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Design and Research of Intelligent Jet Fire Extinguishing System Based on STM32 and Image Recognition Technology

Design and Research of Intelligent Jet Fire Extinguishing Sy...

引用

Data Science and Computer Application (ICDSCA), ieee international conference on

作者： Xianzhe Ma Yixin Hu Muyang Shao Dalian University of Technology Dalian China

ISBN: (数字)9798350368239

ISBN: (纸本)9798350368246

At present, the most widely used large-space automatic jet fire extinguishing system-LRB-automatic fire water cannon) is easily disturbed by sunlight in outdoor environment, resulting in accidental spray or unable to find the fire source. To address these issues, the proposed system integrates ultraviolet (UV) sensors and image recognition technology to accurately detect and extinguish flames, both indoors and outdoors, at a lower cost. the system is divided into multiple modules, including image processing, main control, mobile robot base, and power management. the camera filters visible light interference using a narrow-band filter, while the UV sensor detects open flames, enabling accurate tracking. the water cannon is mounted on a mobile robot, which can autonomously adjust its position to enhance fire-fighting efficiency. the paper highlights the modular design, allowing for easy upgrades without affecting other components. Additionally, the system can be expanded to include automatic patrol capabilities and remote monitoring for broader fire coverage in large spaces.

关键词： Mechanical sensors Image sensors Image recognition Costs Filters Robot vision systems Fires sensor systems Mobile robots Remote monitoring

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DAGSec: A hybrid distributed ledger architecture for the secure management of the Internet of things 4

DAGSec: A hybrid distributed ledger architecture for the sec...

引用

4th ieee international conference on Blockchain (Blockchain)

作者： Alvarenga, Igor D. Camilo, Gustavo F. De Souza, Lucas A. C. Duarte, Otto Carlos M. B. Univ Fed Rio de Janeiro GTA COPPE UFRJ Grp Teleinformat & Automacao Rio De Janeiro Brazil

ISBN: (纸本)9781665417600

the rise of 5G mobile broadband networks creates new possibilities for the Internet of things. Billions of devices will provide comprehensive services, including e-health applications, smart grids, and industry 4.0. distributed ledger technologies solve most security and privacy threats of current IoT systems connected to a cloud or multi-access edge communication (MEC). Unfortunately, the volume of transactions imposed by 5G networks prevents blockchain-based solutions due to scalability issues. Nonetheless, emerging solutions based on directed acyclic graphs (DAG), still require some form of centralization or global view. this article proposes DAGSec, a hybrid distributed ledger architecture that provides a secure Internet of things environment with high throughput and low latency. Our proposal uses directed acyclic graphs and local transaction validation instead of global transaction validation to attain a high transaction rate. Furthermore, we propose a blockchain-based witness system to approximate chronological order of independent transactions.

关键词： Internet of things (IoT) blockchain edge and cloud computing next generation networks

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Reputation and Clustering based Fault Tolerant Algorithm for Cognitive Wireless sensor Networks

Reputation and Clustering based Fault Tolerant Algorithm for...

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Information Technology,Big Data and Artificial Intelligence (ICIBA), international conference on ieee international conference on

作者： Sun Yu Wang Hui-Xuan Hu Lin-Na Xue Peng-Hao Wang Wei JiangsuBranch China Mobile Online Marketing Service Center Nanjing China School of Environment and Resource Southwest University of Science and Technology Mianyang China Network and Communication Engineering College Jinling Institute of Technology Nanjing China

ISBN: (数字)9798350363609

ISBN: (纸本)9798350363616

Aiming at the problem of swirling clusters in Cognitive Radio sensor Network (CRSN), which cannot guarantee the data reliability due to the lack of fault tolerance, this paper proposes a fault-tolerant clustering algorithm based on reputation and clustering, which organizes the nodes in the network into multiple clusters or clusters by using k-means clustering method, and reduces the overall communication distance and energy consumption. Reduce the overall communication distance and energy consumption and improve the data transmission efficiency. the algorithm optimizes the energy usage of each node, especially the energy allocation in the cluster centers, aiming to extend the overall life cycle of the network. By dynamically updating the reputation value mechanism to select reliable nodes as clustering centers, the network is able to effectively cope with node failures, energy variations, and environmental disturbances and enhance the network's security and resistance to attacks, resulting in a significant improvement in communication performance.

