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检索条件"任意字段=2021 4th International Conference on Advanced Algorithms and Control Engineering, ICAACE 2021"

共 251 条记录，以下是1-10 订阅

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

2021 4th International Conference on Advanced Algorithms and...

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

the proceedings contain 166 papers. the topics discussed include: an improved partheno-genetic algorithm for open path multi-depot multiple traveling salesmen problem;chongqing transportation network simulation and research based on Floyd algorithm;research on transformer fault diagnosis based on genetic algorithm optimized neural network;a deep learning-based approach for direct PET attenuation correction using Wasserstein generative adversarial network;an analysis method of ship traffic section flow based on big data;numerical simulation of axial pressure bearing capacity of building concrete short column based on finite element analysis;the non-negative inverse eigenvalue problem for tridiagonal matrix, circulant matrix and symmetric matrix;a comparison between the wrapper and hybrid methods for feature selection on biology omics datasets;and correlation analysis of college students' achievement based on improved apriori algorithm.

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Line Search Stochastic Gradient Algorithm with A-priori Rule for Monitoring the control of the Variance 4th

Line Search Stochastic Gradient Algorithm with A-priori Rul...

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4th international conference on Numerical Computations: theory and algorithms, NUMTA 2023

作者： Franchini, Giorgia Porta, Federica Ruggiero, Valeria Trombini, Ilaria Zanni, Luca Dipartimento di Scienze Fisiche Informatiche e Matematiche Università di Modena e Reggio Emilia Via Campi 213A Modena41125 Italy Dipartimento di Matematica e Informatica Università di Ferrara Via Machiavelli 30 Ferrara44121 Italy Dipartimento di Scienze Matematiche Fisiche e Informatiche Università di Parma Parco Area delle Scienze 7/A Parma43124 Italy Institute of Informatics and Telematics National Research Council Pisa56124 Italy

ISBN: (纸本)9783031812408

the aim of this paper is to analyze a different practical implementation of the LIne Search based stochastic gradient Algorithm (LISA) recently proposed by Franchini et al. the LISA scheme belongs to the class of stochastic gradient methods and it practically relies on a line search strategy to select the learning rate and a dynamic technique to increase the mini batch size of the stochastic directions. Despite promising performance of LISA in solving optimization problems from machine learning applications, its mini batch increasing strategy involves checking for a condition which may be computationally expensive and memory demanding, especially in the presence of both deep neural networks and very large-scale dataset. In this work we investigate an a-priori procedure to select the size of the current mini batch which allows to dampen the computational execution time of the LISA method and to control the requests of memory resources, especially when dealing with hardware accelerators. A numerical experience on training both statistical models for binary classification and deep neural networks for multi-class image classification confirms the effectiveness of the proposal. © the Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Adversarial machine learning

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Disturbance-Observer-Based Sliding-Mode Attitude control of Rotation-Isolating Rudder with Ultrasonic Motor 4

Disturbance-Observer-Based Sliding-Mode Attitude Control of ...

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

作者： Zhang, Shihao Ding, Libo Wang, Chen School of Mechanical Engineering Nanjing University of Science and Technology Nanjing Jiangsu210094 China

Rotation-isolating rudder is a type of correction mechanism widely used in two-dimensional trajectory correction projectile. In this paper, we focus on its attitude servo system, develop a disturbance-observer-based sliding-mode control method, and prove the asymptotic stability of the control method. Based on the single-axis turntable established, we test the rolling attitude control performance of the rotation-isolating rudder, and the experimental result shows the effectiveness of the control method developed. © Published under licence by IOP Publishing Ltd.

关键词： Attitude control

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Hardware design of PMSM control system based on DSP 4

Hardware design of PMSM control system based on DSP

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

作者： Shi, Jite Gu, Huihui Ge, Lixin School of Medical Technology School of Shaanxi University of Chinese Medicine Xi 'an Shannxi712046 China

Compared with traditional motor, permanent magnet synchronous motor has the characteristics of strong anti-interference ability, high starting torque and power density, and good speed regulation *** magnet synchronous motor servo system has become a research hotspot in the field of servo *** this paper, with DSP28335 as the main control chip to give a permanent magnet synchronous motor AC servo control hardware system design scheme, the paper introduces in detail the system core control circuit, main power circuit, detection circuit design and the choice of main *** hardware system designed has been applied to engineering practice, and has achieved good control effect. © Published under licence by IOP Publishing Ltd.

关键词： Permanent magnets

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control of Naval Gun Loading Device Based on Fuzzy Sliding Mode controller 4

Control of Naval Gun Loading Device Based on Fuzzy Sliding M...

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

作者： Wu, Zimeng Xun, Panpan Su, Han Northwest Institute of Mechanical and Electrical Engineering Xianyang Shaanxi China

A fuzzy sliding mode controller was designed to solve uncertainty problems such as nonlinear sea wave disturbance and parameter time variant in the working process of a naval gun loading device. On the basis of building a system dynamics model for this device, the universal approximation property of the fuzzy system was used to realize the adaptive approximation of control parameters, and the Lyapunov analytical method was used to export the fuzzy adaptive laws to prove the stability of this method. Simulation results show that the comprehensive control performance of this control strategy is superior to the control effect of PID method. Specifically, it is able to remain the system with a stability performance under sea wave disturbance and parameter variant, and provides strong capabilities of resisting disturbance and tracking positions. © Published under licence by IOP Publishing Ltd.

