2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)最新文献_第2页

Jomdrone: Data Mining Financial Sense in the Property Agency Jomdrone:数据挖掘在房地产中介中的财务意识

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188121

M. Loke, P. S. JosephNg, A. S. Shibghatullah, H. C. Eaw

引用次数: 1

Random Forest Approach for Energy Consumption Behavior Analysis 能源消费行为分析的随机森林方法

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188072

Dila Najwa Darlis, M. F. Abdul Latip, N. Zaini, H. Norhazman

{"title":"Random Forest Approach for Energy Consumption Behavior Analysis","authors":"Dila Najwa Darlis, M. F. Abdul Latip, N. Zaini, H. Norhazman","doi":"10.1109/ISIEA49364.2020.9188072","DOIUrl":"https://doi.org/10.1109/ISIEA49364.2020.9188072","url":null,"abstract":"In today's modern era, with the advent of more sophisticated electrical appliances and their increasing use, energy waste has become one of the most frequently discussed topics. This topic has been featured in the Eleventh Malaysia Plan and has also gained the attention of TNB, which is Malaysia's largest electricity producer. Therefore, energy consumption analysis is needed to identify the behaviour and trends of electricity consumption at particular places and the diversity of their consumers. From this analysis, the energy consumption profile will be developed and can be used to predict daily energy consumption according to respective places and users. Machine learning techniques are commonly used for energy consumption analysis and in particular, Random Forest Classification is the method chosen for this project. To obtain energy data, the Internet of Thing (IoT) technology was adopted to collect energy consumption data, which is then studied for future classification and forecasting of energy consumption. The analysis carried out in this study and their significant findings can bring awareness to consumers and in turn help reduce utility bills.","PeriodicalId":120582,"journal":{"name":"2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126146552","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

Finite Element Analysis on Tibia with Osteogenesis Imperfecta: The Influence of Incomplete Bone in Model Reconstruction 胫骨成骨不全的有限元分析:骨不全对模型重建的影响

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188155

S. L. Tan, M. H. Mat Som, K. Basaruddin, A. R. Sulaiman, M. J. Aziz Safar, Megat Syahirul Amin Megat Ali

{"title":"Finite Element Analysis on Tibia with Osteogenesis Imperfecta: The Influence of Incomplete Bone in Model Reconstruction","authors":"S. L. Tan, M. H. Mat Som, K. Basaruddin, A. R. Sulaiman, M. J. Aziz Safar, Megat Syahirul Amin Megat Ali","doi":"10.1109/ISIEA49364.2020.9188155","DOIUrl":"https://doi.org/10.1109/ISIEA49364.2020.9188155","url":null,"abstract":"Osteogenesis Imperfecta (OI) patients continuously experience bone fractures throughout their lifetime. To date, physicians still have difficulties to determine a suitable method to predict fractures. The paper aims to develop finite element (FE) model based on patient-specific computed tomography (CT) images for the purpose of determination of fracture risk. Three types of FE models have been developed using VOXELCON. The first tibia model was a complete tibia composed of epiphysis and diaphysis part of the bone. The second tibia model only include the diaphysis part of the bone which is the shaft. The final tibia model, composed of diaphysis, and a part of epiphysis of the bone which is the extension shaft. Each model uses the same Young's Modulus (19 GPa) and Poisson's ratio (0.3). The developed models were used for FE analysis using VOXELCON under various loadings, and then the results of the different models were compared. Geometry and volume of the models, and surface area of load applied on the models affect distribution of von Mises stress. All the stress values were judged by the fracture criteria, assumed at 115 MPa. It was found out patient is safe in the standing position. Conversely, jumping will cause fracture in the three types of FE models.","PeriodicalId":120582,"journal":{"name":"2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)","volume":"63 8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123309519","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

A Systematic Literature Review of Medical Image Analysis Using Deep Learning 使用深度学习进行医学图像分析的系统文献综述

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188131

Ricardo Buettner, Marcus Bilo, Nico Bay, Toni Zubac

引用次数: 9

Automated Motion Detection Security System Notifier using Raspberry Pi with Telegram 自动运动检测安全系统通知使用树莓派与电报

