In the bowl of an electric mixer (with a dough hook attachment), mix together the warm water, brown sugar, olive oil, and yeast (you might need to use a whisk to ensure that everything combines together well). Let is sit for at least 5 minutes, until yeast begins to activate and foam.
Slowly add the flour, dried oregano, and garlic powder (on low speed!), until fully incorporated and a soft dough is formed. NOTE: if dough is too sticky, add 1/2 cup of additional flour at a time).
Now, increase the speed to medium-high and knead the dough for about 5 minutes in the mixer.
Once done, add the dough onto a floured surface and slightly roll out the dough until it’s flat enough to form a flat circle the rest of the way with your hands, about 11 inches in diameter. Lightly grease your pizza pan with extra virgin olive oil and place dough on one end of pan, evenly pressing it and flattening it out to fit the entire pan. Gently use your finger to stretch dough until pan is fully covered and gently pinch the edges of the dough together to form the crust.