关键词： Fuzzy systems

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Research on AC control Strategy of Battery Electric Vehicles Based on Fuzzy PID 7

Research on AC Control Strategy of Battery Electric Vehicles...

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7th international conference on advanced algorithms and control engineering, icaace 2024

作者： Zheng, Hong Dong, Ting Li, Wenbo Wang, Wei Co. Ltd. Tianjin China

ISBN: (纸本)9798350361445

In order to ensure the comfort of the passenger cabin and save energy consumption, efficient air conditioning control method is the key, this paper focus on the control strategy of battery electric vehicle air conditioning system. A two-dimensional fuzzy PID controller is established, which took the deviation and deviation change rate of the crew cabin temperature and the set temperature as input and the compressor speed as output. It's verified by combining with the integrated model of the thermal management system of a typical vehicle, and compared with the PID controller. the simulation results show that the fuzzy PID controller built in this paper has better effect than PID control. Under the high temperature environment of 35°C, the temperature fluctuation range of the crew cabin is small, and the energy consumption can be reduced by 1%. © 2024 IEEE.

关键词： Energy utilization

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control strategy of hybrid energy storage system based on virtual DC generator to suppress DC bus voltage fluctuation 4

Control strategy of hybrid energy storage system based on vi...

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

作者： Yang, Haitao Yin, Zhiyong Shao, Tianzhang Shijiazhuang Campus of Army Engineering University Shijiazhuang Hebei China

In order to eliminate the impact of sudden changes in light intensity and load on the DC microgrid system, based on the analysis of the principles and advantages of the virtual DC generator (VDG), the application of the virtual DC generator to the battery of the hybrid energy storage system is adopted. In the control strategy, it improve the ability of the hybrid energy storage system to suppress DC bus fluctuations. the Matlab/Simulink simulation results show that when the light intensity and load change suddenly, the DC microgrid bus voltage fluctuation amplitude of the virtual motor droop control is 6.1V, 39V, which is significantly smaller than the conventional droop control DC bus voltage fluctuation amplitude 8.7 V, 50.6V. the simulation results show that the control strategy proposed in this paper can improve the ability of the hybrid energy storage system to suppress DC microgrid bus voltage fluctuations. © Published under licence by IOP Publishing Ltd.

关键词： MATLAB

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Parameter Anomaly Identification Model about Supervisory control and Data Acquisition 4

Parameter Anomaly Identification Model about Supervisory Con...

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

作者： Ping, Guo Liaoning Jianzhu Vocational College Liao Yang City Liao Ning Province111000 China

With the rapid progress of sensor technology, state monitoring of wind turbines is more comprehensive, the amount and type of the sensor used will be more, the state parameters of wind turbines will be more. According to the status indicators to parameter index of target parameters selector model is established in this paper, and the number of input parameters are reduced on the basis of the guarantee accuracy. the two sub-models constitute the abnormal identification model of the working condition index. Finally, the model is analyzed by an example to verify the accuracy and effectiveness of the model. the research in this paper on abnormal discrimination of working condition parameters and evaluation methods of wind turbines is an important premise and basis for making scientific and reasonable operation and maintenance decisions of wind farms, and it has important academic significance. © Published under licence by IOP Publishing Ltd.

关键词： Wind turbines

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Research on Automatic control System of MR Damper Based on Neural Network Algorithm 4

Research on Automatic Control System of MR Damper Based on N...

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

作者： Gan, Yunhan Zhong, Yi Hubei Key Laboratory of Broad Wireless Communication and Sensor Networks Wuhan University of Technology Wuhan Hubei430070 China

the use of MR dampers can achieve the absorption of harmful vibrations such as seismic waves that affect the structure of the building itself. the current control of the MR damper generally uses a pulse width modulation system to control the current input to the MR damper, thereby controlling the MR damper. But this is a semi-automatic control method, and the error is relatively large. this article introduces an MR damper control system that introduces a neural network algorithm. the system uses a half-bridge drive circuit for output current control in the circuit part and uses the Shen BP network algorithm for numerical prediction and fitting. the experimental research and tests conducted in the project show that the use of this fuzzy algorithm can make the MR damper achieve good damping effects under different conditions, and can well improve the original semi-automatic control method. © Published under licence by IOP Publishing Ltd.

关键词： Electric current control

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Research on Interior Scene Design Based on Cinema4d Technology 4

Research on Interior Scene Design Based on Cinema4d Technolo...

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2021 4th international conference on advanced algorithms and control engineering, icaace 2021

作者： Meng, Feiyan Zhang, Ziyan Zhengzhou China School of Creative Design Hainan Tropical Ocean University Sanya China

this paper completes the 3D virtual interior scene modeling and design based on Cinema4d software technology. through a full range of simulation analysis, to select environmentally friendly materials, match reasonable space structures, make full use of the space, and improve the utilization of indoor space. By making models of various parts of the interior design and building walls and windows, the entire interior space is designed. Finally, the interior design was rendered through lighting to ensure the expected design effect. Experiments show that the realism of 3D indoor scene design is higher than other similar methods, and it is suitable for 3D virtual scene design. It is hoped that the research in this article can provide some reference on feasibility for interior scene design. © Published under licence by IOP Publishing Ltd.

关键词： Architectural design

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