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Network and Non-Network Dynamic SPICE-Models in Organization systems

Network and Non-Network Dynamic SPICE-Models in Organization...

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international conference on control systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)

作者： Olga Gorbaneva Institute for Mathematics Mechanics and Computer Science Southern Federal University Rostov-on-Don Russia

ISBN: (数字)9798331532178

ISBN: (纸本)9798331532185

In the article the results of the study of dynamic SPICE-models in various organization systems are described. SPICE models are used to solve problems in the fields of politics, education, the location of a store chain, attracting investors into production and public-private partnership projects, and for the regional development of macroregion.

关键词： Automation Education Production Organizations SPICE control systems Mathematical models Energy efficiency

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Method of Successive Approximations for Optimal control under Uncertainty of Initial Data: An Interval Approach

Method of Successive Approximations for Optimal Control unde...

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international conference on control systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)

作者： Sofia Mustafina Elvira Gizzatova Tatiana Mikhaylova Department of Mathematical and Computer Modeling Ufa University of Science and Technology Ufa Russia

ISBN: (数字)9798331532178

ISBN: (纸本)9798331532185

This article discusses the development of an interval algorithm based on the method of successive approximations for solving optimal control problems under uncertainty of initial data. To achieve this goal, interval analysis methods are applied, allowing for the consideration of variations in system parameters. A numerical implementation of the algorithm is provided, along with a description of a computational experiment using a model example. The results demonstrate that the proposed method can construct confidence intervals for the solutions to the optimal control problem, making it useful for practical applications in situations with uncertainty in initial parameters.

关键词： Uncertainty Computational modeling Decision making Optimal control Process control Approximation algorithms Mathematical models Energy efficiency Numerical models Reliability

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Analysis of Approaches to Automation of Problem Structure Identification

Analysis of Approaches to Automation of Problem Structure Id...

引用

international conference on control systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)

作者： Sergey Listopad Igor Kirikov KB FRCCSCRAS Kaliningrad Russia

ISBN: (数字)9798331532178

ISBN: (纸本)9798331532185

The paper is devoted to the analysis of automatic and automated decomposition methods for their possible use in constructing methods for identifying the structure of dynamic weakly formalizable problems in artificial synergetic intelligence systems and, in particular, hybrid intelligent multi-agent systems. For this purpose, the paper presents the conceptual model of the problem, and analyzes five groups of automatic decomposition methods. A conclusion is made about the need to integrate existing decomposition methods and the prospects of the generative agent approach for developing methods for identifying the problem structure. The creation of such methods will significantly reduce labor costs for constructing synergetic intelligence systems for solving practical problems.

关键词： Analytical models Automation Costs control systems Mathematical models Energy efficiency Multi-agent systems

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Identifying real-world problems with automated vehicles by detecting behavioral differences in steering movements between the human driver and machine 28

Identifying real-world problems with automated vehicles by d...

引用

Joint conference of the IEEE 28th international conference on Engineering, Technology and Innovation (ICE/ITMC) / 31st conference of the international-Association-for-Management-of-Technology (IAMOT)

作者： Schwarz, Di Manuel Rolland, Luc Johnston, James Bruce Univ West Scotland Sch Comp Engn & Phys Sci Paisley PA1 2BE Renfrew Scotland Univ West Scotland Sch Business & Enterprise Management Informat & New Technol Paisley PA1 2BE Renfrew Scotland

ISBN: (纸本)9781665488174

In recent years, the validation of automated features in vehicles has become more extensive and complex than initially anticipated. Unfortunately, reality has caught up with the original optimism and enthusiasm that envisaged fully automated vehicles on the roads by 2020. The development of vehicles that can operate fully autonomously, without human intervention, worldwide in all environmental conditions remains an open problem and still requires some development effort. The preparation of an approach for certification and validation of autonomous car systems completely independent from the vehicles control system themselves remains a significant problem. To validate the safety of the systems, this work introduces the Shadow System (SS), an original and novel system that allows the detection and handling of problems in automated vehicles under real conditions. The method uses the human driver as a reference to verify the safe operation of a vehicle. A way to measure behavioral differences for steering movements is presented using a specially developed component called the Shadow Steering Wheel (SSW). This enables the steering movements of the human driver and automated vehicle to be measured independently. The proposed system is based on non-intrusive techniques. With the presented method, safety-critical and problematic traffic scenarios can be objectively identified in real time under real conditions during the validation phase and safely corrected by the human driver.

