Pub Date : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380838
Yasifa Rakhma Hidayanti, N. Siswandari, Okkie Puspitorini
The development of wireless communication gives benefits to the application of mobile communication services with a considerable distance. This benefits developed communication systems between vehicles that implement IEEE 802.11p standard on the main streets of Surabaya. This research aimed to calculating the performance of communication channel using the DSRC on vehicle to vehicle communication system. Based on the simulation result, OBU could cover vehicle at the distance 0-400 m from OBU transmitter. In Raya Darmo Surabaya, the environment doesn't support data transmission because BER value only up to 10-3(available for voice transmission).
{"title":"An analysis of simulation - based vehicle to vehicle (V2V) communication system in main street of Surabaya","authors":"Yasifa Rakhma Hidayanti, N. Siswandari, Okkie Puspitorini","doi":"10.1109/ELECSYM.2015.7380838","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380838","url":null,"abstract":"The development of wireless communication gives benefits to the application of mobile communication services with a considerable distance. This benefits developed communication systems between vehicles that implement IEEE 802.11p standard on the main streets of Surabaya. This research aimed to calculating the performance of communication channel using the DSRC on vehicle to vehicle communication system. Based on the simulation result, OBU could cover vehicle at the distance 0-400 m from OBU transmitter. In Raya Darmo Surabaya, the environment doesn't support data transmission because BER value only up to 10-3(available for voice transmission).","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127879455","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380819
N. Syahroni, H. Wahyuningrat, Hengar Budiman, J. Choi
Trajectory tracking is defined as getting from point A to point B at a certain time, as the time history of a continuous sequence of configurations between the current configuration of the robot and its goal configuration. In the simulation shows that is required some seconds for an autonomous underwater vehicle (AUV) to return to the path specified as a certain trajectories, if the track form a 90 degree angle, the AUV must create a new track by the way out of line to make it easier to maneuver all subsequent back on track, The simulation presented involved of AUV receiving a simulated command to following at a particular trajectories. In practice, it be able to receive a command to certain trajectories at any time during her mission.
{"title":"Trajectory tracking for AUV with constant velocity","authors":"N. Syahroni, H. Wahyuningrat, Hengar Budiman, J. Choi","doi":"10.1109/ELECSYM.2015.7380819","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380819","url":null,"abstract":"Trajectory tracking is defined as getting from point A to point B at a certain time, as the time history of a continuous sequence of configurations between the current configuration of the robot and its goal configuration. In the simulation shows that is required some seconds for an autonomous underwater vehicle (AUV) to return to the path specified as a certain trajectories, if the track form a 90 degree angle, the AUV must create a new track by the way out of line to make it easier to maneuver all subsequent back on track, The simulation presented involved of AUV receiving a simulated command to following at a particular trajectories. In practice, it be able to receive a command to certain trajectories at any time during her mission.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127712758","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380840
M. A. Al Rasyid, Ferry Astika Saputra, MH. Ramdhani Ismar
Wireless Sensor Network (WSN) is a promising technology for many applications, such as industrial, environment, and health-care application. The first requirement of WSN is energy efficiency in order to increase the network node lifetime. The second is reliability because packet drop cannot be tolerated in critical time applications. In this paper, we use NS2 simulation to evaluate and analyze the IEEE 802.15.4 standard in multi-hop WSN with a tree topology base on IEEE 802.15.4. Beacon enabled mode is used slotted CSMA/CA and non-beacon enabled mode is used unslotted CSMA/CA. Performance of beacon enabled and non-beacon enabled were evaluated and analyzed to understand the impact of protocol parameters such as Superframe Order (SO), Beacon Order (BO), and Traffic Load. The performance of the network which have been evaluated in detail are the throughput, energy consumption, end to end delay, packet success probability, drop packets and the percentage of the energy efficiency. The simulation result show that of beacon enabled is better than non beacon enabled in terms of the throughput, drop packet, energy consumption, and energy efficiency.
