Firstly you need to handle the Form Key Down event and then check the event key code is equal to Keys.Escape and the in the true section you can write the form close statement.

private void Form_KeyDown(object sender, KeyEventArgs e) 
{ 
    if (e.KeyCode == Keys.Escape) 
    { 
        this.Close(); 
    } 
}