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检索条件"任意字段=International Conference on Computer Distributed Control and Intelligent Environmental Monitoring"

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intelligent Technologies for Ecomonitoring Data Processing in Conditions of Technogenic Emergencies

Intelligent Technologies for Ecomonitoring Data Processing i...

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international conference on Modern Electrical and Energy Systems (MEES)

作者： Volodymyr Bakharev Andrii Perekrest Volodymyr Chenchevoi Olga Chencheva Svitlana Malyk Domanetskyi Andrii Department of Civil and Labour Safety Geodesy and Land Management Kremenchuk Mykhailo Ostrohradskyi National University Kremenchuk Ukraine Department of Computer Engineering and Electronics Kremenchuk Mykhailo Ostrohradskyi National University Kremenchuk Ukraine Department of Systems of Automatic Control and Electric Drive Kremenchuk Mykhailo Ostrohradskyi National University Kremenchuk Ukraine Kremenchug Medical College named after V.I. Lytvynenko Kremenchuk Ukraine

ISBN: (纸本)9798350346848

The paper considers the importance of expanding the possibilities of environmental monitoring of environmental air parameters in the event of man-made emergencies. Software and hardware solutions have been developed for visualization and analysis of data from public environmental monitoring systems in normal and emergency situations using Power BI and Vaisala devices. The integration of various subsystems for measuring atmospheric air and microclimate indicators in a single computer system with a single software interface was carried out.

关键词： Atmospheric measurements Surface contamination Hydrogen Software Pollution measurement environmental monitoring Sulfur

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Improving Traffic Sign Recognition with the YOLOv9 Algorithm

Improving Traffic Sign Recognition with the YOLOv9 Algorithm

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Computational Intelligence, Communication Technology and Networking (CICTN), international conference on

作者： Ketan Anand Shyam Shankar Dwivedi Department of Computer Science and Engineering Rameshwaram Institute of Technology & Management AKTU Lucknow India

ISBN: (数字)9798331530389

ISBN: (纸本)9798331530396

Modern intelligent transportation systems and autonomous driving technologies are quite helpful in light of the population's increasing growth, and they work particularly well when used in conjunction with traffic sign monitoring. By giving drivers accurate and exact traffic signals, such as speed limits, warnings, and directional assistance, this makes transportation much safer. Autonomous vehicles must correctly understand these indicators in order to make wise driving judgments. Accurately identifying and classifying a wide variety of traffic signs in a range of environmental circumstances is a difficulty. A cutting-edge deep learning model created specifically for object recognition tasks is called YOLOv9 (You Only Look Once version 9). In addition to offering respectable speed and accuracy, YOLOv9 expands on the advantages of its predecessors by implementing cutting-edge strategies such as PGI and GELAN. Because of these improvements, YOLOv9 is especially ideal for real-time applications like recognition of traffic signs, where more accuracy and quick and accurate object identification are essential. With an increased accuracy the results demonstrate the model's stability and dependability and show that it is appropriate for real-world uses in autonomous driving and traffic control. Subsequent investigations will concentrate on improving resilience in various situations, utilizing semi-supervised learning, creating more resource-efficient models, broadening the range of datasets, and combining traffic sign recognition with additional autonomous driving tasks. The development of dependable and effective traffic sign detection systems is furthered by this work.

关键词： YOLO Training Accuracy Computational modeling computer architecture Real-time systems Data models Object recognition Artificial intelligence Autonomous vehicles

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A Transfer Learning Approach to Bird Species Recognition using MobileNetV2

A Transfer Learning Approach to Bird Species Recognition usi...

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international conference on ent Computing and control Systems (ICICCS)

作者： Hari Kishan Kondaveeti S V N Sai Vignesh Guturu K S Jayan Praveen Samparthi V S Kumar School of Computer Science & Engineering VIT-AP University Amaravati Andhra Pradesh India

The growing interest in biodiversity and conservation has heightened the need for accurate and efficient bird species recognition. This is because bird populations, their distribution, migration patterns, and environmental impact assessments can benefit from the valuable data these recognition methods provide. To address the complex task of manual bird species classification, this research paper presents a transfer learning approach based on MobileNetV2. The proposed solution uses MobileNetV2 to categorize bird species in photographs, achieving 96.79% accuracy on a defined dataset. This work highlights the potential of transfer learning in solving complex recognition tasks and the efficiency of MobileNetV2 in achieving high accuracy despite its lightweight design. The method has real-world applications, including real-time bird identification systems and bird population monitoring, and will become more valuable with advancements in hardware and deep learning. To improve the overall system’s accuracy even further, using a larger dataset, scheduling regular retraining sessions and further fine-tuning the model is suggested. In this study, the model is trained separately on two different datasets. The first dataset contains around 1800 images with 200 types of bird species. The second dataset contains around 180 images with 20 types of bird species, specifically South Indian bird species. The attained accuracy with the first dataset is 90.91% and the attained accuracy with the second dataset is 96.79%.

