2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC)最新文献

Expressive Facial Characters Based on Indonesian Compound Sentence Using Multinomial Naïve Bayes Classifier 基于多项Naïve贝叶斯分类器的印尼语复合句面部表情特征

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557520

Aripin Aripin, Wisnu Agastya, Hanny Haryanto, N. Rokhman, P. B. Widagdo

{"title":"Expressive Facial Characters Based on Indonesian Compound Sentence Using Multinomial Naïve Bayes Classifier","authors":"Aripin Aripin, Wisnu Agastya, Hanny Haryanto, N. Rokhman, P. B. Widagdo","doi":"10.1109/ICSECC51444.2020.9557520","DOIUrl":"https://doi.org/10.1109/ICSECC51444.2020.9557520","url":null,"abstract":"Facial expressions are necessary for effective communication. In the field of animated facial films and game production, expressive facial characters are needed so that dialogue scenes can take place naturally as a human. To develop expressive facial characters like humans, these characters must be able to recognize emotions. Emotions from a text can be identified by classifying the text. This research aims to build an expressive facial character animation with the process of mapping dominant emotion classes from Indonesian sentences using the Multinomial Naive Bayes (MNB) model. A compound sentence is a sentence that has two or more clauses. The relationship between clauses is indicated by the presence of conjunctions. The classification process can produce complex emotional class probabilities (not just one emotion class). Emotion classes resulting from the classification process have different probability values. Therefore, a dominant threshold equation is needed to determine the dominant emotion classes. The dominant emotion classes of a compound sentence can consist of one emotion class. The combination of dominant emotion classes is called compound expression. In the development of 3D facial animation, the visualization of compound facial expressions is determined by the value of the associated Action Units (AUs). The results of this research indicate that MNB model can be used to map emotion classes based on the Indonesian compound sentence and the dominant emotion class can be determined using the dominant threshold equation. The dominant emotion classes as the basis for the formation of compound facial expressions.","PeriodicalId":302689,"journal":{"name":"2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC)","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114643076","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 Design of Autonomous Remote Control Car Using Convolutional Neural Network and Haar-like Features Classifier 基于卷积神经网络和haar类特征分类器的自动遥控车设计

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557483

Andre Muslim, Iksan Bukhori, A. Suhartomo

{"title":"A Design of Autonomous Remote Control Car Using Convolutional Neural Network and Haar-like Features Classifier","authors":"Andre Muslim, Iksan Bukhori, A. Suhartomo","doi":"10.1109/ICSECC51444.2020.9557483","DOIUrl":"https://doi.org/10.1109/ICSECC51444.2020.9557483","url":null,"abstract":"The autonomous vehicle is a type of vehicle that can drive safely without any human intervention. This safety is related to the vehicle's capability to keep moving on its track without disturbing the other lines, detect objects in front of it, and estimate the distance to that object to prevent an accident. However, only a few researchers develop autonomous vehicles that can follow the predetermined path, detect objects, and estimate the distance to said objects. In this research, the author wants to make an autonomous remote control car with those three features. This project develops an autonomous remote control car controlled by a convolutional neural network to keep the car in a track. The device has features to classify three object classes (i.e. pedestrian, car, and stop sign) using Haar-like classifier. Besides, the device can estimate the distance to the object by using pinhole imaging theory. The device takes images from a mobile phone attached to the car as its only input and processes the images in MATLAB2019a. The final device can follow the track with the accuracy ranging from 86.67% to 100.00% and classify three object classes with the accuracy ranging from 53.33% to 86.67%. Besides, the device can estimate the object distance with average error equals to 2.43 cm","PeriodicalId":302689,"journal":{"name":"2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129547076","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

Finite Control Set Model Predictive Control (FCS - MPC) for Single-Phase Hybrid Active Power Filter in Dynamic Loads 动态负载下单相混合有源滤波器的有限控制集模型预测控制

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557521

A. Andang, Eka Priatna, I. Usrah

引用次数: 1

Identification of IT Governance Frameworks and Standards Implemented in Organizations 识别组织中实现的IT治理框架和标准

