I live in a rental apartment and pay my electricity bills to the electricity company myself. Can I get tax credit for electricity?

You can get electricity tax credit based on the electricity charges you have paid, just like everyone else. The form of living does not matter in terms of getting the tax credit for electricity, it is only the electricity charges you have paid that matter.