Coal classification method based on visible-infrared spectroscopy and an improved multilayer extreme learning machine

•We proposed a new IAM-ELM neural network algorithm.•We proposed a rapid coal classification method.•Our method has the advantage of economy, speed and accuracy.•Our method has important practical application value.