I see Aid items like Bitter Drink has a HP + 2(18) effect. Does that mean my Hit Points are raised two points for 18 seconds? Or is it some kind of multiplier to somthing? I never could understand the mathmatics behind RPG video games...

It means it restores 2 points of HP every second for 18 seconds.