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Application of SSA-Fuzzy-PID in Liquid Level control systems 11

Application of SSA-Fuzzy-PID in Liquid Level Control Systems

引用

11th Joint international Information Technology and Artificial Intelligence conference, ITAIC 2023

作者： Meng, Fansen Qi, Jianguang School of Information Science and Engineering Dalian Polytechnic University Dalian China

ISBN: (纸本)9798350333664

In industrial production, multi-capacity water tank level system as a typical control object, many controlled objects can be treated as a whole or locally as the mathematical model of multi-capacity water tank, which is very representative. The paper takes the double-capacity water tank as the control object, and by studying the working principle and dynamic characteristics of the automatic liquid level control system, the traditional PID control, though simple and easy to realize, performs poorly in dealing with uncertainty. In order to better find the optimal PID parameters from the complex nonlinear relationship, a PID controller combining SSA and mode Fuzzy-PID controller is adopted, namely SSA-Fuzzy-PID controller. Simulation modeling is built based on Simulink, and this controller is applied to the liquid level control system and compared with the traditional PID controller in the liquid level control system for simulation experiments. The simulation results show that the SSA-Fuzzy-PID controller has faster response speed, better robustness, can effectively suppress external disturbances, and realize faster and more accurate liquid level control. © 2023 IEEE.

关键词： Fuzzy control Liquid level control multi-capacity tank PID Simulink SSA

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Development of multiparametric optical assay for on-line environmental control

Development of multiparametric optical assay for on-line env...

引用

conference on Remote Sensing of Vegetation and Water, and Standardization of Remote Sensing Methods

作者： Bezrukova, AG St. Petersburg State Technical Univ. (Russia)

ISBN: (纸本)0819425281

Multiparametric optical assay (MOA) can provide further progress in studies and control of natural disperse systems (DS) such as water and air. MOA includes the nondistructive analysis of DS by different optical methods such as refractometry, absorption. fluorescence. light scattering (integral and differential, static and dynamic. unpolarized and polarized). Taking into account an optical theory and modern technologies of data interpretation can help to elaborate methods for on-line optical control of complex DS. it is in accordance with fiber optics development. Bank of optical data for DS (BODDS) is an informative base of MOA. The goal of BODDS is computer processing of DS analysis, systematization, statistical study of data and solving of inverse physical problems by different ways. At the analysis of unknown polycomponent DS. for example, water with dangerous impurities of oil. bacteria or viruses. etc. the comparison of measured parameters with known one can help us to identify the unknown system.

关键词： optical methods disperse systems on-line control water air

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Multi-Agent Economic modeling Automation Technologies 9

Multi-Agent Economic Modeling Automation Technologies

引用

9th international conference on control, Decision and Information Technologies, CoDIT 2023

作者： Zhukova, Aleksandra A. Pilnik, Nikolai P. Kamenev, Ivan G. Iusup-Akhunov, Batyrzhan B. Federal Research Center 'Computer Science and Control' of the Russian Academy of Sciences Department of Mathematical Modelling in Economic Social and Ecological Systems Vavilov st. 44 building 2 Moscow119333 Russia Federal Research Center 'Computer Science and Control' of the Russian Academy of Sciences Department of Mathematical Modelling of Economic Systems Vavilov st. 44 building 2 Moscow119333 Russia Hse University Faculty of Economic Sciences Department of Applied Economics Pokrovsky Bulvar 11 Moscow109028 Russia Fsbeihe Bauman Moscow State Technical University Department of Fundamental Sciences-11 2nd Baumanskaya street 5-1 Moscow05005 Russia The Phystech School of Applied Mathematics and Informatics Moscow Institute of Physics and Technology 9 Institutskiy per. Moscow Region Dolgoprudny141701 Russia

ISBN: (纸本)9798350311402

complex economic models often describe the agent's decisions, i.e. choice of some controlled variables in accordance with criteria set by agents. Unlike purely statistical ones, agent-based models allow to describe processes with different modes, in which the agent's behavior changes quali-tatively when the environment (including the actions of other agents) change. The practical use of mathematical models of complex systems with a number of interacting agents is limited by complexity of their construction and possible errors when dealing with multitude of expressions. Computer tools, such as the 'Ecomod' system discussed in the article, can substantially reduce the time spent on model creation and processing, and help to coordinate the work of several researchers on the model. © 2023 IEEE.

关键词： Autonomous agents

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Model-Free Predictive Current control for Induction Motor Drive Using Recursive Least Squares Algorithm 2

Model-Free Predictive Current Control for Induction Motor Dr...