无线传感器网络(WSN)在工业、环境、医疗等领域有着广阔的应用前景。无线传感器网络的首要要求是提高网络节点的能量利用率，以提高网络节点的生存时间。其次是可靠性，因为在关键时间应用程序中不能容忍丢包。本文采用NS2仿真的方法，对基于IEEE 802.15.4的树型多跳无线传感器网络中的IEEE 802.15.4标准进行了评价和分析。有槽位的CSMA/CA采用信标使能模式，无槽位的CSMA/CA采用非信标使能模式。对信标启用和非信标启用的性能进行了评估和分析，以了解协议参数(如Superframe Order (SO)、beacon Order (BO)和Traffic Load)的影响。对网络的性能进行了详细的评估，包括吞吐量、能耗、端到端时延、数据包成功率、丢包率和能效百分比。仿真结果表明，在吞吐量、丢包、能耗和能效方面，使能信标优于不使能信标。
{"title":"Performance of multi-hop networks using beacon and non-beacon scheduling in Wireless Sensor Network (WSN)","authors":"M. A. Al Rasyid, Ferry Astika Saputra, MH. Ramdhani Ismar","doi":"10.1109/ELECSYM.2015.7380840","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380840","url":null,"abstract":"Wireless Sensor Network (WSN) is a promising technology for many applications, such as industrial, environment, and health-care application. The first requirement of WSN is energy efficiency in order to increase the network node lifetime. The second is reliability because packet drop cannot be tolerated in critical time applications. In this paper, we use NS2 simulation to evaluate and analyze the IEEE 802.15.4 standard in multi-hop WSN with a tree topology base on IEEE 802.15.4. Beacon enabled mode is used slotted CSMA/CA and non-beacon enabled mode is used unslotted CSMA/CA. Performance of beacon enabled and non-beacon enabled were evaluated and analyzed to understand the impact of protocol parameters such as Superframe Order (SO), Beacon Order (BO), and Traffic Load. The performance of the network which have been evaluated in detail are the throughput, energy consumption, end to end delay, packet success probability, drop packets and the percentage of the energy efficiency. The simulation result show that of beacon enabled is better than non beacon enabled in terms of the throughput, drop packet, energy consumption, and energy efficiency.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133517312","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380856
M. A. Al Rasyid, D. Prasetyo, Isbat Uzzin Nadhori, A. H. Alasiry
The use of the muscle strain sensor, Electromyogram (EMG), is still very limited in Electromyograph device so that the results can only be monitored through these devices. Other solutions are necessary so that the signal generated by the EMG sensor can be sent to the device or network that can extend the signal from the EMG sensor area. That is what underlies the author making a research on the implementation and monitoring of EMG sensors in a Wireless Body Area Network (WBAN). In the present study, the use of EMG can be expanded by utilizing WBAN that can transmit information through the network, so that the results of the EMG sensor can be determined and analyzed by a physician or an expert despite the distance apart with patients. Implementation and monitoring of the EMG sensors in making use of a Wireless Body Area Network, is very helpful for patients through applications that can be accessed by mobile devices. The different types of devices are not an obstacle to the application can run on a variety of devices with different screen sizes and specifications.
{"title":"Mobile monitoring of muscular strain sensor based on Wireless Body Area Network","authors":"M. A. Al Rasyid, D. Prasetyo, Isbat Uzzin Nadhori, A. H. Alasiry","doi":"10.1109/ELECSYM.2015.7380856","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380856","url":null,"abstract":"The use of the muscle strain sensor, Electromyogram (EMG), is still very limited in Electromyograph device so that the results can only be monitored through these devices. Other solutions are necessary so that the signal generated by the EMG sensor can be sent to the device or network that can extend the signal from the EMG sensor area. That is what underlies the author making a research on the implementation and monitoring of EMG sensors in a Wireless Body Area Network (WBAN). In the present study, the use of EMG can be expanded by utilizing WBAN that can transmit information through the network, so that the results of the EMG sensor can be determined and analyzed by a physician or an expert despite the distance apart with patients. Implementation and monitoring of the EMG sensors in making use of a Wireless Body Area Network, is very helpful for patients through applications that can be accessed by mobile devices. The different types of devices are not an obstacle to the application can run on a variety of devices with different screen sizes and specifications.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116842745","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380808
Soedibyo, Maya Saphira Citraningrum, M. Ashari, F. Pamuji
Power quality in hybrid wind turbine system with diesel (wind-diesel) affected by change of frequency fluctuation. Low - frequency oscillation due to the transmission network is long and low time constant and the high gain Automatic Voltage Regulator (AVR). Hybrid wind turbine system with diesel (wind-diesel) is controlled by Proportional Integral Derivative (PID) controllers. Trial - error method is used to determine the value of the gain of PID, so it is very difficult to get the optimum value. Study on the design control using Artificial Intelligent (AI) algorithms to find the optimum value of firefly from gain PID. The optimum value of the PID gain is used to adjust the frequency of the load with the matlab Simulink program. Hybrid wind turbine system with diesel (wind-diesel) with PID - firefly has a response which indicates that large overshoot and settling time response is being reduced and faster than a hybrid wind turbine system with diesel (wind-diesel) with PID trial-error.
