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2023 15th International Conference on Computer and Automation Engineering (ICCAE)最新文献

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PIR Sensor Activated Camera for Home Security System Using ATMega328p 基于ATMega328p的家庭安防系统PIR传感器激活摄像头
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111419
R. Pellegrino, Janno Rhey C. Don, Adrian B. Lopez, Angelo John F. Tenorio
{"title":"PIR Sensor Activated Camera for Home Security System Using ATMega328p","authors":"R. Pellegrino, Janno Rhey C. Don, Adrian B. Lopez, Angelo John F. Tenorio","doi":"10.1109/ICCAE56788.2023.10111419","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111419","url":null,"abstract":"CCTVs are commonly used to monitor for preventive security and for resolving security breaches. Normally these CCTVs are turned on and are recording footage 24 hours a day and 7 days a week. It is advantageous in full surveillance sweep of the area. However, 24/7 CCTV is storage and power consuming and can take toll in replaying the footages. This paper studied the effect of automating the start and stop recording of a security camera using the Passive infrared sensor, ultrasonic sensor, and temperature sensors to be able to save memory space in SD card and power consumption. The system was able to detect and only record relevant footage which involves a human being within the system's perimeter. The system was able to get an 80%, 90%, and 85% accuracy on human, animal, and overall accuracy respectively.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124403291","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
The Rate-Weight Connected Vectors Processor (RWCVP): A Method for Dealing with Uncertainty in MCDM Problems 速率-权重连接向量处理器(RWCVP):一种处理MCDM问题中不确定性的方法
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111110
Shervin Zakeri, Dimitris Konstantas, R. Bratvold
{"title":"The Rate-Weight Connected Vectors Processor (RWCVP): A Method for Dealing with Uncertainty in MCDM Problems","authors":"Shervin Zakeri, Dimitris Konstantas, R. Bratvold","doi":"10.1109/ICCAE56788.2023.10111110","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111110","url":null,"abstract":"This paper introduces the rate-weight connected vectors processor (RWCVP) method to address the lack of multi- criteria decision-making (MCDM) methods in handling uncertainty for solving MCDM problems. According to the literature, RWCVP is the only MCDM method that requires no additional methods and models for solving MCDM problems with uncertain data (e.g., fuzzy logic). The new method computes the areas generated between two connected vectors of the alternatives’ rates against the criteria and the criteria weights in order to determine the best alternative. In spite of the fact that RWCVP does not require using the current models and theories, such as fuzzy logic or grey systems theory, for solving the MCDM problems with uncertain data, it still demands a numeric pattern to convert the uncertain information into the numeric values. Hence, we proposed RWCVP: Type I, which utilizes triangular numbers with two upper and lower bounds and a center. The new method was applied to a numeric example and compared with fuzzy TOPSIS and TOPSIS with defuzziefied values. The obtained results revealed that RWCVP: Type I is a reliable MCDM method in dealing with uncertainty and is more transparent than the TOPSIS method.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127804153","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
Connecting AI Technologies as Online Services to a Humanoid Service Robot 将人工智能技术作为在线服务连接到人形服务机器人
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111181
Thomas Sievers, Magnus Bender, Ralf Möller
{"title":"Connecting AI Technologies as Online Services to a Humanoid Service Robot","authors":"Thomas Sievers, Magnus Bender, Ralf Möller","doi":"10.1109/ICCAE56788.2023.10111181","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111181","url":null,"abstract":"This paper addresses the possibility to use a variety of sophisticated Artificial Intelligence (AI) driven technologies with a humanoid service robot without the need to have a deeper knowledge of the respective AI technology. Application interfaces are used that are capable to exchange data between the robot and highly complex AI services running on a remote server. Such application programming interfaces (APIs) can be applied by users who have little or no experience with the linked AI techniques. The consequences would be a reduction of barriers in the sense of AI democratization for in-house developers lacking special expertise and the facilitation of development for a wider user base including those without specialized knowledge of AI. We describe some application examples in a generic case study, how they are built and the different APIs that are used. Technical problems and limitations of our attempts are also mentioned.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"221 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116011157","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 of PLC Control System by Micro-Automation Equipment 微型自动化设备PLC控制系统的设计
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111343
M. Pollák, Dominik Sabol, M. Kočiško, J. Svetlík, J. Kovác