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Development of An Automated IoT-based Fish Tank Maintenance Assistive System

Development of An Automated IoT-based Fish Tank Maintenance ...

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international conference on ent Computing and control Systems (ICICCS)

作者： Padma Theagarajan Barath Padmanaban Kishore Palanisamy Pavithra Raja Praveenkumar Poomagan Department of Computer Applications Sona College of Technology Salem India

The proposed prototype of a fish tank maintenance automation system intends to support aquarists in terms of easy up keep of the fish tank. Keeping a household fish tank is associated with significant health benefits including lessening stress, sleep quality improvement, lowered blood pressure, intense focus, and soothing effects for Alzheimer’s patients, etc. A predominant part of keeping fish healthy is ensuring that their habitat remains healthy. As part of the routine maintenance of a fishtank some of the vital parameters that are to be keenly assessed are nitrate, nitrite, pH, carbonate hardness, salinity, etc. Since fish live in entirely diverse environments compared to humans and other pets, they are dependent on humans for all their necessities including food, water, and proper habitat. Fish tanks are relatively different from natural habitat since they are closed systems with a limited capacity of water. Thus, the entire process of the natural method of cleaning a water body has to be performed manually in the fish tank in addition to cleaning the wastes produced regularly by fish such as sediments, sludge, etc. Therefore, to ease aquarists towards maintaining fish tanks, this paper proposes an automation system using IoT technology and also guards environmental sustainability. If the observed data such as pH, temperature, and dissolved oxygen are beyond the threshold limits then the attached beeper will be aware of the aquarists to instant care of the fish tank. The live data is provided through a web-based application and Mobile app for real-time monitoring and decision-making.

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distributed control System of Three-waste Boiler Based on Windows control Center Configuration Software and Programmable Logic controller 1

Distributed Control System of Three-waste Boiler Based on Wi...

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1st international conference on Electronic Information Technology and Smart Agriculture, ICEITSA 2021

作者： Liao, Fang Ding, Liming He, Dajiang Shao, Linwen Huang, Jie College of Electrical and Information Engineering Huaihua University Huaihua China Key Lab. of Intelligent Contr. Technol. for Wuling-Mountain Ecological Agriculture in Hunan Province Huaihua China

ISBN: (纸本)9781665413008

In view of the complexity combustion process of three-waste boiler, designed the distributed control System based on Windows control Center configuration software and Programmable Logic controller. The system controls and manages the whole three-waste boiler production process, which is composed with three upper monitor, tow Programmable Logic controller, communication module and field control unit. The upper monitor chooses Windows control Center configuration software of Siemens Company to design various monitoring menu and set the parameters of backstage, and receive various dates which is transferred by Programmable Logic controller to finish monitoring and diagnosis and control task of the whole system. It uses the PROFIBUS-DP communication protocol between the upper monitor and Programmable Logic controller of the lower position. This system is flexible deployed and reliable. After three year of engineering application, this system, realized by this paper, have effectively solved the complex control object in the production process of three-waster boiler, and it correspond to the relevant provisions of our country about energy-saving emission reduction and environmental protection of the enterprise. © 2021 IEEE.

关键词： Programmable logic controllers

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Design of Automatic control System for Dry Anaerobic Fermentation of KitchenWaste 3

Design of Automatic Control System for Dry Anaerobic Ferment...

