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A Parameter Estimation Method for Water Quality in Time Delay System 2

A Parameter Estimation Method for Water Quality in Time Dela...

引用

2nd IEEE international conference on Distributed computing and electrical Circuits and Electronics, ICDCECE 2023

作者： Zhao, Yang Guangdong University of Science and Technology College of Mechanical and Electrical Engineering Guangdong Dongguan China

ISBN: (纸本)9798350347456

Currently, there are many evaluation methods for large-scale systems with time delay, but the application of many intelligent devices makes the evaluation accuracy and time unsatisfactory. A parameter estimation method is proposed to aim at the complex problem of evaluation and correction of large-scale systems with time delay in industrial control. This method comprehensively analyzes the water quality detection environment, finds the reasons for the emergence of large-scale systems with time delay, and constructs a mapping time delay degree table. The degree and cause of the time delay are analyzed based on water quality data, and the comprehensive evaluation of water quality is realized. MATLAB simulation shows that the parameter estimation method has a good effect on water quality evaluation in industrial control, the accuracy rate is over 90%, and the evaluation time is less than 10s, which is superior to the previous analysis models. Therefore, the parameter estimation method is suitable for evaluating and correcting the water quality model of a large-scale system with time delay. © 2023 IEEE.

关键词： Water quality

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A Graph Neural Network Model for Real-Time Gesture Recognition Based on sEMG Signals 46

A Graph Neural Network Model for Real-Time Gesture Recogniti...

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46th Annual international conference of the IEEE engineering in Medicine and Biology Society, EMBC 2024

作者： Vipulanandan, Pragatheeswaran Premaratne, Kamal Murthi, Manohar University of Miami Department of Electrical and Computer Engineering Coral GablesFL United States

ISBN: (纸本)9798350371499

For seemless control of advanced hand prostheses and augmented reality, accurate and immediate hand gestures recognition is essential. Surface electromyography (sEMG) signals obtained from the forearm are commonly employed for this purpose. In this paper, we present a novel approach for sEMG representation that utilizes graph networks which contain information about muscle activation patterns in the forearm. Based on these graph networks, we have developed a machine learning algorithm capable of real-time hand gesture recognition using a graph neural network. The algorithm's performance was evaluated using sEMG signals acquired from myoband, which has 8 electrodes placed around the forearm, involving 8 healthy subjects. The proposed method demonstrated an average classification accuracy of 99%, surpassing the performance of state-of-the-art techniques. The average time for both graph construction and prediction stood at 48ms utilizing a M1 pro CPU, rendering the approach well-suited for real-time applications. © 2024 IEEE.

关键词： Graph neural networks

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Vacuum Monitoring Method of Embedded Intelligent High Voltage Circuit Breaker Based on Internet of Things 13th

Vacuum Monitoring Method of Embedded Intelligent High Voltag...

引用

13th international conference on Frontier computing, FC 2023

作者： Liu, Weixue College of Mathematics and Computer Science Chifeng University Inner Mongolia Chifeng024000 China

ISBN: (纸本)9789819992980

The a method to monitor the voltage. This method can be applied to high-voltage circuit breakers, with intelligent control function, and can be connected to the Internet. In case of over-current or short circuit and other abnormal conditions, the method will automatically detect these abnormal conditions, so that the control system can take appropriate measures immediately. Therefore, compared with traditional methods, this method has the advantages of fast response time and low cost. Vacuum monitoring method is a kind of operation monitoring method Things (IoT). The pressure in the vacuum chamber and sends the data to the remote server. This information can be used to detect abnormal operations, such as when there is no air in the vacuum chamber or there are too many particles blocking the gas flow. The vacuum monitoring method uses sensors to measure the pressure and temperature in the vacuum chamber. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd 2024.

关键词： Electric circuit breakers

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Effects of Ni/Cu Bilayer Structure on The Optical and electrical Characteristics of Al-Doped ZnO Thin-Film

Effects of Ni/Cu Bilayer Structure on The Optical and Electr...

