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检索条件"任意字段=International Conference on Computing Communication Control and Automation"

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Prediction of Bushfire Area Using Machine Learning Techniques 7

Prediction of Bushfire Area Using Machine Learning Technique...

引用

2023 7th international conference On computing, communication, control And automation, ICCUBEA 2023

作者： Swain, Debabrata Kumar, Manish Jain, Nikhil Devnani, Chirag Pandit Deendayal Energy University Computer Science and Engineering Department Gujarat India Pandit Deendayal Energy University Electronics and Communication Engineering Department Gujarat India

ISBN: (纸本)9798350304268

Wildfires are a widespread natural disaster that affect animal and human lives around the world, and can also cause property damage. It is important for fire-prone areas to have effective measures for curbing the damage caused by fires. Predicting the spread of fires is a useful tool for this. This paper explores the use of state-of-the-art machine learning models, tools, and techniques for predicting the estimated fire area using environmental factors like weather and vegetation index as input parameters. Wildfire data of Australia from 2005 to 2020 is used in this study. The importance of different features is studied and the performance of various models is compared for different feature sets calculated using feature selection and extraction techniques. The accuracy and effectiveness of these techniques are analyzed through comparison of the results in terms of different error measures. Out of all the implemented methods, the Random Forest model has shown the most promising result with an MAE of 78.6 km2 © 2023 IEEE.

关键词： Artificial Intelligence Bushfire Climate change Environment linear regression Machine Learning

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Blockchain-Based Access control Model for Security Attributes in the Internet of Things 16

Blockchain-Based Access Control Model for Security Attribute...

引用

international conferences on Internet of Things (iThings) / Green computing and communications (GreenCom) / Cyber, Physical and Social computing (CPSCom) / Smart Data, SmartData and Congress on Cybermatics (Cybermatics)

作者： Yan, Xincheng Wu, Jianhua Zhou, Na Jiang, Zhihong Wu, Juqin Yin, Jianhui Liu, Ying Southeast Univ Nanjing Peoples R China State Key Lab Mobile Network & Mobile Multimedia Shenzhen 518055 Peoples R China Beijing Jiaotong Univ Sch Elect & Informat Engn Beijing Peoples R China

ISBN: (纸本)9798350309461

With smart devices and high-speed networks advancing rapidly, the Internet of Things (IoT) is widespread across sectors. However personal privacy becomes a concern within the vast expanse of IoT data in this more convenient era. Access control stands out as a pivotal technology for safeguarding data integrity, ensuring authorized user-exclusive data access. Attribute-based access control (ABAC), a traditional access control model, offers the key benefit of allowing access control based on multiple attributes for enhanced flexibility. However, ABAC model faces drawbacks like single points of failure and limited transparency due to its single-server focus, potentially leading to data vulnerabilities. As a promising technology, blockchain provides novel approaches for designing new access control models. In this regard, we propose a blockchain-based security access control (BBSAC) model. On the basis of ABAC, the model uses blockchain technology to realize the decentralization, automation and fine-grained access control of Internet devices. At the same time, the trust value is used as an additional attribute to evaluate the reputation of different users, and the trust value is updated after each interaction to assign different access rights to different users, thereby realizing dynamic rights management. Theoretical analysis and experimental simulation results show that the model can maintain high throughput under a large number of requests while ensuring fine-grained and dynamic access control.

关键词： IoT ABAC blockchain access control automation

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Efficient IoV-Based Geofencing Model for V2X communication Using Energy Saving Approach 20

Efficient IoV-Based Geofencing Model for V2X Communication U...

引用

20th IEEE international Wireless communications and Mobile computing (IEEE IWCMC) - Green and Intelligent communications

作者： Boughariou, Rima Marouane, Hend Mosbah, Mohamed Mnif, Hassene Meddeb-Makhlouf, Amel Natl Sch Elect & Telecommun ENETCOM Sfax Tunisia Univ Bordeaux CNRS Bordeaux INP LaBRIUMR 5800 F-33400 Talence France

ISBN: (纸本)9798350361261;9798350361278

Micro-mobility, such as electric scooters and bicycles, has set a trend in recent years. This low-speed mode of transport, widespread and getting connected, represents a significant paradigm shift in contemporary transportation dynamics. To integrate these low-speed types of transport within the Intelligent Transport System (ITS), the paper proposes the use of the Vehicular Ad-Hoc Network (VANET) communication model within the Internet of Vehicles (IoV) using the IEEE 802.11p short-range communications standard. We propose a geofencing model that allows an optimal control of micro-mobility entities speeds in limited geographical areas and we simulate several use cases which can take place within our geofencing model. In addition, an energy saving approach is proposed given the presence of several roadside units (RSUs) in geofencing zones.

