Kurniabudi, Benni Purnama, Sharipuddin, D. Stiawan, Darmawijoyo, R. Budiarto
{"title":"Preprocessing and Framework for Unsupervised Anomaly Detection in IoT: Work on Progress","authors":"Kurniabudi, Benni Purnama, Sharipuddin, D. Stiawan, Darmawijoyo, R. Budiarto","doi":"10.1109/ICECOS.2018.8605231","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605231","url":null,"abstract":"A robust increasing on smart sensors in Internet of Thing (IoT) results huge and heterogenous data and becomes a challenge in data prepocessing and analysis for anomaly detection. The lack of IoT publicly available dataset is one issue in anomaly detection research. To resolve that problem, a testbed topology is proposed in this research. In addition, a high-dimensionality data analysis faces a computational complexity. The purpose of this study is to presents a global framework for anomaly detection in IoT and proposes a distributed preprocessing framework. Unsupervised learning approach has been chosen to reduce dimensionality of IoT data traffic.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"29 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":"125111625","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}
M. Sidik, Z. Buntat, Z. Nawawi, M. Jambak, Y. Buntat, F. N. Musa
{"title":"Effects of Cold Plasma Treatment on the Growth Rate of Corn and Eggplant Plants","authors":"M. Sidik, Z. Buntat, Z. Nawawi, M. Jambak, Y. Buntat, F. N. Musa","doi":"10.1109/ICECOS.2018.8605250","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605250","url":null,"abstract":"This paper investigates the effect of cold plasma on the germination, growth, and yield of corn plant. The effect of plasma plume was applied to the corn seeds to kill the bacteria on the outer surface of the seeds to investigate the effects of cold plasma towards the germination and growth rate of the seeds. The time of treatment was varied from 3, 5 and 10 minutes to identify the optimum treatment time. The result showed that the seeds that treated with 3 minutes plasma treatment germinates faster and show excellent growth rate compared to the untreated seed. This revealed that cold plasma treatment as an alternative method to promote seed germination and enhance seed growth of the corn plant.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","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":"123167828","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}
S. Baharin, M. R. Ahmad, D. Periannan, M. Sabri, B. Y. Seah, M. Aziz, M. Ismail, Mona Riza Mohd Esa, S. A. Mohammad, Z. Abdul-Malek, N. Yusop, V. Cooray, G. Lu
{"title":"Wavelet Analysis of the Onset of VHF and Microwave Radiation Emitted by Lightning","authors":"S. Baharin, M. R. Ahmad, D. Periannan, M. Sabri, B. Y. Seah, M. Aziz, M. Ismail, Mona Riza Mohd Esa, S. A. Mohammad, Z. Abdul-Malek, N. Yusop, V. Cooray, G. Lu","doi":"10.1109/ICECOS.2018.8605191","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605191","url":null,"abstract":"Lightning flash is an electrical discharge in air (dielectric breakdown) which emits electromagnetic (EM) fields across very wide spectra from a few Hertz up to visible wavelength. Electrical breakdown process is an important event that initiates lightning. For electrical breakdown process to occur, it must fulfill two conditions which are at least has one free electron and the electric field region is more than 3 MV/m. This process starts with electron avalanche in millimeter scale then grows into streamer in centimeter scale. Lastly, from streamer it will grow into leader in meter scale. It has already established that streamer emits intensely at Very High Frequency (VHF) band as it's already proven both theoretically and experimentally. A study by Cooray, theoretically proved that emission of electron avalanche peaks at microwave band. Air-gap parallel plate antenna which could operate at 1 GHz with remote sensing is designed and simulated to measure the microwave radiation emitted by lightning. Both temporal and wavelet analyses are used to compare the onset of microwave radiation and VHF radiation in both time and frequency domains to determine electron avalanche appears at which electromagnetic band.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"29 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":"128731131","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}
M. Sabri, M. R. Ahmad, D. Periannan, B. Y. Seah, M. Aziz, M. Ismail, Mona Riza Mohd Esa, S. A. Mohammad, Z. Abdul-Malek, N. Yusop, V. Cooray, G. Lu
