Colorado Convention Center, 700 14th Street, Denver, CO, Booth 2227
MINEXCHANGE 2023 SME Annual Conference & Expo is the only conference dedicated to all disciplines of mining engineering. Featuring a wide variety of technical sessions and speakers combined with our expansive exhibit hall, MINEXCHANGE attracts thousands of mining professionals from around the world.
Opportunities to Use Natural Language Processing to Improve Maintenance Management on Mine Sites
Ash Agarwal, CEO, Symboticware
Miners rely on various maintenance analysis techniques, including root cause analysis, failure mode, effect and critical analysis, and others, to improve their maintenance management process. However, the maintenance logs are usually recorded in natural language, and their processing and conversion into standardized format are not practical due to the high associated cost. Natural language processing technologies and AI can enable better access to maintenance data. In the presentation, we will cover opportunities to use AI to convert natural language records into machine-readabledata and augment it with actionable insights related to survivability analysisand risk assessment and discuss the experience of conducting algorithm trials on mine sites.