2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)最新文献_第2页

ISITIA 2022 Organizing Committee ISITIA 2022组委会

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/isitia56226.2022.9855277

引用次数: 0

PID-based Fuzzy Logic Theory Implementation on BLDC Motor Speed Control 基于pid的模糊逻辑理论在无刷直流电动机速度控制中的实现

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855291

Musa Khairul Umam, R. Hasanah, Tri Nurwati

{"title":"PID-based Fuzzy Logic Theory Implementation on BLDC Motor Speed Control","authors":"Musa Khairul Umam, R. Hasanah, Tri Nurwati","doi":"10.1109/ISITIA56226.2022.9855291","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855291","url":null,"abstract":"A BLDC motor is an electronically commutated synchronous motor that uses a permanent magnet rotor and direct current (DC) electricity as its power source. The implementation of a conventional PID controller on the motor under dynamic load condition produces quite long steady-state response and poor performance. An improvement is proposed by combining the PID control method with fuzzy logic theory. This research was conducted through the simulation of the BLDC motor drive system implementing fuzzy-PID controller. Using the transfer function of the motor, the controller design process was performed by exploiting the $mathrm{I}^{mathrm{st}}$ Ziegler-Nichols method. Some scenarios have been simulated by changing the speed and torque parameters. The evolution of the related values until nominal condition has been observed. The values of settling-time Ts, maximum overshoot Mp, output torque, current, back EMF, and output power were recorded. A comparison has been made to the use of conventional PID controller. The results show that the fuzzy-PID method excels the conventional method in terms of recovery time.","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132325914","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

Ankle Prosthesis With Brain Computer Interface Commands Based on Electroencephalograph for Transtibial Amputees 基于脑电图的脑机接口指令踝关节假肢

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855279

Muhammad Yasin, A. Arifin, M. Fatoni

{"title":"Ankle Prosthesis With Brain Computer Interface Commands Based on Electroencephalograph for Transtibial Amputees","authors":"Muhammad Yasin, A. Arifin, M. Fatoni","doi":"10.1109/ISITIA56226.2022.9855279","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855279","url":null,"abstract":"Amputation is the removal or severing of a body part, such as a finger, arm, or leg. Amputations are usually performed to treat a condition or disease. Lower limb amputations account for 85-90% of all amputations, and transtibial amputations are the most common type of amputation surgery. To live a normal life, transtibial amputees choose to use assistive devices such as crutches or passive prostheses. The use of passive equipment is still limited due to the user’s functional requirements which need to be made as close to natural as possible. Motivated by the above points, an active Ankle Prosthesis for transtibial amputation patients using EEG signals has been designed. The 2-channel C3 and C4 EEG signals are recorded using a self-designed EEG Instrumentation. Ankle prosthesis modified based on an open-source 3D design adapted to the subject of anthropometry. The 3D design is printed with a 3D printer made from PLA. The resulting Ankle Prosthesis has a total mass of 635 grams, an extension length of 19 cm, and a footing dimension of the prosthesis ($25 times 10$) cm. The Ankle Prosthesis can move at an angle of 150 for Dorsiflexion and 650 for Plantar flexion. EEG signal features in the form of Event Related Synchronization (ERS) and Event Related Desynchronization (ERD) are extracted from EEG signals in real-time during Motor Execution and Motor Imagery tasking. In the experimental test with 2 normal subjects, the highest success was 33.33% in motor execution mode for subject 1 and 38.89% in motor imagery mode for subject 2. This shows that subject2 can command the Ankle Prosthesis better than subject 1. From the success data, the most detections during motor execution were obtained by subject 1 for left-hand movements with an average ERD/ERS value of −56.9727± 42.4894% on channel C4. As for the motor imagery, the most detection was obtained by subject 2 for right-hand movement with an average value of ERD/ERS point C3 of −55.7915± 25.75024%.","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123249979","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

Crowd and Group Detection in Shopping Centre Using Mask R-CNN 基于R-CNN面罩的购物中心人群与群体检测

