In a medium sauce pan, bring the water, sugar, and lemon juice to a gentle simmer until the sugar dissolves.
Add the peaches and lemon peel. Reduce the heat so the liquid barely simmers. Poach for 8–15 minutes, depending on ripeness. Turn the peaches occasionally so they cook evenly.
Remove peaches with a slotted spoon and let them cool slightly and remove the skin.