Using Artificial Intelligence and 3D Imaging to Provide Real-time Particle Size Analysis on Haul Trucks

International Society of Explosives Engineers
Saman Nouranian Glen Turner Frank Chu Saeed Karimifard Caitlin McKinnon Shahram Tafazoli Bahram Sameti Tetiana Konstantynivska
Organization:
International Society of Explosives Engineers
Pages:
11
File Size:
2372 KB
Publication Date:
Feb 1, 2020

Abstract

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We propose a particle size analysis solution for haul trucks that does not impact current operational workflows. Using artificial intelligence (AI) and 3D imaging technology, our solution reliably localizes and identifies haul trucks as they drive by, then accurately calculates the particle size distribution of the visible material in each truck load. In this paper, we identify the challenges of designing and implementing the proposed solution and explain the strategies we employ to overcome these. We also discuss a method for boulder detection that leverages the existing deep learning architecture to significantly reduce crusher downtime caused by oversized rocks
Citation

APA: Saman Nouranian Glen Turner Frank Chu Saeed Karimifard Caitlin McKinnon Shahram Tafazoli Bahram Sameti Tetiana Konstantynivska  (2020)  Using Artificial Intelligence and 3D Imaging to Provide Real-time Particle Size Analysis on Haul Trucks

MLA: Saman Nouranian Glen Turner Frank Chu Saeed Karimifard Caitlin McKinnon Shahram Tafazoli Bahram Sameti Tetiana Konstantynivska Using Artificial Intelligence and 3D Imaging to Provide Real-time Particle Size Analysis on Haul Trucks . International Society of Explosives Engineers, 2020.

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