2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)最新文献

Intelligent system for detecting faults in the industrial area 用于工业领域故障检测的智能系统

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10104642

Abderrahim Benmohamed, Adil Bouguerra

{"title":"Intelligent system for detecting faults in the industrial area","authors":"Abderrahim Benmohamed, Adil Bouguerra","doi":"10.1109/ICAECCS56710.2023.10104642","DOIUrl":"https://doi.org/10.1109/ICAECCS56710.2023.10104642","url":null,"abstract":"In this work, we propose a system capable of performing two tasks, recognition and prediction of human action using the surveillance cameras in the industrial environment to detect employees who violate the safety regulations by not wearing the safety cloths. This system is based on deep learning methods (convolutional neural networks, long-short term memory). For the human action recognition and prediction we proposed a new action representation, based on the human skeleton (body parts key-points), we used these points to create a vector containing the most important features of a descriptor (invariant to rotation, scale and position in the frame), and storing the spatial information of the video, we also used a position map to reduce its size and get very simple representation. Finally, we used LSTM network to preserve the temporal information, by training on these features using the dataset we created. The other part of this system is responsible of detecting employees who violate the safety regulation. So, in order to achieve this, we used the state of the art algorithm (You Only Look Once) for object detection and we adapted it to our dataset that contains four classes (Wearing-helmet, Without-helmet, Wearing-boot and Without-boot).","PeriodicalId":447668,"journal":{"name":"2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116616888","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

Analysis of a Novel 4D Chaotic Oscillator for Communication Systems Up to 6 GHz 用于6ghz通信系统的新型4D混沌振荡器分析

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10104866

Bendaoud Mohammed, K. Samir, Ouslimani Achour

引用次数: 0

Adaptive Fractional PI Controller for Speed Control of Asynchronous motor 异步电动机速度控制的自适应分数PI控制器

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10104802

Besma Nemouchi, S. Rezgui, H. Benalla, K. Nebti

引用次数: 0

Transfer Learning with Image Data Augmentation for Parking Occupancy Detection 基于图像数据增强的停车占用检测迁移学习

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10105107

Ali Khalfi, M. Guerroumi

引用次数: 0

A Combined Emission/Economic Dispatch Problem Considering NPPs Power Ramp Constraint 考虑核电斜坡约束的排放/经济联合调度问题

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10104726

R. Benabid, Salim Chennai, A. Messai, Dallal Kemikem

引用次数: 0

A parametric study of the thermal solar collector coupled with vacuum membrane distillation 热太阳能集热器与真空膜蒸馏耦合的参数化研究

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10104727

Sara Irki, Nachida Kasbadji-Merzouk, S. Hanini, D. Ghernaout

{"title":"A parametric study of the thermal solar collector coupled with vacuum membrane distillation","authors":"Sara Irki, Nachida Kasbadji-Merzouk, S. Hanini, D. Ghernaout","doi":"10.1109/ICAECCS56710.2023.10104727","DOIUrl":"https://doi.org/10.1109/ICAECCS56710.2023.10104727","url":null,"abstract":"The problem of shortage of water has been caused partly by the drought in many countries suffering from complete hydraulic failure systems and severe structural wing damage, water is being rationed, and its distribution in some areas is very erratic. Algeria is well positioned to take advantage of its resources, particularly along its long Mediterranean coast, where the demand for freshwater is high, which can produce water anywhere using a small land makes solar desalination unit by vacuum membrane distillation (VMD). This work aims to establish the estimating model of potable water production that could be exploited from non-conventional water resources by using a thermal solar energy system coupled with a VMD unit. The proposed models are used to determine the optimal conditions of the operating parameters, including VP, feed circulation velocity, flow rates through the collector and heat exchanger, and solute concentration. The optimum conditions obtained in the treatment of the brine solution were 10000 Pa, feed mass flow rate 1000 kg/h, and the flow rates through the collector and heat exchanger were 637 kg/h and 689 kg/h, respectively. Moreover, under these conditions, the permeate flux reached 9 kg/m2 h at 12 hours for the salt concentration of 30 g/L.","PeriodicalId":447668,"journal":{"name":"2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121435828","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 practical approach for Energy Management, in the Agro-food sector industry in Algeria 阿尔及利亚农业食品部门工业能源管理的实用方法

