The panels were found outside the Maillard Memorial Rifle Range on La Fraide Rue.
Officers think they may have come from a property with a pitched roof and say they look like they may have been screwed to a wall or ceiling.
Anyone with information is asked to call the Environmental Protection team on 441600 or email envprotection@gov.je.