Algorithms for the Synthesis of a Neural Network Regulator for Control of Dynamic Objects

Igamberdiev, H. Z.; Botirov, T. V.

doi:10.1007/978-3-030-68004-6_60

Cited by 13 publications

(12 citation statements)

References 6 publications

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“…Thus, the statement about the need to create a database for all available coals and the development of an algorithm for using this database to configure detectors can be considered fair. The next step in creating an artificial intelligence system to prevent spontaneous combustion of coal should be the organization of information exchange between producers, consumers, coal custodians and other interested enterprises [26][27][28][29][30][31][32][33][34][35][36][37].…”

Section: System For the Prevention Of Spontaneous Combustion Of Coal ...mentioning

confidence: 99%

Use of artificial intelligence to prevent spontaneous combustion of coal

Timofeeva,

Smirnov,

Boboev

et al. 2023

E3S Web Conf.

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The expediency of using artificial intelligence has been repeatedly confirmed by successful practical solutions in various fields of human activity, including in the field of security. The article considers the possibility of creating a distributed artificial intelligence system designed to prevent spontaneous combustion of coal in the places of its extraction, storage, transportation, as well as processing or burning. The system is a software and hardware complex, which includes research laboratories, equipment manufacturers and protected facilities. The algorithm of operation of both the system as a whole and its individual elements is proposed. The algorithm of operation of individual elements is based on the design of a specialized fire detector developed and patented by the authors and in accordance with the laws of the development of the processes of selfheating and spontaneous combustion of coal.

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Section: System For the Prevention Of Spontaneous Combustion Of Coal ...mentioning

confidence: 99%

Use of artificial intelligence to prevent spontaneous combustion of coal

Timofeeva,

Smirnov,

Boboev

et al. 2023

E3S Web Conf.

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“…From this model, you can see that the quantization errors will go through the same circuits as the pulse and input signals. characteristics that correspond to noise sources will coincide with the impulse parameters in the entire filter and, accordingly, Let us find the quantization noise of the order, the general structural scheme of which is shown, taking into account the sources of quantization noise е 1 () and е 2 () will pass through the same chains, so that the parameters for them will coincide with and; chains of passage of input signals and pulse [13].…”

Section: Main Partmentioning

confidence: 99%

Algorithmic Methods for Increasing the Metrological Characteristics of Information-Measuring Systems

Jumaev

Sayfulin

Shermurodova

et al. 2022

Physics

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Algorithmic methods for eliminating interference that affect the accuracy of measuring input signals in measuring channels are considered. Methods for input and processing of signals in the form of currents and voltages in analog modules of measuring channels of the control system are presented. It also considers some ways to improve the classical algorithms of adaptive control implemented on the basis of digital technology, taking into account the conditions for ensuring the stability of a discrete control system.

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“…Measuring sensors are connected to the ADC input of the system using analog switches assembled on MOSFETs. Parallel signals from sensors according to the established priority are entered sequentially and, if necessary, parallel data input is carried out according to a predetermined algorithm [4].…”

Section: Main Partmentioning

confidence: 99%

Microprocessor Analog I/O Modules

Jumaev

Pulatov

Turaev

et al. 2022

Physics

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The article considers the possibilities of algorithmic solutions when creating interfaces based on microcontrollers, which make it possible to reduce the number of mandatory procedures in the organization of multiplex channels with galvanic isolation. The issues of elimination of interferences that affect the accuracy of measuring input signals in the measuring channels are considered. Methods for input and processing of signals in the form of currents and voltages in analog modules of measuring channels of the control system are presented.

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Algorithms for the Synthesis of a Neural Network Regulator for Control of Dynamic Objects

Cited by 13 publications

References 6 publications

Use of artificial intelligence to prevent spontaneous combustion of coal

Use of artificial intelligence to prevent spontaneous combustion of coal

Algorithmic Methods for Increasing the Metrological Characteristics of Information-Measuring Systems

Microprocessor Analog I/O Modules

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