The famous cake my mom baked in the 80s and 90s: simple and delicious

180g sugar
200g all-purpose flour
80ml vegetable oil (or 100g softened butter)
100ml milk
1 sachet baking powder
Zest of 1 lemon (or vanilla, if desired)
Powdered sugar for garnish