A strip is fed a rolling stand of a multi-stand rolling mill with a known inlet thickness and exits with a strip thickness. In the panel, an upper substrate and a lower substrate are opposed to each other and have a plurality of discharge cells therebetween. The feature-object database may have quantized selected features as keys. In another embodiment, the substance or compound decomposes at least one matter in the outgassing.