Predicting the technical state of hazardous objects via simulation modeling

Nikolaychuk, Olga; Berman, Aleksandr F.; Pavlov, Alexander

doi:10.3103/s1052618817020121

Cited by 3 publications

(5 citation statements)

References 8 publications

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“…The studies of such objects are conducted by with the authors' participation over the past 15 years. To date, methodology and related knowledge bases have been developed for solving various types of problems [11] and discrete event models [12] were created.…”

Section: A Unique Mechanical Systems Descriptionmentioning

confidence: 99%

“…Each of these subtasks is determined by the selected classes of technical state dynamics (k = 1..K) for X element type and information levels (m = 1..M): (ITS11 → … → ITS1M → ITS21 →… → ITSKM) (9) For each stage of identification process an appropriate knowledge base and a variety of computing modules have to be developed. Some examples can be found in [11,12].…”

Section: A Unique Mechanical Systems Descriptionmentioning

confidence: 99%

“…The application of the proposed model-driven agentbased modeling approach for solving identification, and prediction of the UMS technical state problems can be considered as an iterative process of gradually refining the structure and behavior of ABSM elements with the ability to reuse the results of previous stages, as well as knowledge bases developed in other studies [11,12]. Let us discuss this process on the example of designing the most important element of the ABMSthe agent.…”

Section: B Agent-based Modeling Processmentioning

confidence: 99%

“…Therefore, it is reasonable to reuse the common command cycle based on the standard architecture of a single-level reactive agent: sensingcommunicatingdecision-makingacting. According to the approach, the decision-making part is implemented by agent's knowledge base (KB A ) containing rules for describing the behavior of the agent and previous results can be utilized [11,12] as the sequence of decision-making is determined by (8). The decision-making process is oriented vertically so at first all agents of A D type is acting then A AU and finally A UMS .…”

Section: B Agent-based Modeling Processmentioning

confidence: 99%

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The Agent-Based Modeling Method For The Study Of Unique Mechanical Systems

Nikolaychuk¹,

Pavlov²,

Stolbov³

2019

Proceedings of the 7th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2019)

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The article discusses the MDD related agentbased modeling method that provides a four-level representation of the model elements throughout the design process. In the proposed method it is suggested to separate the description of the agent-based simulation model (ABSM) structure and behavior into domain independent and domainspecific parts. It means that there are no predefined structures of ABSM and the experts with appropriate knowledge and skills for some specific problem areas can create them. The application of the proposed method for contingency management in critical infrastructures is shown on the illustrative example that describes ABSM development process for solving problems of the unique mechanical systems states identification and forecasting.

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Section: A Unique Mechanical Systems Descriptionmentioning

confidence: 99%

Section: A Unique Mechanical Systems Descriptionmentioning

confidence: 99%

Section: B Agent-based Modeling Processmentioning

confidence: 99%

Section: B Agent-based Modeling Processmentioning

confidence: 99%

See 2 more Smart Citations

The Agent-Based Modeling Method For The Study Of Unique Mechanical Systems

Nikolaychuk¹,

Pavlov²,

Stolbov³

2019

Proceedings of the 7th Scientific Conference on Information Technologies for Intelligent Decision Making Support (ITIDS 2019)

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“…In the production, storage, transportation, operation, or consumption goods must be safe, it. should not harm the life and health of the consumer [1][2][3]. Absolute security cannot be achieved in the operation or consumption of any goods.…”

Section: Introductionmentioning

confidence: 99%

Safety management system of machine-building production

Chistokletov¹,

Vavilin

2018

Eng. rev. (Online)

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The article is devoted to the problem of fulfilling the Customs Union technical regulations requirements. The authors have proposed a model of the safety management system of machinebuilding production. The authors offered hierarchical model of documentary information. Programs of safety was developed on various stages of product lifecycle. The rating scale of risk level was offered. The important task was solved of improvement of quality of machine-building products based on providing the requirements to its safety containing in technical regulations.

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