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检索条件"任意字段=International Conference on Complex Systems: Control and Modeling Problems"

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8th international conference on Mathematics: Pure, Applied and Computation, ICoMPAC 2023

8th International Conference on Mathematics: Pure, Applied a...

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8th international conference on Mathematics: Pure, Applied and Computation, ICoMPAC 2023

ISBN: (纸本)9789819721351

The proceedings contain 29 papers. The special focus in this conference is on Mathematics: Pure, Applied and Computation. The topics include: Resonance Detection in a Semi-closed Basin with Constant Height and Triangular Width;comparison of Ridge Regression and Principal Component Regression in Overcoming Multicollinearity of Factors Affecting Poverty in Indonesia;on Identification on Class of Nonlinear control System with Relative Degree Two;implementation of K-Means Particle Swarm Optimization for Clustering Football Players in the Top Five European Football Leagues;a Short Review of Numerical Modelling for Photocatalytic Degradation in Dye systems;reference Tracking of Quadrotor Using Modified Nonlinear Model Predictive control Based on Nonlinear Disturbance Observer;system Analysis and Numerical Simulation on Sedimentation Rates Considering the Dredging Factor;A Mixed Integer Nonlinear Programming for Allocation Polyethylene Terephthalate (PET) Waste Management in Reverse Logistics Network;quantum K-Nearest Neighbors for Object Recognition;adaptive Kalman Filter for Automated Actuator Fault Diagnosis in Unmanned Surface Vehicle;A Moving Average Genetic Algorithm (MA-GA) for Estimating the COVID-19 Dynamic Based on a Stochastic SIRD Model;a General Solution of Black–Scholes Equations on Some Rainbow Options;dynamic Response of Floating Crane During Lifting Operation: A Parametric Study;Efficient SAT-Based Approach for Solving Juosan Puzzles;modeling Path Puzzles as SAT problems and How to Solve Them;a Trustworthiness Scoring Model for Reviews Using a Graph Structure;non-linear Reward Deep Q Networks for Smooth Action in a Car Game;college Student Activity Recognition from Smartwatch Dataset;LTL Model Checking for Verification of Electronic Medical Record (EMR) Design;multi-feature Subgraph Fusion with Text Knowledge on Citation Link Prediction;Preliminary Analysis of Isabelle Proof Assistant in Graph Programming Verification with GP2;nonlocal Edge Metric Dimensio

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Evaluation of Theoretical and Empirical Log-Normal Models for Wi-Fi Fingerprint Mapping in Indoor Positioning 6

Evaluation of Theoretical and Empirical Log-Normal Models fo...

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6th IEEE international conference on Artificial Intelligence in Engineering and Technology, IICAIET 2024

作者： Bin Mohamed Ghazali, Mohamed Aizad Kiring, Aroland Mihaylova, Lyudmila Yew, Hoe Tung Chung, Seng Kheau Farm, Yan Yan Faculty of Engineering Universiti Malaysia Sabah Sabah Kota Kinabalu Malaysia University of Sheffield Department of Automatic Control and System Engineering Sheffield United Kingdom

ISBN: (纸本)9798350389692

This paper evaluates both the theoretical and empirical log-normal models for Wi-Fi fingerprint mapping in indoor positioning systems. Wi-Fi fingerprinting, leveraging the ubiquitous IEEE 802.11 protocol, offers a practical solution for indoor localization where Global Positioning System (GPS) is ineffective. It involves generating empirical data by systematically measuring Wi-Fi Received Signal Strength (RSS) within a complex indoor environment and formulating a log-normal path loss model to predict signal behavior. A comparative analysis was conducted between the theoretical model, calibrated with empirical RSS data, and the actual RSS measurements. The results showed that while the theoretical model captured overall signal propagation trends, the empirical data revealed variations due to multipath effects and environmental obstacles. It demonstrated the practical use of Wi-Fi fingerprint mapping, theoretical modeling, and comparative analysis. The findings underscore the importance of empirical validation in refining theoretical models and optimizing deployment strategies for accurate and reliable indoor positioning. Future research should focus on mitigating multipath effects and enhancing the theoretical model accuracy through optimized access point (AP) placement and advanced signal processing techniques. © 2024 IEEE.

