Oct 13, 2023 · An early warning model for coal and gas outburst based on the combination of the hunter-prey optimization algorithm and BiLSTM (HPO-BiLSTM) was established.

An early warning model for coal and gas outburst based on the combination of the Hunter-prey Optimization algorithm and BiLSTM (HPO-BiLSTM) was established. The ...

An early warning model for coal and gas outburst based on the combination of the hunter-prey optimization algorithm and BiLSTM (HPO-BiLSTM) was established. The ...

Peng J., Shiliang S., Shi X. Research on Early Warning of Coal and Gas Outburst Based on HPO-BiLSTM // IEEE Transactions on Instrumentation and Measurement.

An intelligent prediction model for coal and gas outburst based on data mining was established, principles for dividing risk levels of coal and gas outbursts ...

Works (3) ; Research on Early Warning of Coal and Gas Outburst Based on HPO-BiLSTM. IEEE Transactions on Instrumentation and Measurement. 2023 | Journal article.

Aug 22, 2024 · In the field of predicting coal and gas outbursts, methods such as machine learning and deep learning have been widely explored, resulting in ...

Research on Early Warning of Coal and Gas Outburst Based on HPO-BiLSTM · Peng JiShiliang ShiXingyu Shi. Environmental Science, Engineering. IEEE Transactions on ...

Addressing common challenges such as limited indicators, poor adaptability, and imprecise modeling in gas pre-warning systems for driving faces, this study ...

This study proposes a hybrid predictive and pre-warning model grounded in time-series analysis. The aim is to tackle the effects of broad application across ...