Abstract
Data is one of the most critical decision-making tools for the success of production in mine operations. In order to maximize the efficiency of operational activities, it is critical for businesses to collect and analyze this data and then implement the necessary measures based on this data. Even though each operation has unique characteristics, it is crucial to assess how well production activities are performing. Modern technology has made automated data collection possible through many new methods, and mining operations are now utilizing these new approaches. Telemetry systems and GPS have become widely used technologies for equipment tracking and dispatching in recent years. However, the use of these systems requires OEM or retrofit devices, which requires a certain amount of hardware and extra cost. Especially in recent years, due to the widespread use of camera systems in mines, different information such as traffic, road conditions, equipment status can be extracted with cameras without the need for any extra hardware installation. Computer vision algorithms can be used to understand the data generated by the cameras used in these mining operations and to measure critical indicators for operations in real time. This paper presents a digital mine management system based on the analysis of camera data with deep learning for the monitoring and management of operational performance indicators in mining.
Translated title of the contribution | THE USE OF COMPUTER VISION TECHNOLOGY IN MINE OPERATIONS MANAGEMENT |
---|---|
Original language | Turkish |
Title of host publication | IMCET 2023 - Proceedings of the 28th International Mining Congress and Exhibition of Turkey |
Editors | N. Emre Altun, Nuray Demirel, Mustafa Erkayaoglu, Onur Golbasi, Uyesi Ahmet Gunes Yardimci, Asli Ulusoy Tasar, Karden Buyuktanir Aktar, Hazal Melis Aytac |
Publisher | Baski |
Pages | 466-474 |
Number of pages | 9 |
ISBN (Electronic) | 9786050115895 |
Publication status | Published - 2023 |
Event | 28th International Mining Congress and Exhibition of Turkiye, IMCET 2023 - Antalya, Turkey Duration: 28 Nov 2023 → 1 Dec 2023 |
Publication series
Name | IMCET 2023 - Proceedings of the 28th International Mining Congress and Exhibition of Turkey |
---|
Conference
Conference | 28th International Mining Congress and Exhibition of Turkiye, IMCET 2023 |
---|---|
Country/Territory | Turkey |
City | Antalya |
Period | 28/11/23 → 1/12/23 |
Bibliographical note
Publisher Copyright:© 2023 IMCET 2023 - Proceedings of the 28th International Mining Congress and Exhibition of Turkey. All rights reserved.