2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE)最新文献_第6页

Parallel Computing Accelerated Image Inpainting using GPU CUDA, Theano, and Tensorflow 并行计算加速图像绘制使用GPU CUDA, Theano和Tensorflow

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534858

Heronimus Tresy Renata Adie, I. A. Pradana, Pranowo

{"title":"Parallel Computing Accelerated Image Inpainting using GPU CUDA, Theano, and Tensorflow","authors":"Heronimus Tresy Renata Adie, I. A. Pradana, Pranowo","doi":"10.1109/ICITEED.2018.8534858","DOIUrl":"https://doi.org/10.1109/ICITEED.2018.8534858","url":null,"abstract":"Image inpainting refers to image restoration process that reconstruct damaged image to obtain it lost information based on existing information. PDE-based approach is commonly used for image interpolation especially inpainting. Since PDE process express convolution and continuous change, the approach may take a lot of computational resources and will run slow on standard computer CPU. To overcome that, GPU parallel computing method for PDE-based image inpainting are proposed. These days, some handy platform or frameworks to utilize GPU are already exist like CUDA, Theano, and Tensorflow. CUDA is well-known as parallel computing platform and programming model to work with programming language such as C/C++. In other hand Theano and Tensorflow is a bit different thing, both of them is a machine learning framework based on Python that also able to utilize GPU. Although Theano and Tensorflow are specialized for machine learning and deep learning, the system is general enough to applied for computational process like image inpainting. The results of this work show benchmark performance of PDE image inpainting running on CPU using C+ +, Theano, and Tensorflow and on GPU with CUDA, Theano, and Tensorflow. The benchmark shows that parallel computing accelerated PDE image inpainting can run faster on GPU either with CUDA, Theano, or Tensorflow compared to PDE image inpainting running on CPU.","PeriodicalId":142523,"journal":{"name":"2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117060839","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: 5

ANN-Based Modeling of Directional Overcurrent Relay Characteristics Applied in Radial Distribution System with Distributed Generations 基于人工神经网络的分布代径向配电系统定向过流继电器特性建模

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534834

Alexandre Musirikare, M. Pujiantara, A. Tjahjono, M. Purnomo

{"title":"ANN-Based Modeling of Directional Overcurrent Relay Characteristics Applied in Radial Distribution System with Distributed Generations","authors":"Alexandre Musirikare, M. Pujiantara, A. Tjahjono, M. Purnomo","doi":"10.1109/ICITEED.2018.8534834","DOIUrl":"https://doi.org/10.1109/ICITEED.2018.8534834","url":null,"abstract":"The time multiplier setting (TMS) and the relay pickup current are very important parameters in modeling of DOCR characteristics. These two parameters can be adjusted to move the time current characteristic (TCC) curve to the position suitable to the protection coordination. Distributed generations (DGs) can cause change of fault current in the system and this can affect the protection coordination. In this paper, artificial neural network (ANN) based on Levenberg-Marquardt algorithm is used to model the DOCR characteristics where the trained ANN model is able to compute the time multiplier setting, the pickup current as well as the trip time of each DOCR in terms of changes caused by DG connection. A long radial distribution feeder of 7 buses penetrated by DGs is designed and simulated in order to get the training data set. The training results are quite interesting and encouraging with a mean squared error (mse) equal 1.6766e-l2. At the end, a sample of ANN outputs is implemented in ETAP software for further verification of the developed model and it works perfectly.","PeriodicalId":142523,"journal":{"name":"2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117284137","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: 5

Deciding Endemic Area of Dengue Fever using Simple Multi Attribute Rating Technique Exploiting Ranks 利用简单多属性分级法确定登革热流行区

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534882

J. Sari, R. Gernowo, J. E. Suseno

引用次数: 7

Performance of Automation Testing Tools for Android Applications Android应用程序自动化测试工具的性能

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534756

A. Sinaga, Adi Wibowo P., Ariestoni Silalahi, Nita Yolanda

{"title":"Performance of Automation Testing Tools for Android Applications","authors":"A. Sinaga, Adi Wibowo P., Ariestoni Silalahi, Nita Yolanda","doi":"10.1109/ICITEED.2018.8534756","DOIUrl":"https://doi.org/10.1109/ICITEED.2018.8534756","url":null,"abstract":"The number of mobile application is growing remarkably. Hence, the requirement of testing on mobile application is essential in order to assure that all applications on the market have good quality. Testing on mobile application can be conducted manually or automatically. The automation testing utilizes a testing tool to perform test case execution and verification automatically. The utilization of automation testing can improve the performance of testing. There are various automation testing tools for mobile application with different capabilities and characteristics such as Appium, Robotium, and UI Automator. This paper presents an empirical investigation of the performance comparison of automation testing tools when applied into four Android applications as objects under test. Android is a popular operating system for smartphone with a huge number of applications. The result shows that the tools have their advantages and disadvantages. Detail performance comparison of the three tools is presented in this paper. Based on the experiment result, this paper provides recommendation for the utilization of each of the tools.","PeriodicalId":142523,"journal":{"name":"2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"156 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115986309","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: 5