关键词： Global positioning system

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modeling the Development of Russian Universities

Modeling the Development of Russian Universities

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Technology Enhanced Learning in Higher Education (TELE), international conference on

作者： Dmitry Kononov Nursultan Isakov Nurlis Akmatov Russian State University for the Humanities Institute of Control Sciences of Russian Academy of Sciences Moscow Russia Russian State University for the Humanities Moscow Russia

The main problems of the development of the higher education system in the Russian Federation, characteristic of both the federal system as a whole and its regional components, are considered. The directions of solving these difficulties in order to improve and effectively develop, ensure the state order for education are proposed. This includes the development of communication systems, distance learning, issues of expanding the training of foreign students. The possibilities of modeling the processes of functioning and development of educational institutions based on the use of the methodology of scenario research of complex systems are considered. A basic simulation model of an educational institution based on the method of constructing operator graphs is proposed.

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complex-Conjugate Symmetry of Coefficients of Two-Dimensional Discrete Fourier Transform with Variable Parameters of Real Signals 24

Complex-Conjugate Symmetry of Coefficients of Two-Dimensiona...

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24th international conference on Digital Signal Processing and its Applications, DSPA 2022

作者： Olga, Ponomareva Alexey, Ponomarev Natalia, Smirnova Kalashnikov Izhevsk State Technical University Instruments and Methods of Measurements Control Diagnostics Izhevsk Russia Kalashnikov Izhevsk State Technical University Language Training in Professional Sphere Izhevsk Russia Sevastopol State University Power Systems of Nuclear Power Plants Sevastopol Russia

ISBN: (纸本)9781665494434

Methods and algorithms for digital one-dimensional and two-dimensional Fourier processing have the widest applications in solving a wide range of practical problems in many areas of scientific research. The paper gives a generalization of standard discrete Fourier transform in the form of parametric discrete Fourier transform, and considers the theory of its application. The article considers new discrete two-dimensional Fourier transform which is discrete two-dimensional Fourier transform with variable parameters, which, being a generalization of standard two-dimensional discrete Fourier transform, has a number of advantages over the standard one. Due to the widespread use of real signals in practice, the paper investigates the properties of the complex-conjugate symmetry of the coefficients of two-dimensional discrete Fourier transform with variable parameters for this class of signals. The concept of cross-complex-conjugate symmetry of the coefficients of two-dimensional discrete Fourier transform with variable parameters for real signals is introduced. The properties of the cross-complex-conjugate symmetry of the coefficients of two-dimensional discrete Fourier transform with variable parameters for real signals are confirmed by the results of mathematical modeling. Methods and algorithms for fast computation of discrete Fourier transform with variable parameters of real signals for various combinations of variable parameters have been developed. © 2022 IEEE.

关键词： Discrete Fourier transforms

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Reliability Analysis of Networked control systems Considering Data Link Performance Correlation 12

Reliability Analysis of Networked Control Systems Considerin...

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12th international conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2022

作者： Liang, Sheng Wang, Ying Bao, Xiaoyan Shi, Jialiang Colledge of Mechanical Engineering Inner Mongolia University of Technology Hohhot China

ISBN: (纸本)9781839538360

Digital networked control systems are of growing importance in safety-critical systems and perform indispensable function in most complex systems today. Networked degradation such as transmission delay cause such systems to fail to satisfy performance requirements, and eventually affect the overall ***, it is very important to obtain a reliability evaluation model of the entire network system based on the performance of transmission links. However, the existing networked control system performance reliability evaluation models often regard the transmission links as independent, ignoring the relevance of data transmission between *** the perspective of link correlation, this paper proposes a new method of fusing data-driven and compound Archimedes Copula function modeling to analyze the reliability of networked control system performance. Finally, a networked control system example is provided to illustrate the effectiveness of the model and method. © 2022 IEEE.