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international conference on electrical engineering, computing science and automatic control (CCE)

作者： K. Kacha H. Ferhati A. Bendjrad F. Djeffal A. Benhaya LEA University of Batna 2 Batna Algeria ISTA University of Larbi Ben M'hidi Oum El Bouaghi Algeria

ISBN: (数字)9798350377545

ISBN: (纸本)9798350377552

The present study aims at investigating the impact of bimetal Ni-Cu intermediate layer on the performances of thin-film AZO-based structure, as alternative reliable broadband optical sensor. In this regard, this paper provides an in-depth experimental analysis of the Optoelectrical properties of AZO-Ni-Cu-AZO structures deposited on glass substrates for broadband (UV-Vis-NIR) photosensing applications. Employing RF Sputtering for the deposition process, we investigate the integration of Nickel (Ni) to enhance the reliability properties, particularly thermal and electromagnetic radiation effects, within the Aluminum Zinc Oxide (AZO) matrix. Moreover, the prepared structure (AZO-Ni-AZO) is re-engineered by introducing an ultrathin Copper (Cu) layer, in order to enhance the electrical properties and flexibility behavior of the sensor. The investigated AZO-Ni-Cu-AZO structure exhibits improved photodetectivity, which makes it as an alternative for developing advanced optoelectronic devices for reliable, flexible and low-cost thin-film technology.

关键词： Radio frequency Zinc oxide Photodetectors Nickel Reliability Optical sensors Optical films Copper Substrates Sputtering

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Integration of VLSI with Traditional PID controller for Temperature control in Electronic Devices 1

Integration of VLSI with Traditional PID Controller for Temp...

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1st IEEE international conference on Advances in Signal Processing, Power, Communication, and computing, ASPCC 2024

作者： Pradhan, Rudranarayan Jena, Swapnaleen Ojha, Shashikant Sahoo, Tapan Kumar Odisha University of Technology and Research School of Electrical Sciences Odisha Bhubaneswar India National Institute of Technology Department of Computer Science and Engineering Hanamkonda Warangal India

ISBN: (纸本)9798350355093

This research paper focuses on the integration of Very Large Scale Integration (VLSI) technology with traditional Proportional-Integral-Derivative (PID) controllers to improve temperature control in electronic devices. Temperature regulation is critical in many applications, especially in satellite, space, and rocket systems, where maintaining stable thermal conditions is essential for the safe operation of electronic components. The main objective of this work is to combine the advantages of VLSI technology - such as compact size, high processing speed, and low power consumption - with the reliability and simplicity of PID controllers to create an efficient and effective temperature control system. VLSI-based PID controllers allow for more precise control of temperature in electronic devices by enabling faster computation and more accurate responses to changes in thermal conditions. The research outlines the design process of this integration, highlighting improvements in system stability, temperature regulation accuracy, and overall power efficiency. Experimental results indicate that the integrated system can significantly reduce temperature fluctuations, ensuring that electronic components operate within safe limits, which is vital in space missions where overheating or temperature variations can lead to system failures. In satellite and space applications, where environmental conditions are extreme and unpredictable, efficient thermal management is crucial. The integration of VLSI with PID controllers provides a reliable solution to maintain stable temperatures, ensuring the longevity and proper functioning of critical systems in space and rocket technology. The findings of this research demonstrate the potential of this integrated approach to advance temperature control techniques in aerospace, leading to more robust and reliable systems in satellite and space missions. © 2024 IEEE.

关键词： Computer debugging

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Implementation of Trajectory control Algorithm in a Dynamic Environment 4

Implementation of Trajectory Control Algorithm in a Dynamic ...