{"title":"Design of frequency control on hybrid wind-diesel with PID-firefly","authors":"Soedibyo, Maya Saphira Citraningrum, M. Ashari, F. Pamuji","doi":"10.1109/ELECSYM.2015.7380808","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380808","url":null,"abstract":"Power quality in hybrid wind turbine system with diesel (wind-diesel) affected by change of frequency fluctuation. Low - frequency oscillation due to the transmission network is long and low time constant and the high gain Automatic Voltage Regulator (AVR). Hybrid wind turbine system with diesel (wind-diesel) is controlled by Proportional Integral Derivative (PID) controllers. Trial - error method is used to determine the value of the gain of PID, so it is very difficult to get the optimum value. Study on the design control using Artificial Intelligent (AI) algorithms to find the optimum value of firefly from gain PID. The optimum value of the PID gain is used to adjust the frequency of the load with the matlab Simulink program. Hybrid wind turbine system with diesel (wind-diesel) with PID - firefly has a response which indicates that large overshoot and settling time response is being reduced and faster than a hybrid wind turbine system with diesel (wind-diesel) with PID trial-error.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134111401","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380842
Chalisa Veesommai, Y. Kiyoki
The water quality analysis is one of the most important aspects in designing environmental systems. It is necessary to realize detection and classification processes and systems for water quality analysis. The important direction is to lead to uncomplicated understanding for public utilization. This paper presents the river Sensing Processing Actuation processes (rSPA) for determination and classification of multiple-water-parameters in Chao Phraya river. According to rSPA processes of multiple-water-quality-parameters, we find the pollutants of conductivity, salinity and total dissolved solid (TDS), which are accumulated from upstream to downstream. In several spots of the river, we have analyzed water quality in a maximum value of pollutants in term of oxidation-reduction potential (ORP). The first range effect of parameter is to express high to very high effects in term of dissolved oxygen, second is to express intermediate to very high effect in term of conductivity, third is to express low to very high effect in term of total dissolved solid, fourth is to express completely safe to very high effect in term of turbidity and the final is to express completely safe for effect in term of salinity. This paper shows the feasibility and effectiveness of rSPA processes to detect the critical contaminates points and identifies the effect class of multiple-water-quality-parameters.
{"title":"River water-quality analysis: “critical contaminate detection”, “classification of multiple-water-quality-parameters values” and “real-time notification” by rspa processes","authors":"Chalisa Veesommai, Y. Kiyoki","doi":"10.1109/ELECSYM.2015.7380842","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380842","url":null,"abstract":"The water quality analysis is one of the most important aspects in designing environmental systems. It is necessary to realize detection and classification processes and systems for water quality analysis. The important direction is to lead to uncomplicated understanding for public utilization. This paper presents the river Sensing Processing Actuation processes (rSPA) for determination and classification of multiple-water-parameters in Chao Phraya river. According to rSPA processes of multiple-water-quality-parameters, we find the pollutants of conductivity, salinity and total dissolved solid (TDS), which are accumulated from upstream to downstream. In several spots of the river, we have analyzed water quality in a maximum value of pollutants in term of oxidation-reduction potential (ORP). The first range effect of parameter is to express high to very high effects in term of dissolved oxygen, second is to express intermediate to very high effect in term of conductivity, third is to express low to very high effect in term of total dissolved solid, fourth is to express completely safe to very high effect in term of turbidity and the final is to express completely safe for effect in term of salinity. This paper shows the feasibility and effectiveness of rSPA processes to detect the critical contaminates points and identifies the effect class of multiple-water-quality-parameters.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"85 3-4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114027304","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380820
Abduladeem A. Ali, M. Saad, Rabiah Adawiyah Shahad, A. Hussain
The use of robot as a substitute to human biological body in various type of task such as space exploration, inspection, meetings, and surveillance activities are becoming popular nowadays. Robotic avatar, or avatar robot, is a concept in which a robot replaces the real human. This paper reports the design and development of an avatar robot with telepresence function, which we called AvaRobo. The AvaRobo was derived primarily from our previously developed autonomous ground vehicle (AGV) type surveillance robot platform, named JagaBot™. The JagaBot™ was enriched with specialized two-way remote communication and autonomous navigation capabilities for AvaRobo application. Remote users can manipulate and control AvaRobo and use it to inspect and assess the remote environment and interact with other humans at the remote area. The AvaRobo can move autonomously via line tracking technique or manually by executing the commands given by the remote operator.
{"title":"Design and development of an indoor avatar robot","authors":"Abduladeem A. Ali, M. Saad, Rabiah Adawiyah Shahad, A. Hussain","doi":"10.1109/ELECSYM.2015.7380820","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380820","url":null,"abstract":"The use of robot as a substitute to human biological body in various type of task such as space exploration, inspection, meetings, and surveillance activities are becoming popular nowadays. Robotic avatar, or avatar robot, is a concept in which a robot replaces the real human. This paper reports the design and development of an avatar robot with telepresence function, which we called AvaRobo. The AvaRobo was derived primarily from our previously developed autonomous ground vehicle (AGV) type surveillance robot platform, named JagaBot™. The JagaBot™ was enriched with specialized two-way remote communication and autonomous navigation capabilities for AvaRobo application. Remote users can manipulate and control AvaRobo and use it to inspect and assess the remote environment and interact with other humans at the remote area. The AvaRobo can move autonomously via line tracking technique or manually by executing the commands given by the remote operator.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121255633","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380815
Wan Siti Halimatul Munirah Wan Ahmad, M. F. A. Fauzi, W. Zaki
This paper presents an automated abnormality detection system for infection and fluid cases in the lung field for chest radiograph. The abnormality features represented as abnormality scores are investigated based on the sharpness of costophrenic angle (Scoreθn), symmetrical lung area (ScoreLp), area of the lung (Scorearea), as well as the lung level (ScoreLlevel). The radiograph will be detected as abnormal if any of the score is `1'. Total numbers of classified normal and with disease radiographs are 177 and 35 respectively. From the results at the image level, 78% and 100% of the infection and fluid images are correctly detected as abnormal.