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188111

Irina Mazwin Hazri, M. Sahrim, W. Z. Wan Ismail, I. Ismail, Shahnurriman Abdul Rahman, Filzah Syairah Hussin

{"title":"Automated Motion Detection Security System Notifier using Raspberry Pi with Telegram","authors":"Irina Mazwin Hazri, M. Sahrim, W. Z. Wan Ismail, I. Ismail, Shahnurriman Abdul Rahman, Filzah Syairah Hussin","doi":"10.1109/ISIEA49364.2020.9188111","DOIUrl":"https://doi.org/10.1109/ISIEA49364.2020.9188111","url":null,"abstract":"Technology is a double-edged sword when it changes the way we perform everyday activities for the better. Unfortunately, misfits will always find new ways to misuse technology to facilitate their misdeeds. CCTV are great security measures that can be used to catch culprits in action, but other than banks, hospitals, shopping malls, academic institutes etc., a CCTV solution is beyond most household budgets and require continuous monitoring. Because mobile phones are the primary hand-held device, it is only logical to integrate these with a CCTV solution. Motion Detection Security System Notifier using Raspberry Pi with Telegram is as the name suggests. Using Raspberry Pi, a motion detection system is developed through the method of background subtraction, which works by subtracting the static from the background frame from the constantly changing foreground. The change of value in noise and pixel density between the background frame and the foreground indicates motion. Each time a motion is detected, the system will automatically send the frame to the user via Telegram to notify that there has been movement in the area as captured in the frames. A prototype is first developed in a virtual environment using VirtualBox software before running it on the Raspberry Pi. This paper will show the relevance of the project.","PeriodicalId":120582,"journal":{"name":"2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127515852","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

New Interface using Beaglebone Black for 4-DOF Robot Arm System 四自由度机械臂系统的Beaglebone Black接口

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188079

W. M. Zainudin, R. Shauri, M. I. Roslan, M. A. Rosli, M. Ariffin

{"title":"New Interface using Beaglebone Black for 4-DOF Robot Arm System","authors":"W. M. Zainudin, R. Shauri, M. I. Roslan, M. A. Rosli, M. Ariffin","doi":"10.1109/ISIEA49364.2020.9188079","DOIUrl":"https://doi.org/10.1109/ISIEA49364.2020.9188079","url":null,"abstract":"This paper describes the application of a microcontroller as the interface device for a four degree of freedom (DOF) robot arm. In the previous development of the robot arm, a microcontroller Arduino Mega 2560 was used as the interface device to run all four joint motors of arm replacing PCI board which could only produce two analogue outputs. However, Arduino Mega 2560 was observed to produce slow computation for real-time application. Thus, the objective of this study is to apply another type of microcontroller that could solve the communication problem between the hardware, the sensors and the host computer. The features of the new microcontroller were investigated in terms of sufficient number of analogue/digital outputs, compatibility of programming software and other technical specifications to fulfill the robot's system requirement. Compared to the previous Arduino controller, the result proved that with the application of Beaglebone Black as the interface device, the closed-loop control of all motor run smoothly with almost four times faster than Arduino Mega 2560 and applicable for multiple analog outputs. Thus, the system interface can be applied to run the combined systems of the robot arm and the hand which requires reliable communication of input/output signals and fast computation time for control in the future.","PeriodicalId":120582,"journal":{"name":"2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128369923","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

Performance Evaluation of WPT Circuit suitable for Wireless Charging 适用于无线充电的WPT电路性能评价

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188073

M. A. Zable, Z. I. Khan, N. Zakaria, N. A. Rashid, K. K. M. Shariff, S. A. Enche Ab Rahim

引用次数: 3

Design of a Single-Phase Isolated SEPIC-Based Charger for Electric Vehicles 基于单相隔离式sepic的电动汽车充电器设计

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188177

Bayan Hussein, Nima Abdi, A. Massoud

引用次数: 0

The Impact of Variable DC-Bus Voltage Control on the Inverter Lifetime in Electric Vehicle Applications 可变直流母线电压控制对电动汽车逆变器寿命的影响