引用

4th IEEE international conference on computing, Communication, and Intelligent Systems, ICCCIS 2023

作者： Pandey, Krishna Kant Sharma, Surya Renu Kumar, Saroj Shukla, Anupam Sharma, Prakash Chandra Manipal Universiy Jaipur Department of Mechatronics Engineering Rajasthan Jaipur303007 India Saroj Institute of Technology and Management Department of Electronics and Communication Engineering Utter Pradesh Lucknow226002 India Department of Electronics and Communication Engineering Mullana India OP Jindal University Department of Mechanical Engineering Chhattisgarh Raigarh496109 India Technocrats Institute of Technology and Science Department of Electrical Engineering Madhya Pradesh Bhopal India Manipal University Jaipur Department of Information Technology Rajasthan Jaipur303007 India

ISBN: (纸本)9798350306118

Trajectory planning and obstacle negotiation rate are two fundamental problems in mobile robot locomotion. The proposed work addresses the problem of locomotion in mobile robots using Radial Basis Function Neural Network (RBFNN). The RBFNN controller initializes if the sensors detected obstacles inside the environment. The proposed RBFNN navigational control algorithm provides smooth and continuous steering angle commands to the robot using sensory reading. Distance received from the sensors for obstacle negotiation and the target-seeking rate is taken as the input parameter of the proposed control algorithm. The output of the control algorithm is the steering angle and optimum trajectory length toward the target. To show the results in terms of simulation, MATLAB and CoppeliaSim GUI platform has been used. To validate the simulation results, a real-time experiment has been proposed in the same environment. The error for path length and navigational time is less than 5% and has been recorded in terms of both environments (simulation and real-time experiment). The simulation and experimental results established the stability check for the proposed control algorithm. © 2023 IEEE.

关键词： Navigation

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Test Circuit Design for Accurately Characterizing Cells' Output Currents in a Read-Decoupled 8T SRAM Array for computing-in-Memory Applications 35

Test Circuit Design for Accurately Characterizing Cells' Out...

引用

35th international conference on Microelectronic Test Structure, ICMTS 2023

作者： Hong, Hao-Chiao Lin, Long-Yi Chen, Bo-Chang Institute of Electrical and Computer Engineering National Yang Ming Chiao Tung University Institute of Electrical and Control Engineering Hsinchu30010 Taiwan Novatek MicroElectronics Corp. Hsinchu Taiwan

ISBN: (纸本)9798350346534

computing-in-memory (CIM) is a promising technique for energy-efficiently conducting the massive amount of required multiply-And-Accumulate (MAC) calculations in neural networks (NNs). The read-decoupled 8T (RD8T) SRAM cell is popular in the CIM designs because of being read disturbance free. However, local process variations may lead significant errors to the CIM results. This work proposes an accurate on-chip test circuit design for characterizing the output current of every RD8T SRAM cell in a 8-kb RD8T SRAM array fabricated in 90nm CMOS. The experimental results show the detailed and accurate spatial distribution of the RD8T cells which helps optimize the CIM circuit design. © 2023 IEEE.

关键词： Static random access storage

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Research on prediction of incomplete fusion of girth weld in automatic welding of pipeline 2

Research on prediction of incomplete fusion of girth weld in...

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2nd international conference on Mechanical, Electronics, and electrical and Automation control, METMS 2022

作者： Wang, Bangyu Han, Tao Chen, Guangxue Zhang, Xin School of Materials Science and Engineering China University of Petroleum West Changjiang Road Huangdao District Qingdao266580 China

ISBN: (数字)9781510654785

ISBN: (纸本)9781510654778

automatic welding technology plays a more and more dominant role in the construction of oil and gas pipelines, and incomplete fusion is one of the main defects of pipeline automatic welding, which directly affects the quality and safety of pipelines and the efficiency of on-site construction. In the present paper, SYSWELD software is used to simulate the process of automatic welding of X80 pipeline steel. The effects of wire eccentricity on the incomplete fusion of the hot welding layer were studied. The results show that the eccentricity of the welding wire has the greatest influence on the temperature field. The welding wire eccentrics will lead that some base metals failing to reach the melting point and causing incomplete fusion. © 2022 SPIE

关键词： Temperature

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Reduction of Interconnected Hybrid Power System Using Direct Truncation and Routh Array Method

Reduction of Interconnected Hybrid Power System Using Direct...

