2022 26th International Computer Science and Engineering Conference (ICSEC)最新文献_第5页

MFCC Feature Selection for Infant Cry Classification 婴儿哭声分类的MFCC特征选择

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049328

Natlada Meephiw, P. Leesutthipornchai

引用次数: 1

Utilizing the Internet of Things technology to control oyster mushrooms 利用物联网技术控制平菇

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049316

Pipop Maneejamnong, Natawut Payakkhin, Sancha Panpaeng

{"title":"Utilizing the Internet of Things technology to control oyster mushrooms","authors":"Pipop Maneejamnong, Natawut Payakkhin, Sancha Panpaeng","doi":"10.1109/ICSEC56337.2022.10049316","DOIUrl":"https://doi.org/10.1109/ICSEC56337.2022.10049316","url":null,"abstract":"The objectives of this research were 1) Examine Internet of Things technologies for water spray and ventilation fan control in mushroom farms. 2) Develop tools and systems that enable users to monitor temperature, record it, and manage the amount of humidity in the House by adjusting humidity levels. These studies have selected NodeMCU ESP8266 and Arduino MEGA, AM2315, and KC-TH-280 modules for measuring digital temperature and humidity capture for load management of different electrical appliances. They utilized the application to switch on and off air humidity, drip irrigation, and water spraying automatically or manually to capture data acquired from a cloud system and demonstrate value to the Blynk System through mobile phones 3 meters wide, 6 meters long, and 3 meters high House. The investigation revealed that the sensor device readings measured and analyzed for on-off accuracy while the application was running were correct. There are 50 consecutive operations involving human control and automation. Through the application, the user controls the on/off state of the water pump and the operation of the ventilation fan. The water pump is active around 94% or 47 times. The quantity of pumps is disabled. The ventilation fan was turned off 49 times, or 98%, and the fan was turned off 48 times, or 96%, while testing the equipment’s functionality with the humidity and temperature settings. The mushroom house was heated to 30-35 degrees Celsius and humidified to a relative humidity of 65-75 percent. This technique was an effective tool for managing mushroom farm equipment.","PeriodicalId":430850,"journal":{"name":"2022 26th International Computer Science and Engineering Conference (ICSEC)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114796812","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

Leaf identification using learning machines for seedling distribution in Thailand 利用学习机对泰国幼苗分布进行叶片识别

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049376

Noranand Apichanapong, Nalina Phisanbut, P. Piamsa-nga

引用次数: 0

Design a Robust Fractional order TID Controller for Congestion Avoidance in TCP/AQM system TCP/AQM系统中稳健分数阶TID控制器的设计

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049311

Layla H. Abood, I. Ali, B. K. Oleiwi

{"title":"Design a Robust Fractional order TID Controller for Congestion Avoidance in TCP/AQM system","authors":"Layla H. Abood, I. Ali, B. K. Oleiwi","doi":"10.1109/ICSEC56337.2022.10049311","DOIUrl":"https://doi.org/10.1109/ICSEC56337.2022.10049311","url":null,"abstract":"The most important problem that effect on data flow efficiency in network systems the congestion problem, to obtain a stable behavior in TCP/AQM systems, an active queue management (AQM) is adopted for solving congestion and guarantee regular path for communicate in these network. In this paper uses a Matlab program to simulate a robust Fractional Order Tilt Integral Derivative (FOTID) controller for controlling the AQM system, Snake Optimization Algorithm (SOA) is suggested to obtain the controller variables and uses the Integral Time Absolute Error (ITAE) function to adjust system response by eliminating system error. The transient analysis is utilized for the proposed controller and two classical types of controller (PI&PID) to see the superior performance of FOTID proposed controller and then applies robustness analysis to the proposed controller in two step the first step is varying the desired queue length to different values(200,300,400) packet and the second step is by varying the link capacity to ±20% from its original value; in the two test done the controller faces these variations efficiently and return the system response to a stable and robust desired value.","PeriodicalId":430850,"journal":{"name":"2022 26th International Computer Science and Engineering Conference (ICSEC)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130617858","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

Industrial IoT Edge Computing Platform for Real-Time Monitoring 用于实时监控的工业物联网边缘计算平台

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049372

S. Glomglome, Watanyou Damrongphokaphan, Kittisak Phormraksa, Korntawat Witchuvanit

引用次数: 0

Rugby Goal Kick Prediction Using OpenPose Coordinates and LSTM 基于OpenPose坐标和LSTM的橄榄球进球预测

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049358

Mondheera Pituxcoosuvarn, Yohei Murakami

引用次数: 0

Smart Street Lighting Control for Electrical Power on Saving by IoT 物联网节电智能路灯控制

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049363

Rachet Thipards, Narongrit Yotanak, Metha Tasakorn, R. Sakulpong, Akkachai Phuphanin, S. Kaewarsa, Ura Khongklew, Aornpanita Jaratthanaworapat, Nithiroth Ponrsuwanacharoen

引用次数: 2

Self-Regulated Learning Styles in Hybrid Learning Using Educational Data Mining Analysis 基于教育数据挖掘分析的混合学习中的自我调节学习风格

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049322

Pratya Nuankaew, Patchara Nasa-Ngium, W. Nuankaew

{"title":"Self-Regulated Learning Styles in Hybrid Learning Using Educational Data Mining Analysis","authors":"Pratya Nuankaew, Patchara Nasa-Ngium, W. Nuankaew","doi":"10.1109/ICSEC56337.2022.10049322","DOIUrl":"https://doi.org/10.1109/ICSEC56337.2022.10049322","url":null,"abstract":"Online learning requires a learning style consistent with learners’ behavior and performance. Therefore, this research has the significant goal of studying learning behaviors which accurate online learning management, with three main objectives: 1) to investigate the context of students’ self-regulated learning styles in hybrid learning situations, 2) to study clusters of learners formed by self-regulated learning styles in hybrid learning situations, and 3) to evaluate the appropriate cluster from self-regulated learning styles in hybrid learning situations. The data collected were 44 students from the School of Information and Communication Technology, University of Phayao, who received a hybrid learning approach during the 2022 academic year. The research tool applied machine learning principles, used unsupervised learning techniques to cluster learners’ appropriate learning behaviors, and elbow assessment techniques were used to determine the number of clusters appropriately consistent with the self-regulated learning styles. The results showed that learners who used the online learning approach had lower learning achievements than those who used the onsite learning approach in the course 221101[5] Fundamental Information Technology in Business. In addition, the study found a significant difference in the learning achievement of the two groups of students. Therefore, this research is a tool for designing learner groups consistent with learners’ behavior and potential in science and technology issues based on the self-regulated learning styles in hybrid learning situations.","PeriodicalId":430850,"journal":{"name":"2022 26th International Computer Science and Engineering Conference (ICSEC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115224636","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

The Optimized Proportion for Beef Cattle Feed using Sequential Least Squares Programming 用序贯最小二乘规划优化肉牛饲料比例

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049370

Khomkris Mathiang, Kulwarun Warunsin, Phuwitson Phumsaranakhom

引用次数: 0

A Comparison of the Instructor-Trainee Dance Dataset Using Cosine similarity, Euclidean distance, and Angular difference 用余弦相似度、欧氏距离和角差比较教练-学员舞蹈数据集

2022 26th International Computer Science and Engineering Conference (ICSEC) Pub Date : 2022-12-21 DOI: 10.1109/ICSEC56337.2022.10049368

Thanawat Srikaewsiew, Khatadet Khianchainat, Atima Tharatipyakul, Suporn Pongnumkul, Sarunya Kanjanawattana

引用次数: 0