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AI-based Power Transformer Condition Assessment

AI-based Power Transformer Condition Assessment

引用

2022 International Conference on Information Science and Communications Technologies, ICISCT 2022

作者： Rakhimov, Mekhriddin Abdurakhmanov, Dias Tashkent University of Information Technologies Named after Muhammad Al-Khwarizmi Department of Artificial Intelligence Tashkent Uzbekistan Tashkent University of Information Technologies Named after Muhammad Al-Khwarizmi Department of System and Application Programming Tashkent Uzbekistan

ISBN: (纸本)9781665472296

Diagnostics of electrical equipment today is one of the main 'devices' for assessing its technical condition and allows you to predict its service life (residual resource), which is an a priori task for such strategically important facilities as power transformer. Over the past decade, the understanding of the economic feasibility of technical diagnostics and condition assessment of electrical equipment has increased for many reasons. Therefore, determining which transformers require the most attention can be an extremely difficult task. Condition assessment and data analysis based on artificial intelligence is of great importance for improving the completeness, efficiency and accuracy of the state assessment. Artificial intelligence technologies, such as machine learning, are among the most effective that can be used to solve the problems of assessing the condition of power transformers. K-nearest neighbors (KNN) algorithm is a simple, easy-to-implement supervised machine learning algorithm that can be used to solve a binary classification. This paper presents the selection of important technical indicators of the transformer and the implementation of the KNN algorithm that aims to improve the accuracy of the binary classification. © 2022 IEEE.

关键词： Power transformers

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Methodology of Information Security Risk Assessment of Electronic Resources under Unauthorized Access Threats 15

Methodology of Information Security Risk Assessment of Elect...

引用

15th International Scientific and Practical Conference on Environment. Technology. Resources, ETR 2024

作者： Kerimov, Komil Azizova, Zarina Department of System and Applied Programming Tashkent University of Information Technologies Named after Muhammad al-Khwarizmi Tashkent Uzbekistan Department of Information Security Tashkent University of Information Technologies Named after Muhammad al-Khwarizmi Tashkent Uzbekistan

ISBN: (纸本)9781713899570

The article proposes a methodology for assessing the risk of information security of a computer network based on the results of the analysis of vulnerability attributes and protection attributes of information system elements, as well as security attributes of information system elements. According to the results of the research the space of information protection signs is formed. The results of the analysis of possible variants of threats of unauthorized access to electronic resources of the computer network, as well as solutions to reduce the risks of information security are given. Quantitative indicators of the results of the application of the proposed methodology to assess the risk of threats of unauthorized access to electronic resources of the computer network confirm the effectiveness of the proposed methodology, which can be used to improve the level of protection of electronic resources in organizations. © 2024 Komil Kerimov, Zarina Azizova.

关键词： Computer networks

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Artificial Intelligence in Medicine for Chronic Disease Classification Using Machine Learning 16

Artificial Intelligence in Medicine for Chronic Disease Clas...

引用

16th IEEE International Conference on Application of Information and Communication Technologies, AICT 2022

作者： Rakhimov, Mekhriddin Akhmadjonov, Ravshanjon Javliev, Shahzod Tashkent University of Information Technologies Named after Muhammad Al-Khwarizmi Department of Artificial Intelligence Tashkent Uzbekistan Tashkent University of Information Technologies Named after Muhammad Al-Khwarizmi Department of System and Application Programming Tashkent Uzbekistan Tashkent University of Information Technologies Named after Muhammad Al-Khwarizmi Department of Computer System Tashkent Uzbekistan

ISBN: (纸本)9781665451628

Artificial intelligence (AI) systems in medicine are one of the most important modern trends in global healthcare. Artificial intelligence technologies are fundamentally changing the global healthcare system, making it possible to radically rebuild the system of medical diagnostics while reducing healthcare costs. AI is actively used in research to develop methods for diagnosing coronary heart disease (CHD). There are different types of CHD. Before treating a disease, it is necessary to determine which class of diseases it belongs to. Based on the feature space of the disease, it is possible to classify the type of CHD. Machine learning algorithms can solve this problem. The k-nearest neighbors (KNN) algorithm is a simple, easy-to-implement supervised machine learning algorithm that can be used to solve classification problems. The dataset is the more important part of the supervised machine learning algorithm for training. Gathering data is the most important step in solving any supervised machine learning problem. But choosing more important part from the collected data is one of the tasks to be solved. The main purpose of this study is to select more useful parametric attributes from the dataset to obtain a high F1-score of CHD classification. © 2022 IEEE.