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10105084

O. Kebour, D. Kebour

{"title":"A practical approach for Energy Management, in the Agro-food sector industry in Algeria","authors":"O. Kebour, D. Kebour","doi":"10.1109/ICAECCS56710.2023.10105084","DOIUrl":"https://doi.org/10.1109/ICAECCS56710.2023.10105084","url":null,"abstract":"Energy management (EnM) is a key success factor for the sustainability of an industrial unit. In the specialized literature, there are several studies that have dealt with different energy saving measures and energy performance. This study proposes an electrical energy management approach in the agro-food sector in Algeria, more specifically yogurt manufacturing. This approach is a procedure based on the load curve, and some data related to production and manufacturing equipment, serving as ingredients in the calculation and evaluation of the financial and energy performance of the production process. To do this, two performance indicators are iteratively calculated and monitored. The first performance indicator is SECC, it represents the cost of specific energy consumption (DZD/1), the second performance indicator called SEC, which is the specific energy consumption (kWh/1), for the present case the liter of yogurt. According to the findings of this paper, improvements in financial and energy performance indicators have been achieved thanks to the proposed procedure, and an annual financial gain of approximately 6.5 million DZD, or 5% for the benefit of the yogurt production plant, which no doubt sees its competitive position on the local market strengthened.","PeriodicalId":447668,"journal":{"name":"2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131440574","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 New Rfid Anti-Collision Technique Based On Time-Hopping Sub Slots Early Estimation 基于跳时子时隙早期估计的Rfid防碰撞新技术

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10105020

Frahtia Abderrahmene, Benssalah Mustapha, Kifouche Abdenour

引用次数: 0

Multi-input BiLSTM deep learning model for social bot detection 用于社交机器人检测的多输入BiLSTM深度学习模型

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10104646

Aya Messai, Zineb Ferhat Hamida, Ahlem Drif, Silvia Giordano

{"title":"Multi-input BiLSTM deep learning model for social bot detection","authors":"Aya Messai, Zineb Ferhat Hamida, Ahlem Drif, Silvia Giordano","doi":"10.1109/ICAECCS56710.2023.10104646","DOIUrl":"https://doi.org/10.1109/ICAECCS56710.2023.10104646","url":null,"abstract":"The recent emergence of social bot detection tech-niques on social media has lately garnered immense attention. These fake automated accounts can post content and interact with other accounts as if they were hosted by a real person. In fact, automation in the wrong hands is a threat, opening up the opportunity to some malicious users and manipulators to spread fake news and misleading information. Various approaches and techniques are used for bot detection making a diversity of choices for relevant feature selection. Therefore, exploiting the accounts auxiliary information and textual features is challenging of itself because their combination produce incomplete, unstructured, and noisy data. This research offers a new architecture that incorporates multiple inputs based on the tweet content and the user metadata merged then fed into a Bidirectional Long-Short-Term Memory (BiLSTM) network. We obtain very satisfactory results as regard to performance metrics (over 97% for accuracy, precision, fl-score, 98% for recall and 99% of ROC/AUC). Experiments with real-world data reveals that it is complex to identify the impact of each feature in bot detection problem and gives accurate detection results.","PeriodicalId":447668,"journal":{"name":"2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133525815","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

Fractional Order PID Tuned using Symbiotic Organism Search Algorithm for Field Oriented Control of The Permanent Magnet Synchronous Motor 基于共生生物搜索算法的分数阶PID调谐永磁同步电机磁场定向控制

2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) Pub Date : 2023-03-06 DOI: 10.1109/ICAECCS56710.2023.10104667

Tahar Nouaoui, A. Dendouga, A. Bendaikha

引用次数: 0