#early warning

1posts

  1. Can We Spot NOx Spikes in Electric Arc Furnaces Before They Happen?
    Can a NOx surge in a ferroalloy electric furnace be detected in advance from process data alone? This post examines the performance and limitations of an LSTM autoencoder, trained only on normal operation, in picking out signals five minutes before a surge.
    Manufacturing System Analytics2026-10-09#electric furnace#nitrogen oxides#early warning#anomaly detection#autoencoder#imbalanced data

Keywords

#electric furnace1#nitrogen oxides1#anomaly detection1#autoencoder1#imbalanced data1