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557561

Igor Aguilar-Alonso, Jessica Vergara-Calderón

{"title":"Identification of IT Governance Frameworks and Standards Implemented in Organizations","authors":"Igor Aguilar-Alonso, Jessica Vergara-Calderón","doi":"10.1109/ICSECC51444.2020.9557561","DOIUrl":"https://doi.org/10.1109/ICSECC51444.2020.9557561","url":null,"abstract":"The use of IT is aimed at creating a competitive advantage in business. However, there are many organizations that do not have adequate control of these technologies and do not allow them to achieve their desired objectives, for this reason it is important to properly manage and control IT through an IT governance framework. Through a framework, it will allow to achieve the alignment of IT with the Corporate Governance of the company, companies need a guide on how to adapt the strategic objectives stipulated by the Senior Management. The objective of this article is to show the most important studies that use the standards or framework related to IT Governance, in order to have a comprehensive approach to how the IT area is aligned with Corporate Governance. The methodology used was the search and review of the different IT governance studies implemented in the organizations, for which the literature review guide was used. In the collection of articles, a total of 383 articles were obtained, of which 18 were selected and used for the mapping study. The result of this research is the identification of two frameworks/standards. COBIT 5 and ISO 38500 that are most used in the implementation of ITG in organizations.","PeriodicalId":302689,"journal":{"name":"2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC)","volume":"386 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121774787","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

Conference Program and Parallel Tracks 会议计划和平行轨道

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/icsecc51444.2020.9557507

引用次数: 0

IoT-based Data Acquisition of Clean Water Usage Using NodeMCU 基于物联网的NodeMCU清洁用水数据采集

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557443

Erwin Sitompul, Sandi M. Samsudin

{"title":"IoT-based Data Acquisition of Clean Water Usage Using NodeMCU","authors":"Erwin Sitompul, Sandi M. Samsudin","doi":"10.1109/ICSECC51444.2020.9557443","DOIUrl":"https://doi.org/10.1109/ICSECC51444.2020.9557443","url":null,"abstract":"Clean water is a major necessity for households and industries. As a valuable commodity, the usage of water needs to be measured accurately so that further analysis of consumer behavior can be done. In this paper, the authors propose a scheme that enables the digital data acquisition of clean water usage, supported by the cloud data storage and a self-developed smartphone application. For the purpose of water usage measurement, a standardized Itron Multimag TM II water meter is used. A TCRT5000 infrared reflective sensor is used to detect the reflection of a rotating metal plate of the water meter’s indicator. A laboratory-scale water cycle installation is constructed to simulate the water flow. A water pump is used to create the closed-circuit water circulation. The water meter is then mounted to measure the water volume that passes through the circulation. Throughout the experiment, the water meter is set to measure water usage quantity in different pump speeds while the infrared reflective sensor is tested to detect the rotating metal plate at various frequencies. Altogether, 3,410 liters of water is flown through the water meter, as it indicates. The infrared reflective sensor is able to detect the plate with 100 % accuracy and delivers the identical water usage quantity as the water meter. The data of the detection counts are sent by the NodeMCU ESP8266 through the internet to the Firebase data storage, where it is saved and further processed. The developed Android application reads the measured water usage data and shows it effectively. The user can monitor the quantity of water usage in various time intervals such as daily, monthly, or yearly. This can be used to perform an appropriate adjustment to the consumption behavior and further saving measures.","PeriodicalId":302689,"journal":{"name":"2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123436947","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

Optimization of Scheduling and Thermal Generation Operations Using Firefly Algorithm 利用萤火虫算法优化调度和产热操作

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557532

W. Nugroho, Arif Nur Afandi, M. Hadi

引用次数: 0

Data Acquisition and Visualization for Solar Power Battery using IoT Open Source Stack Solution 基于物联网开源堆栈解决方案的太阳能电池数据采集与可视化

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557548

Oetomo Sudjana, H. Septanto

{"title":"Data Acquisition and Visualization for Solar Power Battery using IoT Open Source Stack Solution","authors":"Oetomo Sudjana, H. Septanto","doi":"10.1109/ICSECC51444.2020.9557548","DOIUrl":"https://doi.org/10.1109/ICSECC51444.2020.9557548","url":null,"abstract":"Battery energy storage systems have been broadly used in solar power systems. It plays some important roles in solar power systems. Therefore, battery performance estimation becomes a critical task. Since long-term battery voltage data can estimate the battery’s state-of-health and its degradation more precisely, a data acquisition system necessary to be developed in order to collect its data for further study. This research focuses on the development of a data acquisition system for collecting battery voltage and its room temperature and humidity data of the solar power system. The data collection is conducted through the internet-of-things (IoT) platform. An ESP8266 Node Micro-Controller Unit controller board with a DHT11 sensor is used for the basis of data sensing. The battery voltage measurement is conducted via an analog-to-digital converter, while a DHT11 sensor conducts room temperature and humidity measurements. Besides, a Raspberry Pi is employed for access, process, and visualization of the measured data. On the software side, we use the Message Queuing Telemetry Transport (MQTT) for the messaging protocol. For data visualization, an open-source beautiful interface, called Grafana, is utilized together with the InfluxDB time-series database. Each of those elements is implemented through the Docker container platform to become a standardized-unit called a container. Collecting of the battery voltage and its room temperature and humidity data by the data acquisition system is conducted. The data curve can be observed in three representations, i.e., raw data and mean data in 5 seconds and 1 minute for smoothing the curve.","PeriodicalId":302689,"journal":{"name":"2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126207375","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 Approach for Name Classification in Information-Centric Networking-based Internet of Things 基于信息中心网络的物联网中名称分类的人工智能方法