Design and Physical Implementation of a Low Frequency On-Chip Oscillator 一种低频片上振荡器的设计与物理实现

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534824

Jaydeep Banik Mazumdar, K. Sarawadekar

{"title":"Design and Physical Implementation of a Low Frequency On-Chip Oscillator","authors":"Jaydeep Banik Mazumdar, K. Sarawadekar","doi":"10.1109/ICITEED.2018.8534824","DOIUrl":"https://doi.org/10.1109/ICITEED.2018.8534824","url":null,"abstract":"In this paper, a square wave with 10 kHz frequency is designed to be used as an on-chip oscillator for a Wireless Sensor Node System On Chip (WSN-SOC). The proposed circuit generates high-frequency oscillations without the need for any external crystal oscillator using a ring oscillator. An asynchronous counter is used as a frequency divider circuit to decrease the frequency of the oscillations to the desired frequency. A buffer at the output stage increases the net current so that the oscillator can drive multiple loads. The circuit is designed as per the full custom ASIC flow in the 180 nm technology library provided by the foundry - Semi-Conductor Laboratory, India. The schematic and the layout are done on the Cadence Virtuoso tool. Physical verification is performed using Mentor Graphics Calibre tool. Post-layout simulation is done using Synopsys HSpice tool. The post-layout simulations of the oscillator occupying an area of about 223um x 118 um, show a square wave with a frequency of 10.59 kHz, very close to the desired frequency, consuming 9.408 uW average power at 1.8 V supply.","PeriodicalId":142523,"journal":{"name":"2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131749044","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

Security Constrained Optimal Power Flow Considering Dynamic Line Rating 考虑动态线路额定值的安全约束最优潮流

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534755

S. Triwijaya, Nurdin Sugiantoro, Y. Prasetyo, Firdaus, R. S. Wibowo, O. Penangsang

{"title":"Security Constrained Optimal Power Flow Considering Dynamic Line Rating","authors":"S. Triwijaya, Nurdin Sugiantoro, Y. Prasetyo, Firdaus, R. S. Wibowo, O. Penangsang","doi":"10.1109/ICITEED.2018.8534755","DOIUrl":"https://doi.org/10.1109/ICITEED.2018.8534755","url":null,"abstract":"The transmission system must be designed to anticipate contingency at all load level which is unpredictable. Contingency due to one or more transmission lines outage may cause transmission line overload. As the result, re-dispatch is required, the operational cost becomes more expensive. To overcome this problem, knowing the actual current capacity is very important to use line capacity maximally. Dynamic line rating is an approach to know the ampacity rating of the bare overhead transmission line base on meteorological conditions. The integration DLR with security constraint optimal power flow (SCOPF) potentially enhances security and minimize the generation cost. The complexities of integration DLR and SCOPF are calculating ampacity using steady state heat balance equation (HBE), adding steady state HBE on SCOPF and simulating in the various time interval with multi-load levels. Direct current SCOPF is used to simplify the completion of this proposed method. This proposed method has been tested on modified system IEEE 9 bus and solved using MATLAB base quadratic programming.","PeriodicalId":142523,"journal":{"name":"2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127049884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

Evaluation of Auto-reclose Performance of 500kV Transmission Line with Shunt Reactor in Indonesia 印尼500kV并联电抗器输电线路自合闸性能评价

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534908

A. A. Kusuma, P. Pramana, B. S. Munir, H. B. Tambunan

引用次数: 3

Face Recognition for Attendance System Detection 人脸识别考勤系统检测

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534942

Rudy Hartanto, Marcus Nurtiantoro Adji

{"title":"Face Recognition for Attendance System Detection","authors":"Rudy Hartanto, Marcus Nurtiantoro Adji","doi":"10.1109/ICITEED.2018.8534942","DOIUrl":"https://doi.org/10.1109/ICITEED.2018.8534942","url":null,"abstract":"These days, biometric authentication methods begin growing rapidly as one of promising authentication methods, besides the conventional authentication method. Almost all biometrics technologies require some actions by user, which are the user needs to place funds on the scanner to set the fingers or the hand geometry detection. The user shall stand still in a fixed position in front of the camera for iris or retina identification purpose. The face recognition method has several external advantages compared to the other biometric methods because this method can be done passively without explicit action or should be held by the user since the face image can be obtained by the camera from a certain distance. This method can be especially useful for mission and supervision. This research would develop and implement the face recognition system consists of four stage process. The four-stage process were face detection process using skin color detection and Haar Cascade algorithm, alignment process that contains face features normalization process, feature extraction process, and classification process using LBPH algorithm. Furthermore, the process would be continued to current system replacement with the system that has been built. The experimental results show that the system can recognize the faces captured automatically by the camera accurately.","PeriodicalId":142523,"journal":{"name":"2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"52 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116836737","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: 23

ICITEE 2018 Committees

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/iciteed.2018.8534843

引用次数: 0

Explicit One-dimensional Radial Basis Function for Digital Image Inpainting 数字图像绘制的显式一维径向基函数

2018 10th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2018-07-01 DOI: 10.1109/ICITEED.2018.8534790

Doni Atmaja, Pranowo, Suyoto

引用次数: 0