引用

2nd international conference on Power, Electrical, Electronics and Industrial Applications, PEEIACON 2024

作者： Hossen, Md. Belal Habibullah, Md. Rafiq, Md. Abdur Khulna University of Engineering & Technology Dept. of Electrical and Electronic Engineering Khulna9203 Bangladesh

ISBN: (纸本)9798331517984

A conventional model predictive current control (MPCC) scheme for an induction motor (IM) drive performs as an effective controller at dynamic and steady-state conditions. However, the performance of this control scheme is highly dependent on the mismatch in the motor parameters. In addition, the modeling knowledge of the IM and its accurate parameters measurement are required in the controller. In this paper, a new model-free PCC (MF-PCC) scheme has been proposed to overcome the aforementioned problems. The proposed scheme uses an auto-regressive exogenous (ARX) model instead of the motor model to form a model-free controller. The ARX model works only on the motor's input-output transfer function. The unknown coefficients or parameters in the ARX model are estimated by using a recursive least squares algorithm. To obtain an accurate prediction, an ARX structure has been modified into an observable canonical state-space model. Simulation results show that the proposed control scheme is robust against motor parameters mismatch under different operating conditions in comparison with the conventional MPCC scheme. © 2024 IEEE.

关键词： Predictive control systems

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ELECTROMAGNETIC PROCESSING OF METAL AS COUPLING OF MULTI-PHYSICS PHENOMENA 14

ELECTROMAGNETIC PROCESSING OF METAL AS COUPLING OF MULTI-PHY...

引用

14th international conference on Computational Plasticity, Fundamentals and Applications (COMPLAS)

作者： Demidovich, Victor B. Tchmilenko, Fedor V. Perevalov, Yuri Yu. Rastvorova, Irina I. St Petersburg Electrotech Univ LETI Prof Popov 5 St Petersburg Russia St Petersburg Min Univ 21 Line2 St Petersburg Russia

ISBN: (纸本)9788494690969

Effective numerical models of induction heat treatment are developed. They include two-dimensional modeling of coupling electromagnetic and temperature fields in cylindrical systems for processing of tubes and rolls. Also thermal tension during heating and cooling of tubes and rolls are simulated. These data allow defining structure, hardness, the size of grain and other properties of the tubes and rolls. They allow optimizing design and a choice of equipment, a heat treatment mode for the purpose of achievement of the maximum quality and minimization of energy consumption. The developed two-dimensional models were used not only for the design of induction heat treatment systems of tubes and rolls, but also for a digital control of these complexes.

关键词： Coupled Electromagnetic and Temperature Fields Multiphysics problems Induction heating Electromagnetic processing of metals

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Cooperative approach towards the solution of complex decision problems in energy management and electricity networks

Cooperative approach towards the solution of complex decisio...

引用

Proceedings of the 12th international conference on Electricity Distribution

作者： Corera, J. Laresgoiti, I. Cockburn, D. Cross, A. Iberdrola Spain

ISBN: (纸本)0852965656

This paper presents the experience of lberdrola (Spain) and EA Technology (UK)in the development and use of expert systems applied to the control/supervision of electricity networks. The need to expand the scope of their existing stand-alone expert system by integrating new information and new capabilities has moved these two companies to enter the emerging area of Distributed Artificial Intelligence (DAI),joining forces in the ESPRIT project ARCHON the objective of which is to produce a general framework for cooperating expert systems. The main objectives of the lberdrola application are disturbance detection, identification of permanent faults, evaluation of network status, preparation of a restoration plan and tracking of network evolution. The EA Technology application integrates fault diagnosis both at high and low voltage, security analysis, generation of safe switching schedules, lighting detection and collates information between these individual systems. Both applications are structured as a set of semiautonomous heterogeneous agents.

关键词： Energy management

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Comparative Analysis of Wire Grid Scatterers with Different Cells Using MoM and Pulse Basis Functions

Comparative Analysis of Wire Grid Scatterers with Different ...

