Absolutely you can. There’s truly nothing better than fresh orange juice, especially when it's made at home and not store-bought.
Citrus juicers are designed to work with all types of citrus fruit, oranges included. They are great for the job because they separate the pulp and discard the peel, making the orange to juice process ridiculously simple.