2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)最新文献

Study on Machine Learning Techniques with Conventional Tools for Payment Fraud Detection 基于机器学习的支付欺诈检测方法研究

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929952

Harindu Mudunkotuwa Mudunkotuwe Hitiwadi Vidanelage, Treepatchara Tasnavijitvong, Panit Suwimonsatein, P. Meesad

引用次数: 6

Assessing Knowledge Management Readiness of Government Institution 评估政府机构的知识管理准备程度

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929962

D. I. Sensuse, Ratih Keumala Sari, Aline Rogeleonick, Annisa Andarrachmi, J. Sofian Lusa, Winarni

引用次数: 1

A Study on Recent Developments for Detection of Neovascularization 血管新生检测的最新进展研究

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929941

Kartika Firdausy, O. Wahyunggoro, H. A. Nugroho, M. B. Sasongko

引用次数: 2

Optimization of Perovskite Solar Cell Performance using Optimized Level of Tetraethyl Orthosilicate Concentration 正硅酸四乙酯浓度优化钙钛矿太阳能电池性能

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929960

M. Isa, J. Sulistianto, Rembianov, L. Kevin, N. R. Poespawati

{"title":"Optimization of Perovskite Solar Cell Performance using Optimized Level of Tetraethyl Orthosilicate Concentration","authors":"M. Isa, J. Sulistianto, Rembianov, L. Kevin, N. R. Poespawati","doi":"10.1109/ICITEED.2019.8929960","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929960","url":null,"abstract":"Perovskite solar cell (PSC) is a type of solar cell in which the active material is formed using an organicinorganic halide. PSCs have shown rapid development over the past 10 years with an increase of efficiency up to 22.11%. However, organic compounds used in the development of PSC have often failed to show strong resistance towards moisture and oxygen, thus resulting in rapid cell degradation. In order to compensate for its weak characteristics when exposed to moisture and oxygen during the fabrication process as well as operation time where ambient air is present, trap passivation is a method that can be employed to prevent charge trap state caused by the non-uniformity at the active cell interlayer surface. In this paper, we applied 3 levels of tetraethyl orthosilicate (TEOS) concentration into perovskite active layer in order to find which level of concentration brings out the best Voc, Isc and Fill Factor of the perovskite solar cell. In this research, we obtained the best result with 0.3%mol of applied TEOS additive into the perovskite active layer with Voc, Isc, and FF value of 0.76 V, 3.96 mA, and 0.4563 respectively.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"38 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76780152","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: 2

The Application of Robust Extended H∞ Filter and Consensus Control to The Multi-robot Motion Systems 鲁棒扩展H∞滤波与一致控制在多机器人运动系统中的应用

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929943

P. Aditya, E. Apriliani, D. K. Arif, Mardlijah

引用次数: 0

A 2.57GHz All-Digital Phase-Locked Loop Based on the digital controlled Ring Oscillator 基于数字控制环形振荡器的2.57GHz全数字锁相环

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929947

Ruan Weihua, Wang Haipeng

引用次数: 0

Solar Irradiation Forecasting Uses Time Series Analysis 太阳辐射预报采用时间序列分析

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929990

Pandu Lukhyswara, L. M. Putranto, D. D. Ariananda

{"title":"Solar Irradiation Forecasting Uses Time Series Analysis","authors":"Pandu Lukhyswara, L. M. Putranto, D. D. Ariananda","doi":"10.1109/ICITEED.2019.8929990","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929990","url":null,"abstract":"In recent years, the ever-increasing demand on electricity cannot be followed by the amount of energy supply mainly produced from fossil. In order to mitigate this issue, many researches have been conducted in the field of renewable energy (RE), which aims at reducing the dependence on fossil based energy. In Indonesia, one form of RE that has a promising potential is solar power. Unfortunately, solar power has intermittent nature and thus, the output of RE plants (solar power plants) tends to be unpredictable. It has been found that there is a linear relationship between the amount of solar irradiation and the power produced by the solar power plants. This linear relationship can be exploited to predict the power produced by the solar power plant by performing forecasting on the amount of solar irradiation. This paper discusses three methods for forecasting solar irradiation. The first forecasting method discussed in this paper is multivariate linear regression. In this method, the forecasting is performed by using data on temperature, air pressure, humidity, and wind speed. The other two methods are support vector regression (SVR) and hybrid fast Fourier transform-autoregressive (FFT-AR). In these two methods, the forecasting process is performed based on the historical solar irradiation data sets. All the aforementioned three methods are applied to the solar irradiation data obtained from Cirata solar plant and the automatic weather station, the meteorology, climatology, and geophysics agency. Based on the study discussed in this paper, it can be concluded that the hybrid FFT-AR method offers a better performance than the other two methods. The hybrid FFT-AR method produces a normalized root mean square error (NRMSE) value of 7.18% for all scenarios. The smallest NRMSE is 4.5%, which is produced in FFT (99) – AR (48) hybrid model and which is used for short-term forecasting (7-days forecast period).","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"20 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79465830","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