引用

2024 international conference on Engineering Management of Communication and Technology, EMCTECH 2024

作者： Dang, Tuan Phuong Alhaj Hasan, Adnan F. Gazizov, Talgat R. Tomsk State University of Control Systems and Radioelectronics Department of Television and Control Tomsk Russia

ISBN: (纸本)9798331507909

modeling scattering structures of various shapes using the method of moments (MoM) with wire grid (WG) models remains crucial in contemporary research. Although many publications focus on WG models constructed with square cells, there are also alternative cell shapes available. Until now, however, there has been a lack of comprehensive performance comparisons across these different cell types especially using MoM with pulse basis functions (PBF). This work addresses this gap by simulating flat plate scatterers using MoM with PBF with various WG cell shapes, including square, rhombus, right triangle, hexagonal, and triangular RWG cells. The results demonstrated that cells with simpler geometries, such as squares and rhombuses, provide higher accuracy, whereas cells with more complex shapes tend to yield lower accuracy. © 2024 IEEE.

关键词： Radar cross section

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Automatic control System of Heterophase Waste Management Using Gas-Contact Technologies

Automatic Control System of Heterophase Waste Management Usi...

引用

international conference on complex systems: control and modeling problems

作者： Danila Zelentsov Zulfiya Kamaldinova Konstantin Chertes Samara State Technical University SamaraRussia

ISBN: (纸本)9781728167015

The implementation of projects for the system of supply and distribution of air in waste management has shown the need to create a mathematical model that would describe in general terms the behavior of gas flows under natural aeration and forced aeration in heterophase media (arrays of different nature). This model would be a necessary addition to chemical kinetics models describing the process of biodegradation of organic matter. One of the criteria for this process is temperature and time characteristics, its relationship with the degree of oxidation of organic matter, accumulation of organic carbon, carbon dioxide content, etc. If we know the nature of temperature changes over time, it is possible in the first approximation to control the course of the process by adjusting the air supply, the intensity of mixing, the degree of moisture, the additional introduction of multifunctional additives, etc. The paper describes the automated waste management system using gas-contact technologies. Gas flow management requires consideration of a huge number of parameters, besides the ones listed above, as well as the creation of generalized criteria for assessing the state of the system. These parameters are classified into the following groups: mechanical (strength), water-filtration and air-filtration, temperature, as well as chemical and biological, and summarized in a multidimensional data file. However, not all of the parameters included in the listed groups are central to the creation of generalized criteria for the choice of technology. Therefore, the decision maker (DM) indicates which parameters are more important and which are not, that is, selects the levels (you can choose different ones each time depending on the situation). To make the right decision when assigning a level, there must be an adequate control algorithm. Based on this algorithm, the automated system should allow one to process a large amount of data and suggest a solution. Then the automated cont

关键词： additives air pollution carbon compounds environmental degradation filtration waste management Waste Management carbon compounds degradation of the environment Additives Filtration Automatic control systems Air contamination control action mixing intensity choice of technology control systems

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Robust extraction of text from camera images

Robust extraction of text from camera images

引用

ICDAR2009 - 10th international conference on Document Analysis and Recognition

作者： Chowdhury, S.P. Dhar, S. Das, A.K. Chanda, B. McMenemy, K. Intelligent Systems and Control QUB United Kingdom S/W Engineer Videonetics India CST Dept. BESU India ECS Unit ISI India

ISBN: (纸本)9780769537252

Text within a camera grabbed image can contain a huge amount of meta data about that scene. Such meta data can be useful for identification, indexing and retrieval purposes. Detection of coloured scene text is a new challenge for all camera based images. Common problems for text extraction from camera based images are the lack of prior knowledge of any kind of text features such as colour, font, size and orientation. In this paper we propose a new algorithm for the extraction of text from an image which can overcome these problems. In addition, problems due to an unconstrained complex background in the scene has also been addressed. Here a new technique is applied to determine the discrete edges around the text boundaries. A novel methodology is also proposed to extract the text exploiting its appearance in terms of colour and spatial distribution. © 2009 IEEE.

关键词： Metadata

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Computational Models For Life Sciences - CMLS '07: 2007 international Symposium on Computational Models of Life Sciences

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2007年

作者： Tuan D Pham Tuan Duy Pham Xiaobo Zhou

ISBN: (纸本)9780735404663

All papers have been peer-reviewed. This conference aims to bring biologists, medical and health-science researchers together with computational scientists to focus on problems at the frontier of computational life sciences. The conference proceedings consists of research papers addressing novel applications of computer, physical, engineering and mathematical models for solving modern challenging problems in life sciences. Topics include image analysis, computer vision, pattern analysis and classification, information visualization, signal processing, control theory, information theory, statistical analysis, numerical analysis, fractals and chaos, optimization, simulation and modeling, computational intelligence methods, machine learning, data mining, decision support systems, database integration and management.

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