Artificial Intelligence Model for Prediction of Local and Main FALL in caving Panel of Bord and Pillar Method of Mining

Depillaring with caving method of mining is a common practice in Indian coalfields and so the occurrence fall goaf area, which can be considered as boon disguise it allows wining coal from large reserves but this becomes curse just because its unpredicted occurrence. Various empirical statistical models are developed after idealization several complicated mechanisms they not able to predict roof accurately especially panels. Therefore, new approach based on Artificial Intelligence used sequence local main panel taking into account host geotechnical parameters mine. Mathematical equations hidden calculations artificial neural networks known have capability learning analyzing records endlessly. Two different been deployed optimal hyper parameter optimization characterize nature (local or main) considerable reliable accuracy.