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188096

A. Ibrahim, M. Z. Sujod

{"title":"The Impact of Variable DC-Bus Voltage Control on the Inverter Lifetime in Electric Vehicle Applications","authors":"A. Ibrahim, M. Z. Sujod","doi":"10.1109/ISIEA49364.2020.9188096","DOIUrl":"https://doi.org/10.1109/ISIEA49364.2020.9188096","url":null,"abstract":"The reliability of the power converters in electric vehicle applications has been a great concern. As most power converters are not designed with redundancy, a malfunction of any component in the converter may prevent the vehicle to operate. Thermal cycling of the power devices is one of the main causes of failure in the power converter. Since the temperature and power losses of a power device are proportional, thermal cycling can be reduced by controlling one of the loss-related variables, such as the dc-bus voltage. For instance, variable dc-bus voltage control which adjusts the dc-bus voltage to the required motor stator voltage, has been widely investigated in the literature as an effective approach to reduce inverter power losses. In this paper, the effectiveness of this strategy in comparison with constant dc-bus voltage control is analyzed in terms of lifetime improvement. The analysis is carried out under Artemis urban and US06 driving cycles, which are used to obtain the thermal loading of the inverter power devices. Then, a lifetime model that explores the link between the thermal loading and lifetime consumption is presented. The performance analysis is validated through MATLAB Simulink which reveals that, variable dc-bus voltage control has the ability to improve the lifetime of the inverter by a factor of 5.06 and 3.43 under Artemis urban and US06 driving cycles, respectively.","PeriodicalId":120582,"journal":{"name":"2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)","volume":"97 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116322738","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

Design Fabrication and Wet Etchant Characteristic Study on the Sensitivity Analysis of PZR Microcantilever PZR微悬臂梁的设计、制造及湿蚀特性研究

2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA) Pub Date : 2020-07-01 DOI: 10.1109/ISIEA49364.2020.9188118

N. K. Madzhi, M. F. Abdullah

{"title":"Design Fabrication and Wet Etchant Characteristic Study on the Sensitivity Analysis of PZR Microcantilever","authors":"N. K. Madzhi, M. F. Abdullah","doi":"10.1109/ISIEA49364.2020.9188118","DOIUrl":"https://doi.org/10.1109/ISIEA49364.2020.9188118","url":null,"abstract":"Microcantilever is a Micro Electro Mechanical Systems (MEMS) micromachined device similar to the miniaturized version of a diver's board, longer as compared to width, and has a thickness much smaller than its length or width. The merits of MEMS microcantilever sensors are its high sensitivity, design simplicity, portability and high speed. In this paper, the design and fabrication of a Piezoresistive (PZR) Microcantilever sensor that is used as a platform for biological sensing such as salivary amylase-activity for human stress measurement application. In principle, adsorption of saliva amylase on a functionalized surface of the microfabricated cantilever will cause a surface stress and consequently the cantilever bending. The microcantilever beam is constructed and bending analysis is performed so that the beam tip deflection could be predicted. The device model was simulated using CoventorWare™, a commercial finite element analysis (FEA) tool designed specifically for MEMS applications. The 0.5µm-thick piezoresistive sensors are made of polysilicon. This surface micromachined microcantilever is based on silicon wafers and fabricated using 0.5µm CMOS process technology. The range of microcantilevers is 40–140 µm long, 0.5-1 µm thick, and 40 µm wide. The force sensitivity of implemented sensors ranges from 2-10Pa is corresponding to salivary amylase-activity adsorbed on the piezoresistive microcantilever. The structural variation of the piezoresistors designs on cantilever beam is also considered to increase the sensitivity of the microcantilevers sensor since the forces involved is very small. The stress distributions and the vertical displacements of the designed Piezoresistive Microcantilever were simulated and the relative resistance changes of the piezoresistors as a function of the cantilever vertical displacements were measured.","PeriodicalId":120582,"journal":{"name":"2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132060061","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