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557358

Cutifa Safitri, Rila Mandala, Q. Nguyen, Takuro Sato

{"title":"Artificial Intelligence Approach for Name Classification in Information-Centric Networking-based Internet of Things","authors":"Cutifa Safitri, Rila Mandala, Q. Nguyen, Takuro Sato","doi":"10.1109/ICSECC51444.2020.9557358","DOIUrl":"https://doi.org/10.1109/ICSECC51444.2020.9557358","url":null,"abstract":"Content management has continuously been among the most challenging problems, especially on the Internet of Things (IoT), where devices are set to be \"hungry\" for content. In this context, Information-Centric Networking (ICN), a promising Future Internet Architecture, can facilitate the IoT requirements of continuous and long-lasting connectivity, which has burdened the IP-based network system. In ICN, a content naming structure is composed to direct content requests to the nearest content provider with the built-in in-network caching function, storing the content. For a successful implementation of ICN-based IoT, an intelligent algorithm approach for IoT-based ICN implementation aiming to improve content management is proposed in this study. We establish a hybrid ICN with the most suitable machine learning algorithms satisfying the requirements to realize a feasible IoT technology. The selected algorithms from Supervised Learning, Unsupervised Learning, and Reinforcement Learning are evaluated before being chosen as the content forwarding process. The numerical findings show the superiority of the Extended Learning Classifier System under Reinforcement Learning’s scheme compared to the other algorithms.","PeriodicalId":302689,"journal":{"name":"2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134634013","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 of Fuzzy Logic System for Disinfectant Liquid Monitoring Using the Internet of Things 基于物联网的消毒液监测模糊逻辑系统设计

2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC) Pub Date : 2020-12-16 DOI: 10.1109/ICSECC51444.2020.9557558

Bagas Wahyu Prakoso, Anifatul Faricha, D. Adiputra, Mochamad Fauzan Rasyid, Moch. Bagus Indrastata Purahita, Billy Montolalu

{"title":"Design of Fuzzy Logic System for Disinfectant Liquid Monitoring Using the Internet of Things","authors":"Bagas Wahyu Prakoso, Anifatul Faricha, D. Adiputra, Mochamad Fauzan Rasyid, Moch. Bagus Indrastata Purahita, Billy Montolalu","doi":"10.1109/ICSECC51444.2020.9557558","DOIUrl":"https://doi.org/10.1109/ICSECC51444.2020.9557558","url":null,"abstract":"New health protocols have been carried out to prevent, if not, to reduce the coronaviruses' spread, such as wearing masks, keeping body hygiene, and social distancing. One way to keep body hygiene is by spraying disinfectant liquid all over the body before entering a room or office. A safe disinfectant liquid should kill the viruses on the body surface without irritating the skin, and one way to synthesis the safe disinfectant liquid is electrolysis. Real-time monitoring of the liquid during electrolysis is important to get the safe disinfectant liquid. Monitoring Disinfectant (MODIS) based on the Internet of Things (IoT) is proposed to automate the electrolysis process using sensors and actuators. MODIS should conduct two processes simultaneously, which are determining the timing of the electrolysis and assessing the liquid quality. Fuzzy Logic (FL) system was developed to fulfill the needs. The inputs were pH and Oxidation Reduction Potential (ORP), while the outputs were electrolysis timing and liquid quality. A combination of trapezoid and triangle membership functions were used to describe the inputs and outputs. The rules were developed based on chemists' criteria, such as the electrolysis stopped at pH 5 and the safe quality is -100 to -80 mV ORP. The simulation result shows that the FL system can simultaneously conduct both processes without being disturbed by the other input. For instance, the electrolysis timing was affected by pH data only, and liquid quality was only affected by ORP. In the future, the MODIS prototype should facilitate the FL system's needs to enable real-time monitoring based on IoT, such as by having pH and ORP sensors that can withstand the electrolysis process.","PeriodicalId":302689,"journal":{"name":"2020 IEEE International Conference on Sustainable Engineering and Creative Computing (ICSECC)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124831574","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