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3rd international conference on Artificial Intelligence and Advanced Manufacture, AIAM 2021

作者： Zhu, Lan Ma, Weicheng Huang, Lin Liang, Wei Cheng, Zhen Zheng, Yunhong School of Electrical Engineering and Automation Organization Xiamen University of Technology Xiamen China

ISBN: (纸本)9781450385046

In this paper, the expert system of artificial intelligence automatic control system is designed to identify each stage of the internal fermentation reaction process of food waste anaerobic fermentation tank, and complete the real-time monitoring and whole process control. By automatically adjusting the temperature, pH, pressure and other environmental factors in the tank, the heat-resistant anaerobic fermentation bacteria in the fermenter are in a suitable growth environment, and the efficiency and quality of methane production by anaerobic fermentation bacteria are improved. The intelligent system can complete all the work such as feeding, adjusting environmental parameters in the tank, stirring, collecting and monitoring methane production, and removing primary reactants. It can automatically identify various parameters in the tank from the whole process of feeding to discharging. Display and save the data, report the abnormal situation in time and take the corresponding processing procedures. The direct control of anaerobic fermentation tank adopts STM32 single chip microcomputer and DSP as the lower machine, laptop computer as the upper machine, equipped with expert ***-Fe3O4 iron powder was innovatively used to complete the work of temperature regulation module and agitation module, and the fermentation efficiency of anaerobic bacteria was improved. © 2021 ACM.

关键词： Magnetite

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Application of environmental monitoring and control System in Agricultural Production

Application of Environmental Monitoring and Control System i...

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computer Science and Management Technology (ICCSMT), international conference on

作者： Yuhang Gu Yun Hao Jiwei Liu Department of Automation Engineering Zhonghuan Information College Tianjin University of Technology Tianjin China Science and Technology Division Zhonghuan Information College Tianjin University of Technology Tianjin China

China's agriculture is gradually moving from traditional agriculture to digital agriculture and smart agriculture. Accelerating the breakthrough of key agricultural core technologies and solidly promoting agricultural modernization are the key to the development of smart agriculture. intelligent monitoring of agricultural greenhouses is an important way to realize agricultural modernization. However, most of the existing greenhouses have backward management concepts, low industry development level, lack of a complete and standardized production management system, and low level of agricultural facilities leads to low resource utilization. In the process of agricultural production, it is difficult to scientifically monitor and analyze the indicators such as temperature, light and soil water content, and the application amount of various nutrients in the process of crop growth can not be accurately controlled, which affects the agricultural planting benefits. Based on this, the author designed an agricultural greenhouse monitoring system based on the Internet of things. The system uses STM32 as the main control chip and is connected with a series of sensors to monitor the environmental parameters in the greenhouse in real time and adjust the environmental parameters in the greenhouse in time, so as to achieve the set standards, adjust the growth cycle, improve quality and increase production.

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Secure Access Method of Power Internet of Things Based on Zero Trust Architecture 14th

Secure Access Method of Power Internet of Things Based on Ze...

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14th international conference on Swarm Intelligence (ICSI)

作者： Wang, Zhi-hua Jin, Ming-hui Jiang, Lin Feng, Chen-jia Cao, Jing-yi Yun, Zhang State Grid Shanghai Elect Power Co Shanghai 200122 Peoples R China China Elect Power Res Inst Beijing 100192 Peoples R China

ISBN: (纸本)9783031366246;9783031366253

With the development of the energy Internet, the terminals of the power Internet of Things are open and interactive, the grid protection boundary is ambiguous, and the traditional boundary based security system is difficult to ensure the secure access of the power Internet of things terminals. The program proposed a secure access method for the power system based on the zero-trust architecture. It takes the identity of the terminal as the center to carry out security authentication and dynamic access control. Based on the device fingerprint extraction and the Identification Public Key algorithm, the lightweight security authentication of the power terminal is realized. Through the trust calculation method based on terminal operating characteristics, continuous trust assessment and dynamic access control are carried out. The method is verified in the distributed power security access scenario. For common flood attacks, packet attacks and malicious code attacks, the security access method of the power Internet of Things based on the zero-trust architecture can effectively detect and block them in time, which can avoid attackers from conducting cyber attacks on the grid by controlling power IoT terminals (This work was supported by the State Grid Shanghai Technology Project, Research on Key Technologies for Network Security Access of Power monitoring System Based on Zero Trust.).

关键词： Power Internet of Things Zero Trust Secure Access Identity Authentication Access control distributed Power

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IoT System for monitoring a Large-Area Environment Sensors and control Actuators Using Real-Time Firebase Database 12th

IoT System for Monitoring a Large-Area Environment Sensors a...