{"title":"Design of PLC Control System by Micro-Automation Equipment","authors":"M. Pollák, Dominik Sabol, M. Kočiško, J. Svetlík, J. Kovác","doi":"10.1109/ICCAE56788.2023.10111343","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111343","url":null,"abstract":"Today’s PLC systems are used all over the world in various automation applications, from automation of individual processes to simple machine functions or control of the entire production line. The article deals with the design of controlling a Kinetix 5100 servo drive using Allen Bradley’s Micro850 PLC microcontroller. The overall program design of the technical equipment control solution associated with the configuration of the servomotor movement control using output pulses from the Micro850 PLC was implemented in the Connected Components Workbench (CCW) software. The proposed solution was subsequently tested in the school’s laboratory as an application of a controlled servomotor to the manipulation process of a small educational robot extended by machine vision tools for object detection and recognition for pick and place applications.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115575753","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
Artificial Intelligence-Based Smart Tele-Assisting Technology for First-Year Engineering Students 基于人工智能的工科一年级学生智能远程辅助技术
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111274
Monica Racha, S. Chandrasekaran, A. Stojcevski
{"title":"Artificial Intelligence-Based Smart Tele-Assisting Technology for First-Year Engineering Students","authors":"Monica Racha, S. Chandrasekaran, A. Stojcevski","doi":"10.1109/ICCAE56788.2023.10111274","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111274","url":null,"abstract":"Engineering programs emphasize students career advancement by ensuring that engineering students gain technical and professional capabilities during their four-year study. In a traditional engineering laboratory, students \"learn by doing\", and laboratory equipment facilitates their discipline-specific knowledge acquisition. Unfortunately, there were significant educational uncertainties, such as COVID-19, which halted laboratory activities for an extended period, causing challenges for students to perform and obtain practical experiments on campus. To overcome these challenges, this research proposes and develops an Artificial Intelligence-based smart tele-assisting technology application to digitalize first-year engineering students practical experience by incorporating Augmented Reality (AR) and Machine Learning (ML) algorithms using the HoloLens 2. This application improves virtual procedural demonstrations and assists first-year engineering students in conducting practical activities remotely. This research also applies various machine learning algorithms to identify and classify different images of electronic components and detect the positions of each component on the breadboard (using the HoloLens 2). Based on a comparative analysis of machine learning algorithms, a hybrid CNN-SVM (Convolutional Neural Network - Support Vector Machine) model is developed and is observed that a hybrid model provides the highest average prediction accuracy compared to other machine learning algorithms. With the help of AR (HoloLens 2) and the hybrid CNN-SVM model, this research allows students to reduce component placement errors on a breadboard and increases students competencies, decision-making abilities, and technical skills to conduct simple laboratory practices remotely.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114427024","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
Determination of Leaf Degradation Percentage for Banana leaves with Panama Disease Using Image Segmentation of Color Spaces and OpenCV 基于颜色空间图像分割和OpenCV的巴拿马病香蕉叶片降解率测定
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111455
Nionel C. Ibarra, Matthew P. Rivera, C. O. Manlises
{"title":"Determination of Leaf Degradation Percentage for Banana leaves with Panama Disease Using Image Segmentation of Color Spaces and OpenCV","authors":"Nionel C. Ibarra, Matthew P. Rivera, C. O. Manlises","doi":"10.1109/ICCAE56788.2023.10111455","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111455","url":null,"abstract":"Bananas have consistently been the Philippines' third most-sold crop throughout each quarter from the beginning of 2018 until the first quarter of 2020. Banana is a top-traded fruit worldwide. The Philippines is a major banana exporter and producer of the Cavendish variety, the primary variant exported to other countries. Numerous diseases have affected the banana trade, but the disease that has significantly impacted the export trade in the Philippines is the Fusarium oxysporum, Panama Tropical Race 4, and Panama Wilt, more commonly known as the Panama Disease. This paper's primary goal is to obtain the leaf degradation percentage with image segmentation of color spaces while utilizing OpenCV. The t-Statistic had a value of 0.34 and a t-Critical of 2.082. The t-Statistic has a lower value than the t-Critical, meaning that the null hypothesis that the method for determining the presence of Panama Disease is on par with field surveying and testing methods regarding leaf degradation should not be rejected.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126036415","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
Decision Intelligence into Synchronization 决策智能与同步
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111454
Tomoko Kaneko