关键词： Diseases

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Reconfigurable Model-Based Test Program Generator for Microprocessors

Reconfigurable Model-Based Test Program Generator for Microp...

引用

IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW

作者： Alexander Kamkin Eugene Kornykhin Dmitry Vorobyev Software Engineering Department Institute for System Programming Russian Academy of Sciences Moscow Russia

Automatic generation and simulation of test programs is known to be the main means for verifying microprocessors. The problem is that test program generators for new designs are often developed from scratch with little reuse of well-tried components. State-of-the-art tools, like Genesys-Pro and RAVEN, meet the challenge by using a model-based approach, where a microprocessor model is separated from a platform-independent generation core. However, there is still a problem. Developing a microprocessor model is rather difficult and usually requires deep knowledge of the inner-core structure and interfaces. In this paper, we describe a concept of a reconfigurable test program generator being customized with the help of architecture specifications and configuration files, which describe parameters of the microprocessor subsystems (pipeline, memory, and others). The suggested approach eases the model development and makes it possible to apply the model-based testing in the early design stages when the microprocessor architecture is frequently modified.

关键词： Microprocessors Generators Automatic programming Microarchitecture Registers Pipelines Computer architecture

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Keyterm extraction from microblogs' messages using Wikipedia-based keyphraseness measure

Keyterm extraction from microblogs' messages using Wikipedia...

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International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT)

作者： Anton Korshunov Information Systems Department The Institute for System Programming Russian Academy of Sciences Moscow Russia

The paper describes a method for keyterm extraction from messages of microblogs. The described approach utilizes the information obtained by the analysis of structure and content of Wikipedia. The algorithm is based on computation of “keyphraseness” measure for each term, i.e. an estimation of probability that it can be selected as a key in the text. The experimental study of the proposed technique demonstrated satisfactory results which significantly outpaces analogues. As a demonstration of possible application of the algorithm, the prototype of context-sensitive advertising system has been implemented. This system is able to obtain the descriptions of the goods relevant to the found keyterms from Amazon online store. Several suggestions are also made on how to utilize the information obtained by the analysis of Twitter messages in different auxiliary services.

关键词： Twitter Internet Blogs Encyclopedias Electronic publishing Databases

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Analysis and Automation of Business Processes of Mass Events Using Situational Management Methodology

Analysis and Automation of Business Processes of Mass Events...

引用

IEEE Conference on Quality Management, Transport and Information Security, Information Technologies (IT&MQ&IS)

作者： Mikhail A. Afanasev Mark S. Kliachin Diana V. Demidko Department of Information System Management and Programming Plekhanov Russian University of Economics Moscow Russia

ISBN: (纸本)9781538667583

In a modern world, organization of mass events of various kinds is rapidly becoming ever more popular. Organization of any event requires a serious preparation and considerable amount of various resources. Organizers ever more frequently conclude that they need to use information systems for preparation and delivery of such events. This paper describes the process automation experience for planning and conduct of an annual event during a period of several years.

关键词： Automation Information systems Organizations Planning Databases Kernel

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About an autonomous adaptive control methodology

About an autonomous adaptive control methodology

引用

IEEE International Symposium on Intelligent Control (ISIC)

作者： A.A. Zhdanov Simulation Systems Department Institute for System Programming Russian Academy of Science Moscow Russia

We present the basis of the original autonomous adaptive control (AAC) methodology. It is an approach to the design of intelligent systems that simulate structure and functions of the nervous system and brain. The AAC methodology idea is that structure and functions of the nervous system are forced to follow the control system conditions at an initial moment. The initial conditions are: (a) the control system (CS) is a discrete device; (b) the CS is located inside of the controlled object; (c) the CS has minimum initial knowledge. We briefly described the AAC CS structure and functions. The AAC CS can be made, for example, in neural networks form.