{"title":"Abnormality detection for infection and fluid cases in chest radiograph","authors":"Wan Siti Halimatul Munirah Wan Ahmad, M. F. A. Fauzi, W. Zaki","doi":"10.1109/ELECSYM.2015.7380815","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380815","url":null,"abstract":"This paper presents an automated abnormality detection system for infection and fluid cases in the lung field for chest radiograph. The abnormality features represented as abnormality scores are investigated based on the sharpness of costophrenic angle (Scoreθn), symmetrical lung area (ScoreLp), area of the lung (Scorearea), as well as the lung level (ScoreLlevel). The radiograph will be detected as abnormal if any of the score is `1'. Total numbers of classified normal and with disease radiographs are 177 and 35 respectively. From the results at the image level, 78% and 100% of the infection and fluid images are correctly detected as abnormal.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128758705","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380817
Nuril Esti Khomariah, D. Pramadihanto, R. S. Dewanto
In this paper we described a model and a simulation of walking pattern of FLoW bipedal robot. This kinematics design combined four-bar linkages and translational actuators. Inverse kinematics problem is solved by using trigonometry approach. While walking pattern is made of a superposition between linear and sinusoidal function. The equations is simple and does not required long computation time. So it is efficient to maximize overall process on robot. The stability of the robot is controlled by CoM point which is calculated by multiplying the mass and position of the robot element and keeping it remain in the robot support polygon.
{"title":"FLoW bipedal robot: Walking pattern generation","authors":"Nuril Esti Khomariah, D. Pramadihanto, R. S. Dewanto","doi":"10.1109/ELECSYM.2015.7380817","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380817","url":null,"abstract":"In this paper we described a model and a simulation of walking pattern of FLoW bipedal robot. This kinematics design combined four-bar linkages and translational actuators. Inverse kinematics problem is solved by using trigonometry approach. While walking pattern is made of a superposition between linear and sinusoidal function. The equations is simple and does not required long computation time. So it is efficient to maximize overall process on robot. The stability of the robot is controlled by CoM point which is calculated by multiplying the mass and position of the robot element and keeping it remain in the robot support polygon.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"349 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121018550","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 : 2015-09-01DOI: 10.1109/ELECSYM.2015.7380850
Hardianto Dwi, Faza Alfaradin, Zaqiatud Darojah, Sanggar D. Raden
This paper reports an early work of machinery fault detection system module development. The system is developed and employed on a mechanical platform having a series of 3 aluminum rotating discs with unbalanced rotating mass to simulate an abnormal condition of a real machinery. This detection system is intended to have a capability of either to give an early warning due to an abnormality of the machine vibration or to localize the position of such abnormality among the discs. Artificial Neural Network (ANN) method is used to determine and to localize the abnormality by utilizing the vibration data. The method utilizes 3 features of time domain and 2 feature frequency domain signal characteristics. After the ANN was trained, this detection system was able to identify the plant condition of 90% accuracy.
{"title":"Artificial Neural Network based identification system for abnormal vibration of motor rotating disc system","authors":"Hardianto Dwi, Faza Alfaradin, Zaqiatud Darojah, Sanggar D. Raden","doi":"10.1109/ELECSYM.2015.7380850","DOIUrl":"https://doi.org/10.1109/ELECSYM.2015.7380850","url":null,"abstract":"This paper reports an early work of machinery fault detection system module development. The system is developed and employed on a mechanical platform having a series of 3 aluminum rotating discs with unbalanced rotating mass to simulate an abnormal condition of a real machinery. This detection system is intended to have a capability of either to give an early warning due to an abnormality of the machine vibration or to localize the position of such abnormality among the discs. Artificial Neural Network (ANN) method is used to determine and to localize the abnormality by utilizing the vibration data. The method utilizes 3 features of time domain and 2 feature frequency domain signal characteristics. After the ANN was trained, this detection system was able to identify the plant condition of 90% accuracy.","PeriodicalId":248906,"journal":{"name":"2015 International Electronics Symposium (IES)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125865660","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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