{"title":"Decision Intelligence into Synchronization","authors":"Tomoko Kaneko","doi":"10.1109/ICCAE56788.2023.10111454","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111454","url":null,"abstract":"The research objective of this paper is to investigate what Decision Intelligence is, to provide an overview of each technology and its challenges, and then to pursue the best Decision Intelligence. Although the proposed method, Decision Intelligence with Link, connects AI and decision- making and adds validity to decision-making, it is found to have issues that need to reach the level of generating new decision- making involving people and organizations. Therefore, the author proposed Synchronous Decision Intelligence as a method different from mere linking. This paper is a new proposal based on the viewpoint of Synchronous Decision Intelligence of Scenario Function and is highly novel.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122579655","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
Medicine Classification Using YOLOv4 and Tesseract OCR 使用YOLOv4和Tesseract OCR进行药物分类
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111387
C. Paglinawan, Marielle Hannah Caliolio, Joshua Frias
{"title":"Medicine Classification Using YOLOv4 and Tesseract OCR","authors":"C. Paglinawan, Marielle Hannah Caliolio, Joshua Frias","doi":"10.1109/ICCAE56788.2023.10111387","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111387","url":null,"abstract":"For seniors, consuming the incorrect pharmaceutical drug is a common but serious medical issue. Poor vision, difficulty reading, impaired memory, and problems with fine-motor skills are all factors that might lead to using the incorrect pharmaceutical drug. Previous studies have created systems that can automatically identify medications to address this issue. Although, this research lacked the integration of the latest official version of YOLO and the Tesseract OCR. As such, the researchers developed a system that can classify medicines using YOLOv4 and Tesseract OCR. Through tests, YOLOv4 was established to be the best in accuracy (~95% accuracy), followed by YOLOv4 and Tesseract OCR together (~19% accuracy). The least accurate one was using the Tesseract OCR only (~14% accuracy).","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125623876","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
Development of a Power Demand Meter for Residential Loads Using ZigBee Wireless Sensor Technology 基于ZigBee无线传感器技术的住宅用电需求表的研制
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111423
Arnie R. Alzaga, Kenneth R. Caguete, Michael Erick N. De Vera, Krenz Karl E. Villarino, G. Magwili, M. Pacis
{"title":"Development of a Power Demand Meter for Residential Loads Using ZigBee Wireless Sensor Technology","authors":"Arnie R. Alzaga, Kenneth R. Caguete, Michael Erick N. De Vera, Krenz Karl E. Villarino, G. Magwili, M. Pacis","doi":"10.1109/ICCAE56788.2023.10111423","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111423","url":null,"abstract":"This paper provides an overview of the development of a power demand meter for residential loads using zigbee wireless sensor technology. The design enables the residential consumers to keep an eye on their monthly billing statement and monitor the peak demands of each appliance or load. It gives the user a real time electricity consumption of their loads such as refrigerator, air-conditioning unit and lighting load. This way, the user will be aware of his consumption together with its corresponding maximum demand of different loads and the total amount in pesos. The user will also be able to monitor different loads simultaneously and determine the total power consumption in different time intervals. The design uses zigbee wireless sensor technology to transfer the data wirelessly for accurate recording of information.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"42 9","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120910889","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
Advanced Analysis of Electro-Oculographic Signal using Deep Neural Networks for Safety Purposes in Automation and Production Systems 自动化和生产系统中基于安全目的的深度神经网络眼电信号高级分析
2023 15th International Conference on Computer and Automation Engineering (ICCAE) Pub Date : 2023-03-03 DOI: 10.1109/ICCAE56788.2023.10111377
I. Kuric, Vladimír Stenchlák, I. Zajačko, M. Bohušík, D. Więcek
{"title":"Advanced Analysis of Electro-Oculographic Signal using Deep Neural Networks for Safety Purposes in Automation and Production Systems","authors":"I. Kuric, Vladimír Stenchlák, I. Zajačko, M. Bohušík, D. Więcek","doi":"10.1109/ICCAE56788.2023.10111377","DOIUrl":"https://doi.org/10.1109/ICCAE56788.2023.10111377","url":null,"abstract":"This article deals with the problematics of obtaining and processing the EOG signals. This research describes the ways in which it is possible to measure and evaluate the measured bio-electrical signals of brain and muscle activity in more detail. The work also describes the analysis of the current state of this problematics and individual models of artificial intelligence are also described in the work - artificial neural networks that can be used for such advanced analysis. The experimental part of this work is performed in the MATLAB environment using the Deep Neural Network Toolbox. The experimental part of the work is focused on the analysis and processing of bio-electrical activity eye-motor muscles in the area of eye-tracking with the help of the OLIMEX EEG-SMT device. The information provided in this research can be used for improving safety and reliability and elimination of potential risks connected to an epilepsy disease and epilepsy seizures in automated production systems.","PeriodicalId":406112,"journal":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132880535","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
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