关键词： Micro-mobility ITS VANET Geofencing Speed control Energy-efficient approach

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automation Design and Application of Electrical control Systems in Industrial Production 6

Automation Design and Application of Electrical Control Syst...

引用

6th IEEE international conference on Power, Intelligent computing and Systems, ICPICS 2024

作者： Yu, Wenduo Guo, Zongjin Suo, Pengxiang Sang, Maolin Pan, Huiyang Song, Ziyi State Grid Yingkou Power Supply Company Yingkou China

ISBN: (数字)9798350374315

ISBN: (纸本)9798350374315

This research aims to explore the automation design principles, technical architecture and application process of electrical control systems in industrial production. This paper evaluates the impact of automation design on production efficiency and safety through detailed analysis of system planning and demand analysis, integration and programming, debugging and trial operation, and maintenance and optimization. The results show that system optimization significantly improves the average utilization rate and output of the production line, and reduces the incidence of equipment failures and accidents. It is concluded that the automated design and application of electrical control systems can effectively improve production efficiency and safety, and provide reliable technical support for efficient operation and resource optimization of industrial production. © 2024 IEEE.

关键词： Electrical efficiency

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Role of Robotics and automation in Food Industries: An Overview 2

Role of Robotics and Automation in Food Industries: An Overv...

引用

2nd international conference on Advancements in Electrical, Electronics, communication, computing and automation, ICAECA 2023

作者： Raffik, R. Roshan, R.P. Subash, C. Sanjeev, K.B. Mechatronics Engineering Kumaraguru College of Technology Coimbatore India

ISBN: (纸本)9798350306811

Food is grown, produced, prepared, packaged, stored, distributed, and consumed. The food industries have lagged behind other industrial sectors in integrating robots;the cost of labour can account for up to half of the overall cost of the product. Robots are reprogrammable, multifunctional manipulators designed to manipulate particles. Robots work with the consideration of hygiene and greater productivity, and food safety and hygiene are becoming an increasing concern and customer demand. In the food sector, AI and machine learning are employed for robots and automation. Robots utilize sensors to detect touch, smell, measure, and so on. A detailed analysis of automated systems and robotics in the food industry is given in this study. The advantages are that robots win out in effectiveness and accuracy over people and cannot be distracted from the task. Never get tired like humans, and never get bored by repetition. The drawbacks include job losses and the loss of people's key skills. The significance of automation systems in the food processing sector was briefly discussed in this study. © 2023 IEEE.

关键词： Manipulators

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Resilient Distributed Consensus in Multi-Agent Systems: Enhancing Transient Performance Under communication Link Attacks 7

Resilient Distributed Consensus in Multi-Agent Systems: Enha...

引用

7th international conference on Robotics, control and automation Engineering, RCAE 2024

作者： Yin, Yanhui Xie, Yu Su, Qingyu Northeast Electric Power University School of Automation Engineering Jilin China

ISBN: (纸本)9798350355642

This article investigates the resilient cooperative output regulation (RCOR) challenge within a class of nonlinear multi-agent systems (MASs) featuring. The primary focus is on upholding predefined performance criteria, even in the face of potential communication link disruptions. This research addresses the limitations inherent in the tracking accuracy and the characteristics of the transient response of existing cooperative control methodologies for MASs, as well as the vulnerability of their communication frameworks to security threats. To this end, the paper introduces an innovative observer with prescribed performance and a robust control architecture that integrates backstepping and dynamic surface control (DSC) mechanisms, effectively mitigating the impact of communication link attacks. The theoretical robustness of the proposed control framework is substantiated through Lyapunov stability analysis, and the effectiveness is illustrated through an extensive simulation study. © 2024 IEEE.

关键词： Robust control

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Industrial Internet communication Architecture Based on Embedded IPv6 Fuzzy control 16

Industrial Internet Communication Architecture Based on Embe...

引用

16th th international conference on Intelligent computing Technology and automation, ICICTA 2023

作者： Wang, Xuanzhong Zhang, Yanan Ma, Xin Beijing Fibrlink Communications Co. LTD. Beijing100071 China

ISBN: (纸本)9781643684864

In order to solve the problems of wrong device address, unreasonable network bandwidth setting and low level of automation control of industrial Internet, a standard verification platform and test system for industrial Internet based on IPv6 fuzzy control are designed. We determine the network architecture of the industrial Internet according to the demand analysis, and complete the design and implementation of the embedded IPv6 protocol stack. We design a fuzzy rule library to describe the relationship between input and output. The corresponding IPv6 communication protocol and mechanism are used to achieve communication between fuzzy control modules and other system components. This module is used to accurately predict the situation awareness within the industrial interconnection network to ensure the security and reliability of communication. A real environment is established to test and analyze the data path, and the correctness and compliance tests of the system are implemented, which provided ideas for the development of IPv6 based industrial Internet network construction and promotion of related applications. © 2024 The Authors.