关键词： Networked control systems

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control method of outlet moisture content of tobacco primary processing based on TVA-TCN-MPC 10

Control method of outlet moisture content of tobacco primary...

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10th IEEE Joint international Information Technology and Artificial Intelligence conference, ITAIC 2022

作者： Zhu, Xuejing Peng, Hui Shu, Kuiwu Key Laboratory of Networked Control Systems Chinese Academy of Sciences Shenyang China Shenyang Institute of Automation Chinese Academy of Sciences Shenyang China Institutes for Robotics and Intelligent Manufacturing Chinese Academy of Sciences Shenyang China University of Chinese Academy of Sciences Beijing China Hongta Liaoning Tobacco Industry Limited Liability Company Yingkou China

ISBN: (数字)9781665422079

ISBN: (纸本)9781665422079

The stability of outlet moisture content of primary tobacco processing is an indicator that the tobacco industry is very concerned about. In view of the problems that most of the existing control methods need to rely on artificial experience and complex mechanism modeling, a control method of outlet moisture content of tobacco primary processing based on TVA- TCN-MPC is proposed. Firstly, the TVA- TCN outlet moisture prediction model is established with the input moisture, water addition coefficient, and outlet moisture as input. Then, its output is used as the input of the objective optimization function, which is constrained by the control error and the adjustment range of the water addition coefficient, so that the control problem is transformed into the problem of solving the objective function, and the local optimal control sequence is obtained. And then continuously rolling optimization to achieve the target outlet moisture. Experiments are carried out on the actual data of cigarette factory, and the outlet moisture control algorithm based on TVA- TCN-MPC can effectively improve the stability of outlet moisture. © 2022 IEEE.

关键词： Water supply

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Implementation of Early Warning Algorithm for the Achievements of Foreign Students in Colleges and Universities Based on Grey Theory Model 3rd

Implementation of Early Warning Algorithm for the Achievemen...

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3rd EAI international conference on Application of Big Data, Blockchain, and Internet of Things for Education Informatization, BigIoT-EDU 2023

作者： Chen, Yanyu Wang, Shan International School Jinan University Guangdong Guangzhou510632 China

ISBN: (纸本)9783031631412

With the increase in the number of college graduates employed, employment data and course performance data are also increasing exponentially. Under certain circumstances, there are certain rules between these data, which have certain guiding significance for the study, graduation and employment of school students and future students. Academic early warning is an important means to strengthen school academic management, improve students’ ability of self-management and self-discipline, and form a joint management mode between schools and parents. The grey prediction model shows strong adaptability in the information mining of the laws contained in complex systems. In order to further enhance the prediction performance of the model, this paper focuses on the improvement of modeling ideas and methods, and the construction method of grey system prediction model. The results show that among the calculation students, those who have put forward early warning account for 60.33% of the students who cannot graduate normally. By collecting a variety of behavior data generated by college students in campus activities, including consumption data, access control data, Internet data, etc., a student behavior data set is constructed. It proves that the proposed method can effectively improve the accuracy of College Students’ performance early warning. © ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2024.

关键词： Students

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Attitude control of Airbag Isolation System Based on Adaptive Model Predictive control

Attitude Control of Airbag Isolation System Based on Adaptiv...