关键词： Fault tolerance Wireless sensor networks Energy consumption Heuristic algorithms System performance Fault tolerant systems Clustering algorithms Network security sensors Cognitive radio

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Design of an automatic infant care system based on Arduino 4

Design of an automatic infant care system based on Arduino

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4th international conference on Advanced Electronic Materials, Computers and Software Engineering, AEMCSE 2021

作者： Qin, Jilin Guo, Haitao Zhang, Jiong Yang, Jing Han, Bei Shandong Institute of Commerce and Technology Jinan China

ISBN: (纸本)9781665415965

In recent years, many young parents have the difficulties of high work pressure, little parenting experience and weak parenting ability, and even have negative emotions such as anxiety and uneasiness. According to reports, due to improper care, there are many cases of infant fracture, scald, gas poisoning, severe eczema and so on. In view of the above situation and people's habit of using mobile phones, this paper designs an automatic infant care system based on Arduino. the system has the advantages of simple operation, low cost, wide range of users, and can detect temperature, humidity, harmful gases, heart rate, blood oxygen saturation, etc., aiming at providing the most intimate service for young families. © 2021 ieee.

关键词： Temperature sensors Pediatrics Wireless sensor networks Temperature distribution Wireless networks sensor systems Mobile handsets

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Fault location method of distributed Generation Sources in Distribution Networks based on optimal configuration of voltage sag monitoring points 4

Fault location method of Distributed Generation Sources in D...

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2022 4th international conference on Energy systems and Electrical Power, ICESEP 2022

作者： Zhang, Yong Zhan, Hongxia Zhang, Hao Sun, Yubo State Grid ShuoZhou Power Supply Company ShuoZhou036000 China School of Electrical Engineering and Electronic Information Xihua University Chengdu610039 China

In order to evaluate the fault location performance under the optimal configuration scheme of Power Quality Monitoring System(PQMS) monitoring points with distributed Generation(DG) in, a fault location method based on successive binary search was ***, the influence of DG on traditional optimal configuration is analyzed, and the optimal configuration improvement strategy for DG access is *** function relation between node voltage and fault distance under DG access is analyzed, and the ratio variation relation caused by voltage variation between monitoring points is used to reflect the characteristics of slight variation of electrical quantity, and the ranging evaluation function is *** order to avoid the setting of convergence threshold, the disadvantage of setting fixed threshold is *** on the mean ranging error, several feasible monitoring point configuration schemes are evaluated for ranging performance and the optimal configuration scheme for fault location performance is *** 4-node system verifies that the ranging method does not need to set fixed convergence threshold. In the improved ieee14 node system, this feature can be used to evaluate the positioning performance of four different monitoring point configuration schemes, and finally obtain the optimal positioning performance configuration scheme. © 2022 Institute of Physics Publishing. All rights reserved.

关键词： distributed power generation

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Online Multi-Parameter Monitoring in Overhead Transmission Lines Based on distributed Optical Fiber sensor 4

Online Multi-Parameter Monitoring in Overhead Transmission L...

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4th international conference on Energy, Electrical and Power Engineering, CEEPE 2021

作者： Liang, Yun Xiao, Jingfeng Huang, Li Zhang, Ziping Corporation Joint Laboratory Global Energy Interconnection Research Institute Co. Ltd. Electric Power Intelligent Sensing Technology and Application State Grid Beijing102209 China

ISBN: (纸本)9781665433631

In the distributed fiber-optic sensing system for power grid, simultaneous measurement of temperature, strain and vibration based on Brillouin scattering and Rayleigh scattering in fiber could have wide applications. However, there are certain challenges for the case of multi-parameter sensing in power grid, including the interplay of different scattering mechanisms and the interaction of different types of sensing signals. In this paper, a multi-parameter distributed fiber-optic sensing system which can simultaneously measure temperature, strain and vibration is elaborately designed via integrating the signal of Rayleigh scattering and Brillouin scattering. the prototype with multi-parameter sensing capability was successfully developed and it was qualified for monitoring in optical fiber composite ground wire. Experimental results demonstrate that method has excellent potential for the maintenance of overhead transmission line and it is important to enhance the performances such as spatial resolution and measurement distance for further applications. © 2021 ieee.

关键词： Rayleigh scattering

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Design and Empirical Analysis of Financial Quantitative Trading Model based on VMD-DCNN-SGRU Architecture and Integrated System

Design and Empirical Analysis of Financial Quantitative Trad...

引用

distributed computing and Electrical Circuits and Electronics (ICDCECE), ieee international conference on

作者： Yilin Fu Brandeis International Business School Brandeis University Waltham Massachusetts USA

ISBN: (数字)9798331533663

ISBN: (纸本)9798331533670

In the context of increasingly complex and volatile financial markets, traditional investment decisions cannot effectively deal with massive data and market uncertainties, so it is urgent to optimize investment returns and reduce risks with precise technical means. With the rapid development of financial technology, the innovation of quantitative trading technology has promoted the application of intelligent investment strategies. this paper proposes a quantitative trading model (VMD-DCNN-SGRU) that integrates variational mode decomposition (VMD), deep convolutional neural network (DCNN) and Stacked gated cycle Unit (SGRU), and combines data envelopment analysis (DEA) method to construct investment target screening and decision-making framework. VMD is used for multi-scale decomposition to extract effective features of transaction data, data reconstruction technology enhances structured expression, DCNN strengthens depth features, SGRU realizes timing prediction and outputs investment signals, and DEA method optimizes investment portfolio by combining risk and return. the empirical analysis shows that the accuracy and yield of the model in quantitative trading are superior to the traditional methods, and the high-yield and low-risk investment objects selected by DEA significantly improve the robustness of the strategy, and the feasibility and superiority of the system in financial investment decision-making are verified by the application of the power sector. therefore, the research in this paper not only optimizes the quantitative trading model, but also provides theoretical support and practical basis for risk management and intelligent investment strategies in financial markets.