关键词： Fuzzy control

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A Distributed Multi-Agent control Strategy for Agricultural Row Following 20

A Distributed Multi-Agent Control Strategy for Agricultural ...

引用

IEEE 20th international conference on automation Science and Engineering (CASE)

作者： Rana, Arianna Milella, Annalisa Petitti, Antonio Natl Res Council Italy CNR Inst Intelligent Ind Technol & Syst Adv Mfg STIIM Via Amendola 122 D-O I-70126 Bari Italy Polytech Univ Bari Dept Mech Math & Management Via Orabona 4 I-70126 Bari Italy

ISBN: (纸本)9798350358513;9798350358520

This paper presents a novel approach to integrate heterogeneous agents working in an agricultural scenario. We explore a multi-agent system, comprising both agricultural robots (AgBots) and human operators, that handles various tasks such as fruit picking and crop monitoring in row-planted environments like vineyards. Our key contribution is a distributed motion control strategy for collision avoidance, ensuring agents maintain safe distances from each other and crop rows without requiring direct communication or central coordination. The effectiveness of our approach is validated theoretically and demonstrated through numerical simulations in a Gazebo-based environment.

关键词： Crops

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Operation and control of a Stand-alone Hybrid Renewable Energy System 10

Operation and Control of a Stand-alone Hybrid Renewable Ener...

引用

10th IEEE international conference on Electronics, computing and communication Technologies (IEEE CONECCT)

作者： Latte, Sunidhi R. Ekansh, S. Tatabhatla, Venkata Madhava Ram BMS Coll Engn Bengaluru Dept Elect & Elect Engn Bengaluru India

ISBN: (纸本)9798350385939;9798350385922

The increasing global interest in renewable energy-based power systems is fuelled by their abundance and environmentally friendly characteristics. Hybrid Renewable Energy Systems (HRES) represent a novel development, integrating multiple sustainable sources like wind turbines, solar photovoltaic (PV) systems, and other renewables like ocean, wave, and geothermal energy. Integrating multiple renewable energy sources such as solar, wind, hydro, and biomass and energy storage systems as a backup for the reliable power supply has been considered. To ensure uninterrupted power supply to the growing community and industrial sector, proper synchronization and management of alternative power sources are imperative through an energy management system. The hybrid energy system optimizes power-generating module quantities and sizes, including PV systems, wind turbines, batteries, and diesel generators, while meeting load requirements. Implemented in MATLAB Simulink, alongside a full model of the hybrid renewable energy systems, simulation results illustrate the effectiveness in maintaining voltage and frequency within acceptable ranges during diverse operating conditions. In conclusion, this manuscript offers a comprehensive study on the optimization and control of a solar-wind hybrid renewable energy system, serving as a valuable tool for designing and operating such systems in remote and islanded communities.

关键词： Hybrid Renewable Energy Systems (HRES) Photovoltaic (PV) systems Wind Energy Conversion Systems (WECS) Maximum Power Point Tracking (MPPT) Stand-alone Hybrid System Perturb and Observation (P&O) algorithm Permanent Magnet Synchronous Generator (PMSG) Thyristor

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Railway Gate automation Using Onboard computing Techniques 2

Railway Gate Automation Using Onboard Computing Techniques

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2nd international conference on Advancements in Electrical, Electronics, communication, computing and automation, ICAECA 2023

作者： Surya, S. Kausik, P. Diyaneshwaran, G. Raffik, R. Kumaraguru College of Technology Electronics and Communication Engineering Coimbatore India Kumaraguru College of Technology Mechatronics Engineering Coimbatore India

ISBN: (纸本)9798350306811

The automation of railway gates is a critical aspect of enhancing the safety and effectiveness of railway systems. To accomplish this, we suggest using an Arduino-based system that employs an IR sensor to identify incoming trains and send a signal to a motor driver to operate the railway gates. The IR sensor detects the presence of the train, which prompts the Arduino board to activate the motor driver to close the gate. After the train crosses another IR sensor, the IR sensor knows that the Train is leaving and gives a signal to the Arduino Uno to make the gate open. This system confirms that the railway gate is closed and opened without human beings, decreasing the cause of accidents, and improving the efficiency of whole railway operations. Because the use of Arduino technology in this project is cost-effective and easy to implement, it is a suitable solution for railway gate automation. © 2023 IEEE.

关键词： automation

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