{"title":"VHF Emissions Prior to the Onset of Initial Electric Field Changes of Intracloud Flashes","authors":"M. Sabri, M. R. Ahmad, D. Periannan, B. Y. Seah, M. Aziz, M. Ismail, Mona Riza Mohd Esa, S. A. Mohammad, Z. Abdul-Malek, N. Yusop, V. Cooray, G. Lu","doi":"10.1109/ICECOS.2018.8605235","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605235","url":null,"abstract":"We present the observation of VHF impulses electric (E) field emissions found in two normal intracloud (IC) flashes accompanied by initial electric field changes (IECs) in a tropical thunderstorm. The data was collected on November $23 ^{mathbf {rd}}$, 2017 (within reversal distance) to our lightning sensor in Malacca, Malaysia. The durations from the onset of IECs to the first initial breakdown (IB) pulse are range between 0.68 and 0.69 ms and the magnitudes of IECs are range between 0.18 and 0.50 V/m. Besides that, before the onset of IECs there is small pulses was detected for IC flash (Nov_67) same with the VHF impulse for both IC flash. It was detected earlier before the onset of IEC by 12.69 and $251.60 mu mathrm {s}$ for the VHF impulse.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"48 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":"131987501","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":"Enhancement of The Fuzzy Control Response with Particle Swarm Optimization in Mobile Robot System","authors":"S. Nurmaini, Febrina Setianingsih","doi":"10.1109/ICECOS.2018.8605221","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605221","url":null,"abstract":"Membership functions (MFs) play a crucial role in Fuzzy Logic based decision-making systems. However, in the fuzzy logic design, to select the value of MFs is difficult. Such process always using a trial and error way based on the linguistic from the expert and some works resulting in poor response. Hence, the selection of optimal MFs is desirable. In this research, the optimization method based on Particle Swarm Optimization (PSO) algorithm is applied to tuning the fuzzy membership functions. The method is implemented to control the position and orientation DDMR. By using such method, the fuzzy control produces good response in terms of fast rise time, minimum maximum peak overshoot and fast time to reach the steady-state condition.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"28 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":"133800279","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":"ICECOS 2018 Cover Page","authors":"","doi":"10.1109/icecos.2018.8605230","DOIUrl":"https://doi.org/10.1109/icecos.2018.8605230","url":null,"abstract":"","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"48 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":"134473758","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}
N. Husni, M. A. Muhaajir, E. Prihatini, A. Silvia, S. Nurmaini, I. Yani
{"title":"Optimal Kernel Classifier in Mobile Robots for Determining Gases Type","authors":"N. Husni, M. A. Muhaajir, E. Prihatini, A. Silvia, S. Nurmaini, I. Yani","doi":"10.1109/ICECOS.2018.8605252","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605252","url":null,"abstract":"The use of TGS sensor and Arduino could create a robot to be capable of detecting and classifying some gases. In this research, 3 kinds of SVM Kernel Classifiers are investigated. Robots equipped with 3 TGS sensors are used to classify methanol and acetone. Xbee modul is used as a communication medium between robots and server. The robots are run in the experimental environment. When they detect the gas, they will get closer to the source and classify the gas type. The classified gas data is then sent to the server. From this research, it can concluded that polynomial and RBF have better performance in classifying methanol and acetone.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"31 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":"124363977","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}
N. A. Mohd Fadzil, A. Ishak, A. S. Abu Hasim, S. M. F. Syed Mohd Dardin, A. A. Azid