关键词： autonomous vehicles safety-critical scenarios real-world testing human behavior difference detection

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Digital Clones at the Adaptable control in the Agricultural Biotechnology

Digital Clones at the Adaptable Control in the Agricultural ...

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2023 international Russian Smart Industry conference, SmartIndustryCon 2023

作者： Ivashchuk, Olga A. Fedorov, Vyacheslav I. Berezhnoy, Vladislav A. Belgorod State National Research University Institute of Engineering Technology and Natural Sciences Dept of Information and Robotic Systems Belgorod Russia

ISBN: (纸本)9781665464291

In the article, results of the development of methods, models, and hardware/software solutions for creating and actualization of digital clones of crops with the complex structure in the form of a complex of 3D models are presented that ensure the possibility to perform virtual biological experiments consisting in the cultivation of agricultural plants in the context of in vitro conditions (in a test glass) with evaluation and forecasting of parameters that have an effect for the further field setting and adaptation of plants in conditions of the outdoor bed, and prevailing natural environment and climatic factors. For the segmentation of the plant using methods of machine learning, a segmenting neuron net with the U2-Net architecture was used. Good results of learning were obtained. A prototype of an automated installation has been developed that makes it possible to perform the complete cycle of the digital phenotyping and the analysis of obtained results based on digital clones of plants and implementation of the virtual process of in vitro cultivation. The obtained complex makes it possible to perform studies in that the microclimate inside of the test glass will not be disrupted;the data registration process is accelerated essentially;the human factor and the subjectivity are excluded during measurements. The knowledge base has been created that includes 792 units of 3D models for six crop species. © 2023 IEEE.

关键词： 3D modeling

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Combat Intention Recognition of Aerial Battlefield Targets Based on LSTM 3rd

Combat Intention Recognition of Aerial Battlefield Targets B...

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3rd international conference on Autonomous Unmanned systems, ICAUS 2023

作者： Xu, Hongfeng Zhao, Jiajia Zhang, Hang Jiang, Jixiang Chen, Linxiu Science and Technology on Complex System Control and Intelligent Agent Cooperation Laboratory Beijing100074 China

ISBN: (纸本)9789819710867

In the course of military operations, the battlefield situation changes rapidly, and the combat time is fleeting. How to quickly and accurately identify the enemy’s combat intention is one of the important preconditions to ensure the commander’s correct command decision and obtain the initiative in the battlefield. In this paper, aiming at the problems of low accuracy and insufficient algorithm robustness of traditional target combat intention recognition methods in air battlefield, a combat intention recognition method based on LSTM is proposed according to the characteristics of sequence and multi-dimension of target characteristic data. Based on the historical and current state characteristics, electromagnetic characteristics and action characteristics of the target obtained by the sensor, the method uses the LSTM network to build the target combat intention recognition model, and learns the changes of the target characteristics through the network model to realize the target combat intention recognition. Simulation results show that the proposed method can effectively improve the accuracy of target combat intention recognition. © Beijing HIWING Scientific and Technological Information Institute 2024.

关键词： Military operations

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Digital infrastructure development for semiconductor devices controlling for electric power complex

Digital infrastructure development for semiconductor devices...

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international Youth conference on Radio Electronics, Electrical and Power Engineering (REEPE)

作者： Maria I. Fedorova Ivan I. Zhuravlev Denis P. Khmelyuk Andrey E. Bannov Igor B. Yakovlev Department of Industrial Electronics National Research University "MPEI" Moscow Russian Federation

This paper is devoted to studying effects of digital control systems implementation in the electric power industry infrastructure for synchronized operation of power electronics devices. The problems of designing this type of digital infrastructure to realize synchronous control of power electronics semiconductor devices within a single power system are described. The main kinds of power electronics devices that can function in one electric power complex are studied. The operation principle of main kinds of semiconductor power devices, their technical parameters, and an effect on an electrical network are investigated. The concept of a digital control system for energy infrastructure operation is proposed. Structure, functions, and operation algorithms of such kind of digital control system are considered. A computer model of an electric power system consisting of several power electronics devices is realized in MATLAB Simulink. In addition, a digital infrastructure prototype (console software) to control this model is created.

关键词： Digital control Semiconductor device modeling Computational modeling Power electronics Mathematical models Power systems Synchronization

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Converter Averaging Approach for modeling a Residential Supply Subsystem 17

Converter Averaging Approach for Modeling a Residential Supp...

