2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)最新文献

Fire Hotspots Mapping and Forecasting in Indonesia Using Deep Learning Algorithm 基于深度学习算法的印尼火灾热点映射与预测

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972281

Sri Listia Rosa, Evizal Abdul Kadir, Abdul Syukur, H. Irie, Rizky Wandri, Muhammad Fikri Evizal

{"title":"Fire Hotspots Mapping and Forecasting in Indonesia Using Deep Learning Algorithm","authors":"Sri Listia Rosa, Evizal Abdul Kadir, Abdul Syukur, H. Irie, Rizky Wandri, Muhammad Fikri Evizal","doi":"10.1109/IConEEI55709.2022.9972281","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972281","url":null,"abstract":"Indonesia is one of the countries in South East Asia has significant forest fire with dangerous impact to neighboring countries of the emission of haze and carbon. In this research aims to do plotting and mapping location with high number fire hotspot then forecasting potential number of hotspots in future time based on previous of history data collected. The forecasting data achieve is very important and beneficial for the authorities as one of references for preventive action and avoid scattering of forest fire. Long Short-Term Memory (LSTM) algorithm implemented in this research for analysis and forecasting of fire hotspot number while Python programming used to plot hotspot point. The source of fire hotspot dataset is referred to The National Aeronautics and Space Administration (NASA) Moderate Resolution Imaging Spectroradiometer (MODIS) recorded from year 2021 with total number is about 100,000 hotspots in Indonesia region. Results show the distribution of fire hotspot concentration most in Sumatra and Kalimantan Island because the typical of land which peat that potential for getting fire. Forecasting of number hotspot for the year 2022 has achieve with good results with error less than 5% which only 4.56%.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126066081","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: 0

A Low Complexity Signal-to-Total Variance Precoding Scheme for Downlink Multi-Stream MU-MIMO Systems 下行多流MU-MIMO系统的低复杂度信总方差预编码方案

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972252

Aamna Zahid Piracha, Hunaina Farid, Kashif Shahzad, Muhammad Zeeshan

{"title":"A Low Complexity Signal-to-Total Variance Precoding Scheme for Downlink Multi-Stream MU-MIMO Systems","authors":"Aamna Zahid Piracha, Hunaina Farid, Kashif Shahzad, Muhammad Zeeshan","doi":"10.1109/IConEEI55709.2022.9972252","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972252","url":null,"abstract":"Multi-stream multiuser multiple input multiple output (MS-MU-MIMO) downlink systems are an emerging topic in wireless communications as they can achieve very high data rates by spatially multiplexing independent data streams to multiple users. However, their performance is degraded due to multi-user interference in addition to noise in wireless channels. To overcome this problem, base station (BS) uses channel state information to apply precoding schemes. In this paper, we propose a novel linear variance-based approach that reduces the computational complexity compared to the regularized block diagonalization (RBD) and signal-to-leakage-and-noise ratio (SLNR) precoding schemes. The proposed scheme is based on maximization problem of signal to total variance ratio (STVR). It minimizes the variance of signal power leakage to other users while keeping the maximum energy for the signal directed towards the intended user. This problem is solved by simultaneous reduction of a generalized eigenvalue decomposition. The proposed solution requires low-order eigenvector decomposition to get the precoding vectors for all users, Simulation results and computational complexity analysis in terms of flops show that the performance of proposed STVR is comparable with classic linear precoding schemes while achieving significantly low computational overhead.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122479123","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

Analysis of PV Module Performance and Electrical Parameters Based on Different Tilt Angles 基于不同倾斜角度的光伏组件性能及电气参数分析

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972257

Nur Inaara Aiman Binti Fahmi, Nur Hazirah Binti Zainal, M. Yunus, D. M. Said, M. Sarijari, Mohd Shukri Bin Dolah, N. Ahmad

{"title":"Analysis of PV Module Performance and Electrical Parameters Based on Different Tilt Angles","authors":"Nur Inaara Aiman Binti Fahmi, Nur Hazirah Binti Zainal, M. Yunus, D. M. Said, M. Sarijari, Mohd Shukri Bin Dolah, N. Ahmad","doi":"10.1109/IConEEI55709.2022.9972257","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972257","url":null,"abstract":"PV panel application and optimization research has exploded in popularity in recent years. There have been several issues with the early phases of design and implementation, particularly for stand-alone solar systems. One of the primary challenges is determining the optimal slope of PV panels in order to optimise absorbed solar radiation. Although some research has been done in Malaysia to determine the best tilt angle, the goal of this study is to begin an examination into the slope of PV panels for two locations with different altitudes. The Liu and Jordan model is used to determine the monthly ideal tilt angle and fixed tilt angle for solar energy use in these areas. Other than that, for a country like Malaysia, finding a suitable installation location remains a challenge. As a result, the ideal quantity of solar panels and their orientation have become critical. HelioScope is a technology that can help answer that issue to some extent. This programme aids in maximizing the use of available space. In this research, a simulation has been developed to compare the irradiance produced by a small residential household with two field segments of roofs. One model consists of the same angle, separated roofs meanwhile the other model consists of different angle, connected roofs. Results generated suggests that the connected roofs produce more energy and captures more irradiance compared to the house with separated roof parts.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121851574","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: 0