{"title":"Power Generation from Wave Energy using Floating Device","authors":"N. A. Mohd Fadzil, A. Ishak, A. S. Abu Hasim, S. M. F. Syed Mohd Dardin, A. A. Azid","doi":"10.1109/ICECOS.2018.8605185","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605185","url":null,"abstract":"In Malaysia, there are a lot of islands that use diesel generators to generate electricity. This is because of expensive power connection from the grid system. However, when using the generators, it contributes to high pricing of diesel and difficult to distribute the supply to each island. Furthermore, the source is not sustainable and can affect environment due to carbon monoxide and carbon dioxide from the generators. Therefore, renewable energy sources have becomes an alternative solution for these problems. The advantages of using renewable energy are it is sustainable resources, produce clean energy, and low operating cost. One of the possible renewable energy sources is sea wave energy. There are few techniques to generate power from wave energy which are oscillating water column (OWC), tapered channel (TAPCHAN) and floating device. From this project, the technique of floating device (linear generator) was chosen because this technique is more affective and only requires small area of construction. SOLIDWORKS software was used to design the prototype for this project. From the result, the designed model can produce about 13mV. The effect of wave heights, number of turns, and diameter of coil wire were analyzed.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"41 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":"124815278","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}
Ratna Yustiawati, N. Husni, E. Evelina, Sabilal Rasyad, Iskandar Lutfi, A. Silvia, Niksen Alfarizal, Adella Rialita
{"title":"Analyzing Of Different Features Using Haar Cascade Classifier","authors":"Ratna Yustiawati, N. Husni, E. Evelina, Sabilal Rasyad, Iskandar Lutfi, A. Silvia, Niksen Alfarizal, Adella Rialita","doi":"10.1109/ICECOS.2018.8605266","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605266","url":null,"abstract":"Technology always developed all the time. It makes many humans utilize the technology for doing everything. Not only used for doing something good, but there are many humans use it for doing criminal, such as robbing. On the other hand, there is something found for preventing that problem. It is a tool for detecting face. Face recognition is made for identifying a face by digital image. This paper presents a research on security of a room. The room can only be opened by identifying ad matching the face of the one that has been inputted to the data base of the system. Haar cascade classifier is used in this research. The processes of identifying of the objects were discussed in this paper. From the experimental test, it can be concluded that the proposed method is effective enough in processing the features of the objects.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"41 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":"129872046","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}
C. Kumar, I. Arizu, A. Nasib, M. H. Ahmad, Z. Nawawi, M. Sidik, M. Jambak, R. F. Kurnia, M. Y. M. Noor, A. Azmi, E. P. Waldi, Aulia
{"title":"Acoustic Partial Discharge Detection Using Low-cost Pre-amplified Piezoelectric Transducer and Coated Optical Fiber Sensor","authors":"C. Kumar, I. Arizu, A. Nasib, M. H. Ahmad, Z. Nawawi, M. Sidik, M. Jambak, R. F. Kurnia, M. Y. M. Noor, A. Azmi, E. P. Waldi, Aulia","doi":"10.1109/ICECOS.2018.8605187","DOIUrl":"https://doi.org/10.1109/ICECOS.2018.8605187","url":null,"abstract":"Partial discharges (PD) occur in high voltage equipment are considered as major problem that required to be prevented to avoid any breakdown, damage and loss from happening. In addition, this pre-breakdown phenomenon can be detected using appropriate sensors such as acoustic emission sensor. In this study, acoustic emission sensor was chosen as the method to detect the PD in high voltage insulation. Low-cost piezoelectric transducer (PZT) with pre-amplifier and optical fiber sensor (OFS) were used as a sensing device to detect PD but OFS was expected to highlight its usage towards PD detection. Development of optical fiber sensor (OFS) based on Single Mode-Multi Mode-Single Mode (SMS) structure which implementing a Multimode Interference effects (MMI) was focused on. PD measurement test was conducted according to IEC 60270 and IEC TS 62478 standards. A coated SMS based OFS was fabricated and then was used in PD measurement test. Furthermore, after implementing the pre-amplified PZT sensor and coated OFS in PD measurement test, results were compared with a measuring impedance by analyzing the Phase Resolved Partial Discharge (PRPD) patterns. From the results, all sensors can detect PD as accurately as the MI but the usage of pre-amplifier on PZT has shown a great deal of advantage in removing noises and amplifying small signal, but the SMS coated OFS has shown similar ability in detecting the PD.","PeriodicalId":149318,"journal":{"name":"2018 International Conference on Electrical Engineering and Computer Science (ICECOS)","volume":"19 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":"130165816","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}