Generally with screw things, some lubricant. Try WD40. Not sure if it will react to the cover material but I'd suspect not. Also trying to tighten it first can sometimes get it to loosten funnily enough. Or tap it for a bit. Maybe it'll be looser if it warmed up ?
Worst comes to worst there is always the 'hammer and buy replacement cover' method.