Design and Analysis of Multimode Signaling and Crosstalk Harnessed Signaling Technique with FPGA Implementation 多模信令和串扰利用信令技术的设计与分析及FPGA实现

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972268

Azniza Abd Aziz, Neoh Yen Shan, Yew Teong Guan, I. Z. Abidin

{"title":"Design and Analysis of Multimode Signaling and Crosstalk Harnessed Signaling Technique with FPGA Implementation","authors":"Azniza Abd Aziz, Neoh Yen Shan, Yew Teong Guan, I. Z. Abidin","doi":"10.1109/IConEEI55709.2022.9972268","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972268","url":null,"abstract":"Demands on a smaller platform with higher data rate cause the density of data bus wiring increase that will result crosstalk increment and degrade the system performance. Multimode signaling and Crosstalk Harnessed Signaling (CHS) are the promising methods to mitigate crosstalk at a higher data rate but there is no proof of concept on circuit implementation on the real channel due to design complexity. Thus, in this paper, the CHS and Multimode signaling encoder and decoder are proposed to design using Field-Programmable Gate Array (FPGA) by implement in the real channel by observing the signal performance through the actual measurement. Register Transfer Level (RTL) code is implemented using logic gates for circuitry design and floating point is developed into design to indicate 32-bit binary data. The FPGA board measurement and simulation were carried out to compare the crosstalk performance between Multimode signaling and CHS. Based on the analysis, it proof-of-concept that CHS and Multimode signaling method can be designed and implemented in the FPGA. Overall, CHS is the most efficient to eliminate crosstalk with a smaller number of gates resource with a 74% reduction compared to Multimode signaling. CHS shows the best eye improvement with 15% to 28.6% eye height and eye width with 17% to 21.7% compared to the binary signaling and eye height improvement from 4.5% to 5%, 8.8% to 12% on eye width compared to Multimode signaling.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128333618","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: 0

Smart Garden Monstera Adansonii Based On IoT Using DHT11 基于DHT11的物联网智能花园Monstera Adansonii

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972276

Soraya Norma Mustika, Muladi, Anik Nur Handayani, Muhammad Afnan Habibi, Zein Farhan Makarim, E. Noerhayati

{"title":"Smart Garden Monstera Adansonii Based On IoT Using DHT11","authors":"Soraya Norma Mustika, Muladi, Anik Nur Handayani, Muhammad Afnan Habibi, Zein Farhan Makarim, E. Noerhayati","doi":"10.1109/IConEEI55709.2022.9972276","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972276","url":null,"abstract":"Watering plants is unquestionably an important aspect of plant care. Water the Monstera adansonii plant well twice a day, in the morning and in the evening. This plant can withstand temperatures between 21 and 29 °C and more than 60% humidity as long as it is kept in a shaded area away from the sun. We'll use a Smart Garden built on the Internet of Things for private use to monitor and care for Monstera adansonii plants. The Smart Garden system is used for both monitoring and controlling, with monitoring used to track the data provided by the system’s sensors and controlling used to manage the tools that have been installed. Controlling is required to maintain the desired value or condition of each sensor parameter installed on the Smart Garden system. A soil moisture sensor, a DHT11 sensor for temperature and humidity sensing, a DC mini pump for watering control, and the NodeMCU ESP8266 microcontroller are all included in this Smart Garden system. While simultaneously using features in the Blynk application to water the plants, the values of these sensors will be presented in real-time in the Blynk application. Users will find it easier to take care of Monstera Adansonii plants with just a smartphone and an internet connection thanks to this tool.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116274919","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: 0

Hybrid Method to Identify Diabetic Retinopathy 鉴别糖尿病视网膜病变的混合方法

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972313

D. C. R. Novitasari, Fatmawati, R. Hendradi

{"title":"Hybrid Method to Identify Diabetic Retinopathy","authors":"D. C. R. Novitasari, Fatmawati, R. Hendradi","doi":"10.1109/IConEEI55709.2022.9972313","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972313","url":null,"abstract":"Convolutional Neural Network (CNN) is a deep learning method that performs well in the image data processing. The disadvantage of CNN is that it takes a long time for training and requires a lot of computer memory, so in this study, it is proposed to use the Hybrid method (Convolutional feature learning and Extreme Learning Machine classification) to overcome these problems. The Hybrid method Convolution Extreme Learning Machine (CELM) will classify fundus images of Diabetic Retinopathy (DR). World Health Organization (WHO) recognizes that DR is a significant eye disease that causes blindness and requires special attention because this disease is increasing quickly. The processes carried out in this research are preprocessing (Cropping, Resize, and Augmentation) and classification using CELM. The feature learning process extracts features of the image using various CNN architecture and classified by KELM. The overall accuracy result is obtained by the CELM method, which reaches 99.95% of accuracy and the best architecture obtained on ResNet50 using 800 hidden nodes and it produces a short training time of 1,539 seconds.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130491140","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: 0

