Fast quality control of natural gas for commercial supply and transport utilities

•A quality procedure to determine the composition of natural gas was developed.•Production samples instead of synthetic mixtures yielded accurate predictions.•Selectivity ratio and iPLS were selected among five variable selection procedures.•The prediction errors and limits of detection halved those previously published.