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检索条件"任意字段=2023 International Conference on Computer Science and Automation Technology, CSAT 2023"

共 68829 条记录，以下是801-810 订阅

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Design of an Automated Security Protection System for Power System 4

Design of an Automated Security Protection System for Power ...

引用

2023 4th international conference on computer Engineering and Intelligent Control, ICCEIC 2023

作者： Xia, Jun Li, Jun Jiang, Xinfan Zhou, Bo Xi, Zesheng State Grid Hunan Electric Power Co. Ltd Changsha China State Grid Hunan Electric Power Co. Ltd. Hunan Energy Big Data Intelligence Ltd Changsha China State Grid Laboratory of Power Cyber-Security Protection and Monitoring Technology State Grid Smart Grid Research Institute Co. Ltd Nanjing China

ISBN: (纸本)9798350308877

In situations involving power system applications, a design plan for a new kind of automated security protection system has been put out. The self-repair vulnerability module, attack detection module, security policy configuration automation module, and front-end monitoring interface have all been designed for this article. This prototype system can secure device privacy and system stability while generating security policies automatically, responding to attacks quickly, and operating and maintaining expenses. This mostly entails the creation of self-repair and mining techniques for terminal vulnerabilities as well as detection techniques for malicious terminal-based assaults. In order to automatically create security protection device linkage methods, the automation module is configured to accept vulnerability and attack alert information. Each module opens its own database or offers interface forms for interactive operation and administration, while the front-end monitoring interface is created concurrently. © 2023 IEEE.

关键词： automation

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Third Eye - A Smart Wearable Glass With Deep Learning technology Powered With Artificial Intelligence for Visually Impaired People

Third Eye - A Smart Wearable Glass With Deep Learning Techno...

引用

2023 IEEE international Students' conference on Electrical, Electronics and computer science, SCEECS 2023

作者： Uma, R. Harish, P.S. Ragav, N.G. Navin, A. Sri Sairam Engineering College Department of Computer Science and Engineering Chennai India

ISBN: (纸本)9798350398748

Our work is intended as a 'THIRD EYE' to empower visually impaired persons with their difficulties. It is an innovative glass with AI Assistant, Image Detector (with YOLO), Sensor, and a few add-on capabilities. To alleviate the difficulty of traveling for the visually impaired, this project proposes an intelligent guiding device in the form of eyewear that would provide them with efficient and safe guidance. Understands the user's vocal commands and provides the necessary information through auditory feedback over micro speakers. As a result, it is a user-friendly technology that assists visually impaired people in traveling safely. © 2023 IEEE.

关键词： Image recognition

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Application of AmsGradP optimizer in fault diagnosis of bearing with few samples 6

Application of AmsGradP optimizer in fault diagnosis of bear...

引用

6th international conference on Internet of Things, automation and Artificial Intelligence, IoTAAI 2024

作者： Fang, Jinfa Liang, Qiong Dong, Xiangjun Wang, Qi Xiong, Jianbin Guangdong Polytechnic Normal University School of Automation Guangzhou China The Key Laboratory of Marine Environmental Survey Technology and Application Ministry of Natural Resources China Guangdong Polytechnic Normal University School of Computer Guangzhou China

ISBN: (纸本)9798350386974

Bearing fault diagnosis methods based on deep learning usually require a large number of training samples. However, obtaining large amounts of faulty bearing data can be challenging. How to diagnose faults with limited or few samples becomes a research problem. In order to solve the problem of bearing fault diagnosis with few samples, a rolling bearing fault diagnosis method based on improved Adam (Adaptive Moment Estimation) is proposed. First, it combines the advantages of both Adam and AmsGrad optimizers. Second, similar to AdamP, AmsGradP (Adaptive Gradient Optimizer with Penalty Parameters) introduces the penalty term of the parameter norm to mitigate the problem of premature decay of the learning rate. Finally, by penalizing the norm of the parameter during optimization, AmsGradP can prevent excessive parameter growth, thus further stabilizing the learning rate. The experimental results show that when only 1.58% of the data is used as the training dataset, the average accuracy of 98.26% can be achieved by using the AmsGradP optimizer, which is 6.68% higher than that by using the Adam optimizer. © 2024 IEEE.

关键词： Roller bearings

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A Single-Loop Narrow-Band Force Rebalance Control Method with Temperature Self-Compensation for a MEMS Gyroscope 38

A Single-Loop Narrow-Band Force Rebalance Control Method wit...

