Collected Item: “Hybrid Model for Optimisation of Waste Dump Design and Site Selection in Open Pit Mining”
Врста публикације
Рад у часопису
Верзија рада
објављена верзија
Језик рада
енглески
Аутор/и (Милан Марковић, Никола Николић)
Aleksandar Doderovic, Svetozar-Milan Doderovic, Sasa Stepanovic, Mirjana Bankovic, Dejan Stevanovic
Наслов рада (Наслов - поднаслов)
Hybrid Model for Optimisation of Waste Dump Design and Site Selection in Open Pit Mining
Наслов часописа
Minerals
Издавач (Београд : Просвета)
MDPI AG
Година издавања
2023
Сажетак на енглеском језику
Waste management is an unavoidable technological operation in the process of raw material extraction. The main characteristic of this technological operation is the handling of large quantities of waste material, which can amount to several hundred million cubic metres. At the same time, this operation must comply with all administrative and environmental standards. Therefore, optimising waste rock management (particularly haulage and dumping) has the potential to significantly improve the overall value of the project. This paper presents a hybrid model for the optimisation of waste dump design and site selection. The model is based on different mathematical methods (Monte Carlo simulation, genetic algorithm, analytic hierarchy process and heuristic methods) adapted to different aspects of the problem. The main objective of the model is to provide a solution (in analytical and graphical form) for the draft waste dump design, on the basis of which the final waste dump design can be defined. The functioning of the model is verified using an example of an existing open pit. In the case study, 2250 members of the initial population (different waste dump variants) were generated, and a total of 110 optimised solutions were obtained using 15 optimisations. The solution with the best value of the objective function is adopted, and the final waste dump design is created.
Волумен/том или годиште часописа
13
Број часописа
11
Укупан број страна рада (уколико не постоји пагинација)
22
DOI број
10.3390/min13111401
ISSN број часописа
2075-163X
Кључне речи на српском (одвојене знаком ", ")
projektovanje odlagališta i izbor lokacije, hibridni model, optimizacija, genetski algoritam
Кључне речи на енглеском (одвојене знаком ", ")
waste dump design and site selection, hybrid model, optimisation, genetic algorithm
Линк
https://www.mdpi.com/2075-163X/13/11/1401/pdf
Шира категорија рада према правилнику МПНТ
M20
Ужа категорија рада према правилнику МПНТ
М22
Степен доступности
Отворени приступ
Лиценца
Creative Commons – Attribution-No Derivative Works 4.0 International
Формат дигиталног објекта
.pdf