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17th IEEE international conference on Compatibility, Power Electronics and Power Engineering, CPE-POWERENG 2023

作者： Martinez-Caballero, Luis Kot, Radek Milczarek, Adam Malinowski, Mariusz Warsaw University of Technology Institute of Control and Industrial Electronics Warsaw Poland

ISBN: (纸本)9798350300048

Residential Supply Subsystems (RSSs) are part of the local grid developed to integrate and manage Renewable Energy Sources (RES) and energy storage (ES) by utilization of the Power Electronics Converters (PECs). PECs used in RSS must be designed and evaluated for different operating conditions, including specified hardware and advanced control algorithms. At the beginning of the designing process, simulation tools allow for testing many aspects without carrying the costs of manufacturing prototypes. Depending on factors like the number of internal components of the model, their complexity, and time constants under consideration, a simulation can require a significant amount of computing power and time. This is especially important for inherently cross-domain systems, with time constants varying significantly between domains, likewise for multiple PECs cooperating and controlled by one complex control platform. Therefore, it is necessary to devise models appropriate for the scenario to be studied. In this work, the large-signal averaging technique has been used to an RSS model and simulate its dynamics compared to the full-switching approach. In the analyzed system, the integration of a photovoltaic (PV) array and ES connected to a three-phase, four-wire grid, all with dedicated PECs and a local asymmetrical load, have been included. Different modes of operation are considered: charging/discharging modes of the ES, and maximum power point tracking (MPPT), both under unbalanced load conditions. A comparison of simulation times is performed for the switching, and the averaged models and the benefits of each modeling technique are summarized. © 2023 IEEE.

关键词： Energy storage

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Interdependent distinguishing sensors applied to dispatch control in the poultry industry 15

Interdependent distinguishing sensors applied to dispatch co...

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15th IEEE international conference on Industry Applications, INDUSCON 2023

作者： Valentini, João H. Rosa, Marcelo Leal, André B. Teixeira, Marcelo The Department of Informatics UTFPR Pato Branco Brazil The Department of Electrical Engineering UDESC Joinville Brazil

ISBN: (纸本)9798350314182

A distinguishing sensor is a formal mechanism that details the occurrence of certain events in a Discrete Event System (DES) according to the context they originate from, which aims to simplify design tasks. Sometimes, however, a distinction by a sensor may depend on another distinction, provided by another sensor, in a context dependency chain. In this case, the sensor itself becomes complex to be designed, affecting the entire control synthesis and the correct-by-construction controllers programming. This paper shows how multiple interdependent distinguishing sensors can be designed and integrated within the same DES scope. The approach is illustrated by a real process that corresponds to the dispatch flow of a poultry company. Two interdependent sensors are added to the shipping lines to automate the context-based separation of packaging. Such a solution would be unfeasible to be programmed manually, considering its chained combination of events. ©2023 IEEE.

关键词： automation context-dependent systems discrete event systems Distinguishing sensors modeling

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Industrial control System Cybersecurity Assessment Handling Delay Estimation

Industrial Control System Cybersecurity Assessment Handling ...

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international Russian Automation conference (RusAutoCon)

作者： Baybulatov, A. A. Promyslov, V. G. Russian Acad Sci VA Trapeznikov Inst Control Sci 65 Profsoyuznaya St Moscow 117997 Russia

ISBN: (纸本)9783030942021;9783030942014

Nowadays, industrial control systems are becoming more digital, more complex, and more interconnected causing growing anxiety about their safety, security, and especially cybersecurity. For dealing with all security problems including cybersecurity assessment, security programs are utilized where the properties of confidentiality and integrity are characterized in detail. But the availability attribute often suffers due to a lack of attention, which makes the assessment of availability grow into one of the thorniest issues. The article investigates cybersecurity in the industrial control systems context, clarifies the great value of availability, and explains a reasonable shift between cybersecurity and availability assessment problems. A delay of the signal transmission is discovered to be a suitable measure of the quantitative availability assessment, and a theory of deterministic queuing systems Network calculus is advocated to be a relevant tool for the delay estimation and availability modelling. A reference model for the availability assessment and also an appropriate metric based on delay and system dependency are proposed. The results of the verification of the applicability of Network calculus to solving the delay estimation and cybersecurity assessment problems are presented.

关键词： Cybersecurity Availability Industrial control system Delay Measure Metric Network calculus

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