引用

38th IEEE international conference on Micro Electro Mechanical Systems, MEMS 2025

作者： He, Chunhua Xu, Yingyu Wu, Heng Huang, Qinwen Zhao, Qiancheng Yan, Guizhen Guangdong University of Technology School of Computer China Ceprei Science and Technology on Reliability Physics and Application Technology of Electronic Component Laboratory China Guangdong University of Technology School of Automation China Peking University School of Integrated Circuits Beijing China National Key Lab of Micro/Nano Fabrication Technology Beijing China

ISBN: (纸本)9798331508890

This paper presents a novel single-loop narrow-band force rebalance control method with temperature self-compensation for a MEMS gyroscope. The narrow-bandwidth force rebalance control for the sense mode is achieved using a simple bandpass filter (BPF) and without modulation or demodulation. The center frequency of the BPF is adjusted automatically to match the resonant frequency of the sense mode. Meanwhile, its gain is tuned based on the real-time quality factor of the sense mode. Experimental results demonstrate that the bias drift of the gyroscope with self-compensation is reduced from 1320 deg/h to 16 deg/h, while the scale factor drift is reduced from 0.616 mV/deg/s to 0.075 mV/deg/s. © 2025 IEEE.

关键词： Gyroscopes

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A Survey on Machine Learning Algorithms for the Detection of Chronic Kidney Disease 2

A Survey on Machine Learning Algorithms for the Detection of...

引用

2nd international conference on automation, Computing and Renewable Systems, ICACRS 2023

作者： Saumya, L. Manimozhi, I. Swathi Department of Computer Science and Engineering East Point College of Engineering and Technology Bengaluru India Department of Information Science and Engineering CMR Institute of Technology Bengaluru India

ISBN: (纸本)9798350340235

Artificial Intelligence and Machine learning (AI/ML) can make a tremendous contribution to the early prediction and detection of various diseases. The early phases of chronic kidney disease (CKD), which has a high mortality and morbidity rate, are devoid of any outward signs of illness. This survey intends to review prior studies on using artificial intelligence and machine learning for the early-stage prediction of *** accuracy and areas of application of various algorithms are studied and compared. The goal of this review of the literature is to present an overview of the studies that have recently been utilizedto predict the development of CKD and to pinpoint any research gaps Comparative analysis is done on the accuracy of different machine learning algorithms for the early prediction of CKD. Cases of application of such algorithms into commercial mobile-based applications for health professionals for the detection and prediction of CKD are also being studied. Based on the study, possible research areas that could add to further developments in the application of AI/ML for CKD prediction are identified. © 2023 IEEE.

关键词： Algorithm Chronic Kidney Disease Healthcare Literature Survey Machine learning

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Research on Automatic Layout of Multiple Pipelines in Buildings Based on Improved Bee Colony Algorithm

Research on Automatic Layout of Multiple Pipelines in Buildi...

引用

2023 IEEE international conference on Electrical, automation and computer Engineering, ICEACE 2023

作者： Wang, Changtao Cao, Bo Cheng, Juan Yuan, Baolong School of Automation and Electrical Engineering Shenyang Jianzhu University Shenyang110168 China School of Foreign Language Shenyang Jianzhu University Shenyang110168 China

ISBN: (纸本)9798350309614

With the development of science and technology and the passage of time, the automatic layout of pipelines in buildings has been paid more and more attention. The development of building intelligence depends on the reasonable pipeline layout in the building. In this project, a pipeline initialization path planning method based on the 'intermediate point method' is proposed to solve the problems of many pipeline bends, long wiring time, and improper wiring position in the process of automatic pipeline routing. On this basis, a global optimization algorithm based on an artificial bee colony is proposed. To solve this problem, this project intends to use the Levy method and adaptive location update mechanism to improve the traditional artificial bee colony algorithm, so that it has a better ability to jump out of the local minimum. Aiming at the problem of multi-pipeline automatic routing, the colony coevolution is introduced into the improved artificial bee colony algorithm to make it close to the real pipeline routing problem, to improve the algorithm's solving ability of pipeline routing problem. The effectiveness of this method is verified by an example calculation. © 2023 IEEE.

关键词： Artificial colony algorithm intermediate point method Multi-pipe automatic distribution control Probability selection

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Recognizing Human-object Interactions for a Home Assistive Robot 8

Recognizing Human-object Interactions for a Home Assistive R...

引用

8th international conference on automation, Control and Robotics Engineering, CACRE 2023

作者： Wang, Liangliang Huo, Guanglei Chen, Xinwei Huang, Chengxi Wuhan University of Technology School of Computer Science and Artificial Intelligence Luoshi Road 122 Wuhan430070 China -HIT Research Institute of Engineering and Technology Building 9 Software Park Quanzhou362008 China Minjiang University Fujian Provincial Key Laboratory of Information Processing and Intelligent Control Fuzhou350121 China

ISBN: (纸本)9798350302776

To enable robots to understand a specific assistive task during human-robot interactions under complex home scenes, at the center is the problem of human-object interaction (HOI) recognition. In particular, aiming at identifying efficiently, this paper proposes a graph convolutional network (GCN) by considering the similarity and proximity of human and object nodes, based on which the geometric positions and morphological relationships are explored. Also, a supplementary convolutional neural network (CNN) is fused to GCN to extract the global semantic features, which also ensures the recognition applicability for the cases where detectors fall into failure. Experiments on V-COCO demonstrate our approach, and results in real-world scenes on our assistive robot - Xiaozhi II verify its robustness. © 2023 IEEE.