Study of Bending Effect of G652 and G657 Optical Fibers on Power Transmission Losses G652和G657光纤弯曲效应对传输损耗的研究

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972263

George Simon Tongam, C. Apriono

{"title":"Study of Bending Effect of G652 and G657 Optical Fibers on Power Transmission Losses","authors":"George Simon Tongam, C. Apriono","doi":"10.1109/IConEEI55709.2022.9972263","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972263","url":null,"abstract":"Optical fiber is one of the most used guided transmission media due to its many advantages, including a high level of data security, a longer lifespan than other communication transmission media, and its ability to carry a large amount of data. Nevertheless, as a transmission medium, optical fiber incurs losses when conveying information, particularly power transmission losses, especially due to bending conditions. This study will investigate the bending effect of optical fiber based on power transmission utilizing an Optical Light Source (OLS) and Optical Power Meter (OPM) by modifying the bend in the optical fiber, the wavelength of the Optical Light Source, and optical fibers of G652 and G657. The findings show that the G652 cable type achieves a bending loss of -43.7 dB/unit in two turns with a bending radius of 0.5 cm, whereas the G657 cable type achieves a bending loss of -50 dB/unit in three turns with the same bending radius. Bending loss gets substantial results at bending radii less than three centimeters. The bending losses in optical fiber are affected by the cable types in the optical fiber, the wavelength at the optical source, the number of turns, and the bending radius, with the bending radius having the most important effect.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127919381","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: 0

Masked Faces Classification using Deep Convolutional Neural Network with VGG-16 Architecture 基于VGG-16结构的深度卷积神经网络蒙面分类

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972288

Oladapo Tolulope Ibitoye, Oluwafunso Oluwole Osaloni

引用次数: 0

Performance Evaluation of Intrusion Detection System Performance for Traffic Anomaly Detection Based on Active IP Reputation Rules 基于主动IP信誉规则的流量异常入侵检测系统性能评价

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972298

D. Raharjo, Ade Nurmala, Ricko Dwi Pambudi, R. F. Sari

{"title":"Performance Evaluation of Intrusion Detection System Performance for Traffic Anomaly Detection Based on Active IP Reputation Rules","authors":"D. Raharjo, Ade Nurmala, Ricko Dwi Pambudi, R. F. Sari","doi":"10.1109/IConEEI55709.2022.9972298","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972298","url":null,"abstract":"As a signature-based Intrusion Detection System (IDS), Suricata conducts data inspections based on rules to provide warnings from data traffic that meets the criteria of the rules. It means that the more complex the rules, the more comprehensive Suricata should be in detecting anomalies in data traffic. This study aims to analyze the influence of the number of rules on IDS performance in detecting anomalies in data traffic, focusing on Internet Protocol (IP) reputation rules in Suricata. The author will generate a multi-IP communication simulation using network simulator NS3. The NS3 results in packet capture (pcap) file will be used as the Suricata test dataset to calculate the percentage of packet drops and the percentage of rules detected. That pcap is replayed using the TcpReplay application while Suricata performs packet data inspections. This paper shows that the number of activated rules has a linear effect on Suricata’s performance in the detecting process. The performance of Suricata, measured in terms of the percentage of rules detected, dropped by approximately 14% when detecting 10,000 IP reputation rules in scenario 1, and it continued to drop significantly, reaching only 16.24% when the number of IP Reputation Rules reached 1 million IP lists in scenario 2.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134019584","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 Small-Scale Portable Power Generator Supports for MSMEs 小型便携式发电机对中小微企业的支持

2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI) Pub Date : 2022-10-19 DOI: 10.1109/IConEEI55709.2022.9972255

Azriyenni Azhari Zakri, Almasdi Syahza, D. Hanafi, Hanggun Syahadad, Fauzan Ahmad

{"title":"The Small-Scale Portable Power Generator Supports for MSMEs","authors":"Azriyenni Azhari Zakri, Almasdi Syahza, D. Hanafi, Hanggun Syahadad, Fauzan Ahmad","doi":"10.1109/IConEEI55709.2022.9972255","DOIUrl":"https://doi.org/10.1109/IConEEI55709.2022.9972255","url":null,"abstract":"This research was conducted to develop a device for portable solar power generator which serves as the source of solar cell energy. Solar energy is an alternative electrical energy for consumers to save and increase access to electricity, especially for those who are in far locations. The purpose was to design a multipurpose portable device with a storage system for electrical energy obtainable from solar cells and a series of transformers. Meanwhile, a transformer series is provided to anticipate situations when the weather does not support the charging process and this mechanism is also tested using the same variation of batteries. It is expected to increase further innovation as an alternate power source for small portable capacities. A test was performed on this portable generator using an energy source from solar cells, and tested with a variety of battery capacities. This product have ability to increase the variety of electric power supplies a capacities below 100 Watts, which are used as alternating and direct voltages. Finally, what is required of this research, this small-scale portable power generator is used efficiently to support Micro, Small and Medium Enterprises (MSMEs) and street traders in urban area.","PeriodicalId":382763,"journal":{"name":"2022 3rd International Conference on Electrical Engineering and Informatics (ICon EEI)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115148574","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: 0