Pressure Prediction Study of Coal Mining Working Face Based on Nadam-LSTM
Coal mine roof accidents pose a significant threat to the safety of personnel and equipment.To mitigate these risks, this study presents an improved time-series prediction model, called Nadam-LSTM, for mining pressure data at the working face in coal mines.The Nadam-LSTM model combines long and short-term memory neural networks (LSTM) with the Nada