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Number of applications: 2

development of methodological foundations for assessing the balance of complexity and interpretability of mathematical models in the analysis of data on the condition of industrial equipment
Customer

ТОО "Корпорация Казахмыс"
Decision acceptance deadline

17.03.25 (inclusive)

Form of award

in fact, within 15 working days after signing the loan agreement

Product status

Idea

Task type

ICT tasks

Сфера применения

Metallurgical industry

Область задачи

Information processing and transformation

Purpose and description of task (project)

Development of methodological foundations for assessing the balance of complexity and interpretability of mathematical models in the analysis of data on the condition of industrial equipment. The results of the balance assessment should make it possible to determine how complex the model is justified in terms of its accuracy, stability, and ability to explain its predictions. In addition, the methodology should provide tools for analyzing the profitability of implementing mathematical models, taking into account their computational costs, data requirements, and impact on production performance.

Type of product

assessment of the balance of complexity and interpretability of mathematical models in the analysis of data on the condition of industrial equipment

Problem description

The methodology should be focused on use in industrial analytics to improve process efficiency, minimize costs, and ensure the reliability of equipment.

Expected effect

I. development of methodological foundations for assessing the balance of complexity and interpretability of mathematical models in the analysis of data on the condition of industrial equipment

Full name of responsible person

Dana Bakirova

Note

it is necessary to submit a commercial offer by e-mail Dana.Bakirova@kazakhmys .kz subject to compliance with section 7 of the Technical Specification

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