关键词： Adaptive control Control systems Nervous system Intelligent systems Organisms Brain modeling Electronic mail World Wide Web Intelligent structures Force control

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Coverage-directed verification of microprocessor units based on cycle-accurate contract specifications

Coverage-directed verification of microprocessor units based...

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East-West Design & Test Symposium (EWDTS)

作者： Alexander Kamkin Software Engineering Department Institute for System Programming of Russian Academy of Sciences Moscow Russia

In this paper we describe a method for simulation-based verification of microprocessor units based on cycle-accurate contract specifications. Such specifications describe behavior of a unit in the form of preconditions and postconditions of microoperations. Test sequence generation is based on traversal of FSM constructed automatically from specifications and test coverage definition. We have successfully applied the method to several units of the industrial MIPS64-compatible microprocessor.

关键词： Microprocessors Contracts Automation Program processors Computer architecture Algorithm design and analysis Computational modeling

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New visual interface for engineering use case models 00

New visual interface for engineering use case models

引用

IEEE International Conference on Automated Software Engineering (ASE)

作者： N. Mansurov D. Vasura Department for CASE tools Institute for System Programming Russian Academy Of Science Moscow Russia

ISBN: (纸本)9780769507101

This paper describes a new approach to visualization of scenarios within the use case-based engineering of functional requirements-the so-called video camera metaphor. The video camera metaphor facilitates involvement of business people, customers, problem domain experts and other non-technical stakeholders into capturing and validating formal requirements models. The key tool, supporting the video camera metaphor is the so-called interface editor which allows to draft the prototype user interface and automatically generates a user-friendly front-end to the set of formal modelling tools. The essence of the video camera interface is to associate sequences of events on a UML sequence diagram or an ITU-T message sequence chart with sequences of activations of the elements of the generated user interface. The video camera interface allows capturing scenarios through direct activation of both the input and the output elements of the generated user interface. The generated user interface is also used to replay scenarios for validation purposes.

关键词： Computer aided software engineering User interfaces Cameras Design engineering Unified modeling language Power system modeling Visualization system testing Prototypes Power engineering and energy

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Design and Implementation of an EMG-based system for Monitoring and Help Request

Design and Implementation of an EMG-based System for Monitor...

引用

2022 International Conference on Smart systems and Power Management, IC2SPM 2022

作者： Zeine, Carla Daou, Roy Abi Zeid Telawi, Samer Boercsoek, Josef Hayek, Ali Haidar, Gaby Abou University of Kassel Faculty of Electrical Engineering /Computer Science Department of Computer Architecture and System Programming Kassel Germany Lebanese German University Faculty of Public Health Jounieh Department of Computer Architecture and System Programming Biomedical Technologies Department Jounieh Lebanon Université la Sagesse Faculty of Engineering Furn El Chebbak Mechatronics Department Beirut Lebanon University of Applied Science Hamm-Lippstadt Department Lippstadt 2 Hardware Engineering Marker Allee 76-78 Hamm59063 Germany American University of Science and Technology Faculty of Engineering Zahle Lebanon

ISBN: (数字)9781665452915

ISBN: (纸本)9781665452915

Integrating electrophysiological signals in larger systems is getting wider due to the fact that such modalities facilitate the daily tasks of users. However, the high cost of monitoring systems (e.g., oscilloscopes) limits the testing and analysis of the acquired signal from such noisy systems (i. e., electrophysiological devices). The proposed system is a part of a larger proj ect that deals with the identification of sign language movements through the use of Muscle-Computer Interfaces. On one hand, the user is able to display the signal acquired by the electrodes on an LCD screen. On the other hand, the system helps a mute patient to issue a special message to his surrounding environment that does not know the sign language to ask for help. The second feature is not unique, as it can be replaced by any other application based on the user's needs. The system was tested on several persons, and the results are promising. © 2022 IEEE.

关键词： Liquid crystal displays

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