Collected Item: “Determining the Availability of Continuous Systems in Open Pits Using ANFIS and a Simulation Model”
Врста публикације
Рад у часопису
Верзија рада
објављена верзија
Језик рада
енглески
Аутор/и (Милан Марковић, Никола Николић)
Miljan Gomilanovic, Ugljesa Bugaric, Mirjana Bankovic, Nikola Stanic, Sasa Stepanovic
Наслов рада (Наслов - поднаслов)
Determining the Availability of Continuous Systems in Open Pits Using ANFIS and a Simulation Model
Наслов часописа
Energies
Издавач (Београд : Просвета)
MDPI AG
Година издавања
2024
Сажетак на енглеском језику
This paper presents a model for determining the availability of continuous systems at open pits using the neuro-fuzzy system. The concept of availability is divided into partial indicators (synthetic indicators and sub-indicators). The presented model in relation to already existing models for determining availability uses a combination of the advantages of artificial neural networks and fuzzy logic. The case study addressed the I ECC (bucket wheel excavator–conveyors–crushing plant) system of the open pit Drmno, Kostolac. In this paper, in addition to the ANFIS model for determining the availability of continuous systems, a simulation model was developed. The obtained results of the ANFIS model were verified with the help of a simulation model that uses certain assumptions about the distribution of failures. This paper was created as a result of several years of field and theoretical research into the availability of continuous systems in open pits, and completes a cycle that consists of several published articles on the subject of modeling the behavior of these systems in real time using a time picture of the state, expert assessment, simulation and AI models, while respecting the multidisciplinarity of the problem (mining technological, mechanical, and information technological aspects). The developed ANFIS model is a key instrument for improving operational efficiency and resource management in the mining sector. Its ability to accurately predict the availability of the ECC system brings not only operational benefits through reduced downtime and optimized maintenance, but also a potential reduction in overall costs at coal open pits. Such an innovative model marks a significant step forward in the mining industry, especially when it comes to continuous systems in coal open pits.
Волумен/том или годиште часописа
17
Број часописа
5
Укупан број страна рада (уколико не постоји пагинација)
25
DOI број
10.3390/en17051138
ISSN број часописа
1996-1073
Кључне речи на српском (одвојене знаком ", ")
ugalj, BTD sistem, površinski kopovi, raspoloživost, ANFIS, simulacija
Кључне речи на енглеском (одвојене знаком ", ")
coal, ECC system, open pits, availability, ANFIS, simulation
Линк
https://www.mdpi.com/1996-1073/17/5/1138/pdf
Шира категорија рада према правилнику МПНТ
M20
Ужа категорија рада према правилнику МПНТ
М23
Степен доступности
Отворени приступ
Лиценца
Creative Commons – Attribution 4.0 International
Формат дигиталног објекта
.pdf