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12th international conference on intelligent Human computer Interaction (IHCI)

作者： Giang Truong Le Nhat Minh Tran Thang Viet Tran Nguyen Tat Thanh Univ NTT Hitech Inst 298-300 A Nguyen Tat ThanhWard 13Dist 4 Ho Chi Minh City 700000 Vietnam Sai Gon Univ Dept Telecommun Ward 3Dist 5 Ho Chi Minh City 700000 Vietnam Univ Econ & Law UEL Fac Informat Syst VNU HCM Ho Chi Minh City 700000 Vietnam Vietnam Res Inst Elect Informat & Automat 169 Vo Van Ngan St Ho Chi Minh City 700000 Vietnam

ISBN: (纸本)9783030684525;9783030684518

In this paper, we propose a real-time IoT (Internet of Things) system with a built-in hardware security function, allows the ambient environment monitoring and control actuators via a wireless network at the frequency of 433 MHz, a real-time database is used to store and share environmental sensors data and users with a proposed Mobile App can send commands to turn on/off actuators through the Internet. The proposed system was developed and tested using an actuator device (AD) and two type of sensors, CO2 sensor and air-temperature and -humidity sensor. The main components of the proposed IoT system consist of: a proposed IoT gateway, three of sensor nodes and a real-time Firebase database. Detailed components of the proposed sensor node included: a low-power system on chip unit (SoC) with an built-in Wi-Fi module and a RF antenna, a MQ135 sensor and a SHT10 sensor. Based on Firebase database, aMobile App have been designed and used to monitor measured recordings of sensors and as control the AD. A wireless module operates at frequency of 433 MHz with top secret built-in security algorithm (AES128) is selected to encrypt the result of ambient environmental sensor data and as transfer commands to the AD mentioned. In addition, some advantages compared with wired connection networks, and in which the structure of the online database of the proposed IoT system has some additional features and more flexibility. The experiment results with the proposed Mobile App are implemented that the proposed IoT system can be used to monitor ambient environments that live to report of measured sensors and make the information visible anywhere as well as control the AD. Our IoT system can be able use to monitor the ambient environment in wirelessly solutions in large-areas with high-level secure algorithm and control electrical machines in many sectors such smart buildings, smart homes, smart agriculture.

关键词： IoT system Environment monitoring Real-time firebase database Environment sensor

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intelligent Energy Management System for Microgrids with Energy Storage Integration

Intelligent Energy Management System for Microgrids with Ene...

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Automation and Computation (AUTOCOM), international conference on

作者： Simranjeet Nanda Maddu Naveen Kumar Paramjit Baxi Monoo John Manaswini R Dhananjay Kumar Yadav Centre of Research Impact and Outcome Chitkara University Rajpura Punjab India Department of Computer Science and Information Technology Siksha ‘O’ Anusandhan (Deemed to be University) Bhubaneswar Odisha India Chitkara Centre for Research and Development Chitkara University Baddi Himachal Pradesh India School of Mangement-PG Management JAIN (Deemed to be University) Bangalore Karnataka India Department of Electronics and Communication Engineering Presidency University Bangalore Karnataka India Maharishi School of Engineering & Technology Maharishi University of Information Technology Uttar Pradesh India

ISBN: (数字)9798331542375

ISBN: (纸本)9798331542382

The items are a software solution, it is designed for micro grids with energy storage integration to monitor, control, and best utilize available grid resources. Also called a mini-grid, the micro grid is a distributed energy system consisting of local small-scale generation and storage facilities that could operate independently from the main grid in an emergency. Micro grids are frequently paired with solar panels and wind turbines, making them more sustainable. The capacity of energy storage systems in micro grids has been playing an important role, as renewable energy in devices with temporal availability generates the need for their more efficient use. Based on real-time data, the items apply energy transmission and distribution management algorithms to control where the power is used in a micro grid. The items continuously monitor the demand and supply of energy to investigate the ideal combination of renewable generation and stored energy for peak shaving. In doing so, the micro grid can run optimally and minimize energy waste without running up bills. The items can also predict how and when individuals use energy, thus allowing better scheduling of the available resources. This enables the items to conduct predictive maintenance on those micro grid components to long and function as efficiently as possible.

关键词： Renewable energy sources Real-time systems Software Wind turbines Reliability Solar panels Energy management systems monitoring Energy storage Predictive maintenance

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