Weighted ensembles of artificial neural networks based on Gaussian mixture modeling for truck productivity prediction at openpit mines
- Organization:
- Society for Mining, Metallurgy & Exploration
- Pages:
- 2
- File Size:
- 229 KB
- Publication Date:
- Jun 1, 2023
Abstract
This study used artificial neural networks (ANNs) coupled with Gaussian mixture modeling (GMM) to analyze truck haulage data from openpit mines. The proposed weighted ensemble models performed better than benchmark models in predicting truck productivity, providing a new means of solving complex data and improving mine planning and decision-making.
Citation
APA: (2023) Weighted ensembles of artificial neural networks based on Gaussian mixture modeling for truck productivity prediction at openpit mines
MLA: Weighted ensembles of artificial neural networks based on Gaussian mixture modeling for truck productivity prediction at openpit mines. Society for Mining, Metallurgy & Exploration, 2023.