hybrid Data Compression scheme is utilized to make the system communication efficient as well as secured one. The developed system is tested with two/three machine in our laboratory.","PeriodicalId":443343,"journal":{"name":"2016 2nd International Conference on Control, Instrumentation, Energy & Communication (CIEC)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131722113","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}
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