No. If you have chlorinated water, dechlorinate it first. The quick way is with a carbon filter. You can also boil it or just let it sit out uncovered 24 hrs, provided that your water treatment plant chlorinates with free chlorine (as ~85% do), and not with the stable form of chlorine, chloroamine. This cannot be boiled or evaporated out.