I don't know anything about ginger... but in general, plants need lots of sun to flower, and many won't flower at all indoors. My next-door neighbor has ginger in an outdoor shady spot and it won't flower. Try moving it outdoors in summer - at least during the daytime, not sure how cold your summer nights get, but they probably don't tolerate frost.