Associative Search and Wavelet Analysis Techniques in System Identification

Bakhtadze, Natalia; Lototsky, Vladimir A.; Власов, С. А.; Sakrutina, Ekaterina

doi:10.3182/20120711-3-be-2027.00221

Cited by 20 publications

(3 citation statements)

References 4 publications

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“…In papers [2][3][4], an approach to form the support on decision making on the control is proposed, based on dynamic modeling the associative search procedure. Results of adoption of the associative search algorithms developed by the authors for industrial processes of the chemical and petroleum manufacturing, processes of control in intelligent power networks (smart grids), trading processes, transport logistic processes.…”

Section: The Associative Search Methodsmentioning

confidence: 99%

Wavelet-based identification and control of variable structure systems

Bakhtadze

Sakrutina

2016

2016 International Siberian Conference on Control and Communications (SIBCON)

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Information models found a wide application in advanced control systems, decision making systems, play a fundamental role in any activity concerned with the signal processing process. In the paper, information identification models in variable structure control systems are considered; a methodology of the synthesis of a variable structure control system is presented, as well issues of the stability of a model built by use of the associative search are considered, in the aspect of the spectrum analysis of the multi-scale wavelet expansion.

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Section: The Associative Search Methodsmentioning

confidence: 99%

Wavelet-based identification and control of variable structure systems

Bakhtadze

Sakrutina

2016

2016 International Siberian Conference on Control and Communications (SIBCON)

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“…Knowledge refers to the laws that are extracted from data analysis and refined as information accumulates [5].…”

Section: Introductionmentioning

confidence: 99%

Predictive Models for Agricultural Management

Bakhtadze¹,

Maximov²,

Maximova³

et al. 2021

IJESD

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This paper is devoted to the development of predictive models for decision support systems applied in precision farming. Application of predictive models makes it possible to use resources effectively, which reduces the cost of production and increases the efficiency of agricultural production. In addition, the forecast makes it possible to reach a long-term agronomic and ecological effect due to more careful tillage and reduced use of fertilizers. The algorithms using knowledge base for creating models of grain yield are described and the results of applying these models are presented.

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“…Recently, new information technologies and intellectual methods of analysis have become more and more popular (Pavon-Pulido et al, 2017;Biomax, 2018;IBM, 2018). An alternative could be the development of information systems and so-called soft sensors -virtual analyzer to build a predictive model of indicators for the fields of land, based on the intelligent analysis of already available measurement of current and historical data and knowledge base Bakhtadze et al, 2007Bakhtadze et al, , 2012Bakhtadze et al, , 2015.…”

Section: Introductionmentioning

confidence: 99%

Innovation and Knowledge Management in Precision Farming

Bakhtadze

Maximov

Donchan³

et al. 2019

12th IADIS International Conference Information Systems 2019

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This paper is devoted to the development of information systems for precision farming, which make it possible to use fertilizer and fuel more efficiently on the basis of information technologies and intelligent predictive models, which reduces the cost of production and increases the efficiency of agricultural production. In addition, a long-term agronomic and ecological effect can be achieved due to more careful tillage and reduced use of nitrogen fertilizers. Description of the creating a knowledge base and models of grain yield depending on the mode of mineral fertilizer application based on intelligent associative search algorithms describes.

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Associative Search and Wavelet Analysis Techniques in System Identification

Cited by 20 publications

References 4 publications

Wavelet-based identification and control of variable structure systems

Wavelet-based identification and control of variable structure systems

Predictive Models for Agricultural Management

Innovation and Knowledge Management in Precision Farming

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