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855369

Lukas Purba Wisesa, E. M. Yuniarno, R. F. Rachmadi

引用次数: 2

Optimalization Droop Control Based on Aquila Optimizer Algorithm For DC Microgrid 基于Aquila优化算法的直流微电网优化下垂控制

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855330

Widi Aribowo, H. Suryoatmojo, F. Pamuji

引用次数: 1

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855331

Army Justitia, Hei-Chia Wang

{"title":"Automatic Related Work Section in Scientific Article: Research Trends and Future Directions","authors":"Army Justitia, Hei-Chia Wang","doi":"10.1109/ISITIA56226.2022.9855331","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855331","url":null,"abstract":"Related work plays an important role in the scientific article to track the history of topic evolution and demonstrate the improvement of the proposed method. Writing related work tasks could be arduous for young researchers and scholars. Some studies have attempted to design systems to ease this work besides improving the quality of related work produced. Initially, the research focused on extractive approaches by exploiting the heuristic method, machine learning, or graph-based methods. Recently, deep learning and its variants have become more popular because they can handle abstractive approaches. We propose five research questions that direct discussion and analysis of research in related work summarization. We look for answers to this research question in scientific articles on ScienceDirect, Web of Science, or the Google Scholar Database. This research presents a widespread survey about the trends in related work tasks: related work structure, important aspects, scientific corpora standards, prior proposed methods, baseline systems comparison, evaluation metrics, and challenges in the future. The results of this study provide an overview of research trends in related work summarization, as well as describe research gaps and future research that can still be developed.","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124980340","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

Keynote Lectures 3: Development in Wireless Communications and Radars for Relevant Applications in Indonesia 主题演讲3:印度尼西亚无线通信和雷达相关应用的发展

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/isitia56226.2022.9855205

引用次数: 0

Real-Time Detection of Premature Ventricular Contraction Using Discrete Wavelet Transform 离散小波变换实时检测室性早搏

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855271

Nada Fitrieyatul Hikmah, Rachmad Setiawan, Tassya Adelia Putri

{"title":"Real-Time Detection of Premature Ventricular Contraction Using Discrete Wavelet Transform","authors":"Nada Fitrieyatul Hikmah, Rachmad Setiawan, Tassya Adelia Putri","doi":"10.1109/ISITIA56226.2022.9855271","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855271","url":null,"abstract":"Heart rhythm disorder is a heart disease that requires immediate treatment. One of the most common heart rhythm disorders is Premature Ventricular Contraction (PVC). PVC is an abnormal extra pulse. This beat is called premature because it occurs prematurely from the ventricles of the heart. PVCs often cause no symptoms, but palpitations or a missing heartbeat are the most common. The ancillary test used to diagnose PVC is electrocardiogram. Patients suffering from PVC are usually late for ECG monitoring at the hospital, so a portable system with embedded algorithms is needed for cardiac diagnosis. This paper proposes an approach to detect the risk of early sudden cardiac death in patients with PVCs. This study took the signal data with ECG Click module in real-time, then processed using Discrete Wavelet Transform (DWT) to obtain the PVC morphology. The data was sent via USB UART click and displayed on the TFT LCD screen of the microcontroller. The results of this study, a system can detect PVC signals automatically. This study also conducted testing using Physionet data. The PVC signal in the AHADB 0201 database was detected in sequence of 791, while in the AHADB 0201 database was detected in sequence of 6725. This result can help clinicians detect early symptoms of sudden cardiac death at the clinical level.","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133556181","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

Prediction of Subscriber VoLTE using Machine Learning and Deep Learning 基于机器学习和深度学习的用户VoLTE预测

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855362

Patria Adhistian, Priyo Wibowo

引用次数: 0

Feasibility Study on Machine Learning-based Method for Determining Self-and Mutual Inductance 基于机器学习的自互感确定方法的可行性研究

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855321

Javier Stillig, N. Parspour, D. Ewert, Thomas Josef Jung

引用次数: 0