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2023 IEEE international conference on Energy Technologies for Future Grids, ETFG 2023

作者： Sharma, V.P. Meena, V.P. Singh, V.P. Murari, Krishna Mathur, Akhilesh Malaviya National Institute of Technology Department of Electrical Engineering Rajasthan Jaipur302017 India The University of Toledo Electrical Engineering and Computer Science Department ToledoOH43606 United States

ISBN: (纸本)9781665471640

Model order reduction (MOR) is a computational and mathematical technique to simplify complex dynamic systems while preserving essential characteristics. This technique is used in circuit simulation, structural mechanics, and control systems engineering. The main advantages of MOR techniques are to analyze and simulate complex systems with essential accuracy, faster design iterations, improved system behavior, and reduced computational costs. In this paper, model order reduction of interconnected hybrid power systems is achieved by mixed method approaches of Routh-array and *** simplified technique of proposed work is very new and useful for model order reduction of power system. Routh-array method is used for order reduction of denominator polynomial and direct-truncation method is approached for order reduction of numerator polynomial. To define the mixed method approaches on proposed work, the thirteen-order transfer function of original inter-connected hybrid power system is reduced to sixth, fifth, fourth, third, and second order respectively. Different outputs like step response, impulse response, Bode response, and Nyquist response are also plotted for the proposed work. The main advantage of the mixed method approach is that it always gives a simplified and stable reduced lower-order system while securing essential characteristics. The final output of this proposed work is very effective and accurate. © 2023 IEEE.

关键词： aqua electrolyzer automatic load frequency control automatic voltage control battery storage power system diesel power generator fuel cell hybrid compound power system wind power conversion system

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A Grading Model for Jasmine Flowers Using Deep Learning and Quantum Machine Learning 4

A Grading Model for Jasmine Flowers Using Deep Learning and ...

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4th international conference on Sentiment Analysis and Deep Learning, ICSADL 2025

作者： Pratiksha Cauvery, K.P. Thrisha, R. Harshitha, T. Panigrahi, Suman Thangavel, Senthil Kumar Somasundaram, K. Boopathy, C.P. Amrita School of Physical Sciences Department of Mathematics Tamil Nadu Coimbatore India Amrita School of Computing Department of Computer Science and Engineering Tamil Nadu Coimbatore India Amrita School of Engineering Department of Elelctical and Electronics Engineering Tamil Nadu Coimbatore India

ISBN: (纸本)9798331523923

The flowers of Jasmine hold immense economic importance in the agricultural sector and the perfume industry, as the value and satisfaction of the market, are heavily influenced by the quality of these flowers. The already very labor-intensive, subjective, and inefficient manual method of grading plants based on their physical and aromatic characteristics is unsuitable on a large scale. This paper handles these limitations by introducing automation in the grading process using Deep Learning and Quantum Machine Learning. The conceptual methodology mandates automatic flower placement and high-resolution imagery with a conveyor belt. The deep learning model, exactly a type of Convolutional Neural Network (CNN), would explain freshness in terms of visual features like color, texture, structural strength, and vice versa. Additionally, quantum-inspired algorithms have been employed to enhance the computation and performance of the model. From the analysis, a decision-making module classifies entrant flowers into fresh and otherwise, thereby sending them to their respective places, where all packing or disposal could be achieved. This DL-QML hybrid approach points out the exemplary high accuracy, scalability, and efficiency in jasmine grading and hence minimizes manual intervention in quality control assembly lines. The findings provide the card of the feasibility of joining QML in addressing computational challenges of agro-product quality assessment, opening avenues in application far broader than floriculture. © 2025 IEEE.

关键词： Decision making

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