关键词： Analytical models Uncertainty Fintech Computational modeling Decision making Logic gates Feature extraction Convolutional neural networks Integrated circuit modeling Investment

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Digital Twinning of Lap-based Marathon Infrastructure 22

Digital Twinning of Lap-based Marathon Infrastructure

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22nd Annual international conference of the Rapid-Product-Development-Association-of-South-Africa (RAPDASA) / Robotics and Mechatronics conference (RobMech) / conference of Pattern-Recognition-Association-of-South-Africa (PRASA)

作者： Broekman, Andre Steyn, Wynand JvdM Univ Pretoria Dept Civil Engn Pretoria South Africa

ISBN: (纸本)9781665408035

State-of-the-art sensor technologies, such as Real-Time Kinematic Global Navigation Satellite systems (RTK GNSS) and high-density Light Detection and Ranging (LiDAR), provide unparalleled accuracy for creating digital twins of infrastructure against the backdrop of the 4th Industrial Revolution (4IR). A new generation of low-power sensor platforms and distributed, Long-Range Wide Area Network (LoRaWAN) communications provide continuous, online monitoring of the influence of the built environment on the surrounding environment. the built environment remains inextricably linked to sports engineering applications, notably marathons. the development and deployment of these technologies stand to benefit high-performance sporting events. this paper demonstrates quantitative micro- and macroclimatic measurements (temperature, relative humidity, altitude, CO2 concentrations, air quality, organic volatiles, and geolocation) associated with the built environment over the course of a 42.2 km lap-based marathon hosted at the University of Pretoria (UP) in South Africa, which were measured and wirelessly relayed in real-time. Digitization of the marathon route using RTK GNSS and LiDAR sensing capabilities was done, allowing for detailed geometry measurements and environmental analysis before and after such events. this intersection of engineering and sports disciplines and technology illustrates the potential realization of smart cities and recreation in an evolutionary society.

关键词： 4IR Digital Twin SNOET marathon RTK GNSS LiDAR smart infrastructure LoRaWAN

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MicaPen: A Pen to Write in Air Using Mica Motes 16

MicaPen: A Pen to Write in Air Using Mica Motes

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16th Annual international conference on distributed computing in sensor systems (DCOSS)

作者： Pal, Amitangshu Temple Univ Comp & Informat Sci Philadelphia PA 19122 USA

ISBN: (纸本)9781728143514

this paper demonstrates a technique to write in air using Micaz motes. the application, named MicaPen is low-cost and can be used by the disabled who does not have fingers or limbs. Patients can wear the mote as a wrist watch or bracelet and move their hands based on what character they want to write. the mote detects the movement pattern using the accelerometer of MTS310 sensorboard and displays the characters on the screen. the application can also be extended in several applications including virtual touchscreen or remotely interact with different controlled devices.

关键词： Write in air accelerometer hand-gestures alphabets human-sensor interaction

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Single Base Station Positioning for Robots Based on Multiple sensor Fusion 4

Single Base Station Positioning for Robots Based on Multiple...

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4th ieee international conference on Information systems and Computer Aided Education, ICISCAE 2021

作者： Ding, Yuanhao Jiang, Lurong Wu, Jiang Li, Meng Jing, Liwen Li, Wei College of Information Zhejiang Sci-Tech University Hangzhou China College of Big Data and Internet Shenzhen Technology University Shenzhen China School of Information Science and Technology North China University of Technology Beijing China

ISBN: (纸本)9781665441247

With the development of technology, positioning systems have shifted from outdoor to indoor and from low precision to high precision. the indoor positioning has put forward greater demands on many applications including indoor robot navigation. Aiming at improving the accuracy, cost, and stability of indoor localization, this paper proposed a single base station positioning approach for robots based on the fusion of UWB, IMU, and encoder sensors. With the combination of several sensors, robots that carry UWB tags can achieve high accuracy localization and well robustness in an indoor environment. It has been validated in indoor corridors and passages. Compared with traditional multi-base station positioning methods, the approach which we proposed cuts the positioning cost and improves flexibility. Experiments are carried out to validate the localization performance. the results confirm that the average positioning errors can meet requirements in most indoor scenes. © 2021 ieee.

关键词： Robots

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