Development and application of a web system to improve the professional training of specialists in the automation and informatization of food production

Blagoveshchenskaya, Margarita M.; Полевщиков, Иван Сергеевич; Ponasenkov, Egor R.; Kravchenko, Rostislav A.

doi:10.1063/5.0135984

Cited by 4 publications

(4 citation statements)

References 7 publications

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“…The works [1,9,10] described the concept, models and algorithms of an intelligent training complex for training engineering specialists (in particular, students in areas of training in the field of automation, information, robotization). Specific features of this intelligent training complex, which help to increase the level of formation of knowledge and skills among specialists and reduce the labor intensity of organizing the educational process, are: setting up exercises by the teacher, automatic generation of individual exercise options for each student, automatic evaluation of the results of the exercises.…”

Section: Algorithms For Evaluating Graphical Models Of Optimization P...mentioning

confidence: 99%

Automated evaluation models and algorithms for optimizing exercise assessments in food production training complexes

Polevshchikov,

Litvinova

2024

ITM Web Conf.

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The article is devoted to the development of models and algorithms of intelligent training complexes for training engineering specialists in the food industry. A method has been developed for comprehensive assessment of the quality of performing exercises on optimization problems in virtual environment. The method differs from the known ones in many parameters that determine the structure and specificity of these problems. It is formalized based on of fuzzy sets that describe incomplete knowledge when comparing the mathematical model of the problem created by the student with the reference one. The use of intelligent training complexes, in the software of which the presented method is implemented, will allow for ongoing monitoring and self-monitoring of students’ knowledge and skills when studying disciplines in the field of developing software for automated control systems for production processes. The use of intelligent training complexes ensures the collection and analysis of data on the dynamics in the formation of professional knowledge and skills among students in the development of mathematical software for automated control systems. Accordingly, the time for conducting control activities for the teacher is reduced, and the accuracy of the results of monitoring the formation of knowledge and skills among students is increased.

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Section: Algorithms For Evaluating Graphical Models Of Optimization P...mentioning

confidence: 99%

Automated evaluation models and algorithms for optimizing exercise assessments in food production training complexes

Polevshchikov,

Litvinova

2024

ITM Web Conf.

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“…5, the setting of the task evaluation process, which determines the features of comparing the student's diagram and the reference diagram (the evaluation settings determine the consideration of partially correct solution of the task), and the setting of the palette of elements for building the diagram (the palette settings affect the level of difficulty of building the diagram, increase/decrease the number of elements available to the student for building the diagram). An alternative to the presented exercise of developing a Use Case diagram based on a specific food-related subject area is the automatic generation of a diagram for each student [14] based on additional settings of the diagram template by the instructor (similar to Fig. 1).…”

Section: Exercises To Develop Visual Models Of Systems and Processesmentioning

confidence: 99%

Automated systems and processes visual modelling skills control in training engineering specialists with simulator complex

Polevshchikov,

Blagoveshchensky

2023

E3S Web Conf.

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The article presents the prototype of the computer simulator complex (CSC) developed for automated control of visual modelling skills of systems and processes in the training of engineering specialists in the field of food production. With the use of CSC, it is possible for teachers to create and students to perform exercises on analysing and building diagrams in various standards (in particular, UML). The key functionalities of CSC are: setting up exercises on analysis and construction of visual models by the instructor; formation of individual variants of exercises in accordance with the instructor's settings; execution of exercises by the student in a special interface, including the use of a graphical editor for building diagrams; automatic formation of a reference solution of the exercise and evaluation of the students' solution in accordance with the reference. The CSC prototype, implemented in the form of a web-based system, is used in Russian Biotechnological University when training students in the field of development of automated control systems for food production. The application of CSC simplifies the processes of knowledge control, collection and analysis of data on knowledge control, which contributes to the improvement of learning outcomes of specialists.

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“…Currently the use of automated information systems (AIS) of various classes, based on methods of optimization, management, and intelligent technologies [1][2][3], is an important component of successful production for food industry enterprises.…”

Section: Introductionmentioning

confidence: 99%

“…The use of computer training complexes (CTC) and other similar training tools shows their effectiveness for training specialists in various fields of modern activity (in particular, in the technical field) [4,5]. The creation of a new CTC includes the development of models and algorithms within the relevant subject area [2,3]. It is worth highlighting examples of successful experience in using CTC for training operators of complex technological processes [6,7].…”

Section: Introductionmentioning

confidence: 99%

Modeling optimization problems when training engineering specialists using intelligent training systems

Polevshchikov,

Blagoveshchensky

2024

E3S Web Conf.

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The article is devoted to the development of computer training tools for engineering specialists in the food industry. A method has been developed for modeling optimization problems for exercises in an intelligent training complex when training engineering specialists. The method differs from the known ones in many parameters that determine the properties of the optimization problems being studied for simulating these problems in the virtual environment. A method has been developed for modeling the complexity levels of exercises in intelligent training complex based on the parameters of optimization problems for adaptive training of specialists. The method differs from the known ones by using a dynamic set of parameters that determine the complexity of the structure of the optimization problem in the exercise, the complexity of the process of performing the exercise based on the properties of the simulated problem. The obtained research results in a practical aspect make it possible to create universal intelligent training complex for modeling optimization problems by production processes, considering the specifics of these tasks, instead of creating a new training complex for each topic or discipline being studied, which helps reduce the labor intensity of creating training courses for training specialists.

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Development and application of a web system to improve the professional training of specialists in the automation and informatization of food production

Cited by 4 publications

References 7 publications

Automated evaluation models and algorithms for optimizing exercise assessments in food production training complexes

Automated evaluation models and algorithms for optimizing exercise assessments in food production training complexes

Automated systems and processes visual modelling skills control in training engineering specialists with simulator complex

Modeling optimization problems when training engineering specialists using intelligent training systems

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