when I connect external esata HDD, do I need to provide external power to the HDD?

thanks,

... yes, you must use a usb or an external power supply for the power, as a normal esata will only offer data transmission.
There are special power-over-esata connectors (actually merging a esata with a usb plug), but the box just has normal usb / esata connectors ...