关键词： Human robot interaction

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Implement of Data Communication in Smart Factory with OPC-UA Architecture 5

Implement of Data Communication in Smart Factory with OPC-UA...

引用

5th international conference on Electronics and Communication, Network and computer technology, ECNCT 2023

作者： You, Yang Ren, Xichuang Li, Jingli Li, Ke Hubei University of Technology Wuhan China

ISBN: (纸本)9798350328660

In response to the increasing demand for information collection and data communication in automated control devices in an intelligent manufacturing factory, this paper proposes an OPC UA-based intelligent communication method for factory automation and discusses its communication principles and network architecture in detail. This paper also explores the integration of OPC UA with devices such as industrial robot ROS systems and sensor-embedded systems and introduces a Python-based data communication program design method. Ultimately, this paper successfully develops an MES robot monitoring module based on the OPC UA architecture and conducts a case study. The practical application results show that OPC UA-based data communication technology has high versatility and compatibility, and can effectively achieve data integration and unified management of intelligent workshop equipment information. This technology has broad application prospects and promotional value, providing a useful reference for the information construction of intelligent manufacturing factories. © 2023 IEEE.

关键词： Factory automation

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An Efficient Influence Maximization Technique Based on Betweenness Centrality Measure and Clustering Coefficient (Bet-Clus) 15

An Efficient Influence Maximization Technique Based on Betwe...

引用

15th international conference on computer and automation Engineering, ICCAE 2023

作者： Saxena, Rahul Jadeja, Mahipal Vyas, Pranshu Malaviya National Institute of Technology Jaipur Department of Computer Science and Engineering Jaipur India Manipal University Jaipur Department of Information Technology Jaipur India

ISBN: (纸本)9798350396225

Graph theory has found its rigorous applicability in defining the social network phenomenas. Influence maximization in real world graphical networks have been an area of keen interest to researcher. Determining the initial seed set population for an influence spread model is found to be an N-P complete problem. Many optimization and heuristic algorithms have been proposed to solve the problem in the past. However, all the proposed solutions are constrained in terms of the scalability, their correctness etc. In this article, a graph theoretical approach based metric has been defined to effectively identify the initial seed set population for the network. The seed nodes are selected based on their clustering coefficient and betweenness centrality scores on a ranking basis. The top 'k' ranked nodes are selected as seed nodes (information carriers) in the network. Using Independent Cascade (IC) diffusion model, the network coverage is calculated. The proposed method attains higher network coverage in comparison to the base IC model. Also, the method's performance is compared and found to be superior when the seed nodes are selected based on other centrality measures and graph measures. The results have been evaluated over four different benchmark networks- CORA, Citeseer, PubMed (Citation Networks) and Amazon computers Network (Product Network). © 2023 IEEE.

关键词： Heuristic algorithms

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VREP Platform: A Virtual Reality-Based Human-computer Interaction Experimental Platform 3

VREP Platform: A Virtual Reality-Based Human-Computer Intera...

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3rd international conference on Robotics, automation and Intelligent Control, ICRAIC 2023

作者： Tan, Bozhi Liu, Shikai He, Yuqi Zhu, Yi Nanjing Audit University School of Computer Science Nanjing China Nanjing Audit University School of Statistics and Data Science Nanjing China

ISBN: (纸本)9798350360813

The deployment of human-computer interaction (HCI) experimental platforms across various domains is of paramount importance. Presently, conventional HCI platforms continue to be rooted in Personal computer (PC), exhibiting limitations such as low immersion, reduced real-time responsiveness, and diminished accuracy. In light of these constraints, this research advocates for a Virtual Reality (VR)-based HCI experimental platform, with the aim of overcoming these limitations. The platform seeks to enhance user experiences, evaluate emerging interaction technologies, and facilitate scholarly research. Integrating VR technologies, this platform offers a simulated, realistic interactive environment supporting multimodal inputs. The architecture includes three main components: users, processing, and the computer, with submodules facilitating scene construction, tracking, and connectivity. The platform showcases its potential for immersive interaction through an intelligent collaboration experiment between humans and unmanned aerial vehicles. © 2023 IEEE.

关键词： Virtual reality

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