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IEEE international conference on Mechatronics, Robotics and Automation (ICMRA)

作者： Hanyan He Wenxia Xu Baocheng Yu Zhiqiang Tang Sanbao Zhu Chen Cao Wuhan Institute of Technology Wuhan China

ISBN: (数字)9798350352474

ISBN: (纸本)9798350352481

The air bag vibration isolation device has an important application in ship vibration and noise reduction. However, traditional fuzzy control has problems such as slow response and low accuracy when dealing with complex environments and multi-variable coupling. In this paper, a new method based on Adaptive Model Predictive control (AMPC) is proposed to improve the attitude control performance of the airbag isolation system. Firstly, the system is modeled and a discrete-time state space model is established. By dynamically adjusting the model parameters, the future state of the system is accurately predicted. Then, a rolling optimization MPC controller was designed to select the optimal airbag for inflating and deflating operations by using the real-time collected pressure and displacement data, so as to realize the precise control of the attitude. Experimental results show that compared with the traditional fuzzy control method, the control algorithm based on AMPC shows significant advantages in control accuracy, response speed and pressure balance. This study provides a new technical approach for the efficient control of the air bag vibration isolation system, and lays a foundation for the application of more complex ship vibration and noise reduction system in the future.

关键词： Vibrations Safety devices Adaptation models Adaptive systems Attitude control Atmospheric modeling Noise reduction Optimization Automotive components Predictive control

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Synchronization control of Nonlinear Chaotic systems with Deep Reinforcement Learning Algorithm

Synchronization Control of Nonlinear Chaotic Systems with De...

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international conference on Guidance, Navigation and control, ICGNC 2020

作者： Jia, Chenhui Gong, Qinghai Huang, Xu National Key Laboratory of Aerospace Intelligent Control Technology Beijing Aerospace Automatic Control Institute Yong Ding Str. 52 Beijing100854 China

ISBN: (纸本)9789811581540

The control of complex chaotic systems is a challenging problem due to the rapidly changing character of chaotic strange attractors. In this paper, we have presented a controller designed utilizing deep deterministic policy gradient (DDPG) method to deal with the synchronization control problems of chaotic systems. The result shows that under the effect of deep network controller, two chaotic systems with different unknown input signals can achieve synchronization. Moreover, the algorithm is robust with the changing parameters or disturbance in chaotic systems. This algorithm can be utilized in the control of complex nonlinear chaotic systems with unknown characters of disturbances. © 2022, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Reinforcement learning

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On the Simulation of Lower Order control Strategies for Higher Order systems 22

On the Simulation of Lower Order Control Strategies for High...

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IEEE Joint 22nd international Symposium on Computational Intelligence and Informatics / 8th IEEE international conference on Recent Achievements in Mechatronics, Automation, Computer Science and Robotics (CINTI-MACRo)

作者： Atinga, Awudu Bito, Janos F. Tar, Jozsef K. Obuda Univ Doctoral Sch Appl Informat & Appl Math Budapest Hungary Obuda Univ John Von Neumann Fac Informat ABC iRob Budapest Hungary Obuda Univ John Von Neumann Fac Informat ABC iRob Doctoral Sch Appl Informat & Appl Math Budapest Hungary

ISBN: (纸本)9798350398823

In model-based control of dynamical systems the order of the necessary controller is that of the time-derivative of the generalized coordinate of the system that immediately can be set by the controller. It is determined by the "physics" of the system to be controlled. In finite time-resolution approach the digital controllers model the derivatives by finite differences, and the simplest numerical integration via Euler's method also uses such differences. Whenever some fractional order derivative of the tracking error is fed back, this long memory term allows the realization of such control strategies for various integer order systems by appropriately "masking" and weighting certain elements of longer sequences. On this mathematical basis the idea of controlling a higher order system by the application of a lower order strategy can be formulated, too. The main benefit may be achieving monotonic decrease in the components of the tracking error. In this paper the first order control of a popular second order system often used for benchmark applications, the van der Pol oscillator is considered. The realization of a simple proportional feedback first order controller in two variants, and a PID-type Computed Torque control are considered in the fixed point iteration-based adaptive framework to tackle the problems caused by modeling imprecisions. The applicability and the limits of the investigated approaches are concluded.

关键词： Adaptive control Fixed Point Iteration Adaptive Deformation Abstract Rotations Fractional Order Derivaties

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