On the Performance of Pretrained CNN Aimed at Palm Vein Recognition Application 针对掌纹识别应用的预训练CNN的性能研究

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929938

M. Wulandari, Basari, D. Gunawan

{"title":"On the Performance of Pretrained CNN Aimed at Palm Vein Recognition Application","authors":"M. Wulandari, Basari, D. Gunawan","doi":"10.1109/ICITEED.2019.8929938","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929938","url":null,"abstract":"Biometric technology has been very highly developed as a recognition system as personal identity. Because biometric is attached to human body such as physical or behavioral. Many applications adopt biometric recognition as their security and access system such as smart house or smart building, banking access system, cellular phones and many more. Vascular pattern include vein pattern is being a very fast-growing research. Vein pattern identifies an individual from his vein features. The quality of infrared vein images need to be enhanced by increasing the contrast to extract the object from the background Many methodologies has been developed to create a robust system of recognition from feature extraction to classification method. And high developed algorithm for classification which is rapidly being developed is deep learning, Convolutional Neural Network (CNN). There are four pretrained structure of CNN that discussed in this paper, AlexNet, VGG-16, VGG-19 and GoogLeNet. AlexNet seems to be the simplest in depth. The accuracy of AlexNet is better among others with 93.92% ±0.98334.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"19 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75806530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Thai Character Segmentation in Handwriting Images using Four Directional Depth First Search 使用四方向深度优先搜索的手写图像中泰文字符分割

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929972

Kittikhun Thongkanchorn, Sarattha Kanchanapreechakorn, Punyanuch Borwarnginn, Worapan Kusakunniran

{"title":"Thai Character Segmentation in Handwriting Images using Four Directional Depth First Search","authors":"Kittikhun Thongkanchorn, Sarattha Kanchanapreechakorn, Punyanuch Borwarnginn, Worapan Kusakunniran","doi":"10.1109/ICITEED.2019.8929972","DOIUrl":"https://doi.org/10.1109/ICITEED.2019.8929972","url":null,"abstract":"One of the key processes for converting handwriting images into digital texts is the character segmentation. It is very challenge especially for the case of segmenting the hand-writing due to intra-variations of various writing styles and overlapping of characters between consecutive characters. This paper works on Thai characters in handwriting images. Thai characters consist of different types of consonants, tones and vowels, which are written in different manners. This paper proposes the 4 directional depth first search based approach for segmenting individual characters in both vertical and horizontal cutting aspects. The vertical cut is applied to segment each text column, while the horizontal cut is applied to segment individual characters. Then, the erosion with two structuring elements is used to split overlapped consecutive characters that may be remained after the main segmentation process. The proposed method is validated with 11,949 Thai characters in handwriting images. It achieves up to 90.76 % of the successful segmentation.","PeriodicalId":6598,"journal":{"name":"2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE)","volume":"107 1","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80950750","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

Long-Term Generation Expansion Planning in Sulawesi Electricity System Considering High Share of Intermittent Renewable Energy Resource 考虑间歇性可再生能源高比例的苏拉威西电力系统长期扩产规划

2019 11th International Conference on Information Technology and Electrical Engineering (ICITEE) Pub Date : 2019-10-01 DOI: 10.1109/ICITEED.2019.8929948

Ahmad Ahmad Muthahhari, L. M. Putranto, Sarjiya, Faqih Shokhib Anugerah, Adi Priyanto, S. Isnandar, Ira Savitri

引用次数: 9