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No. 1242Problem statementManufacturing and materials

Using AI/ML and Space Technology to Identify Manganese Reserves and Overcome Production Shortfalls.

Source

Source summary

MOIL proposes combining AI/ML with geological, production, equipment and satellite-derived data to estimate manganese reserves and anticipate production shortfalls. Weather, soil moisture, vegetation and land temperature are among the suggested spatial inputs. A dashboard should connect reserve estimates, production trends and risks such as equipment downtime or operational delays with corrective planning recommendations. These remain estimates and proposed decisions, not confirmed reserves or guaranteed supply.