Possibly, but it is actually not the nozzles that are damaged here, it is the carriage/printhead pcb.
I would be leery of any refurbished part. Epson printheads are not user serviceable and are not available for purchase to you, only by authorized service centers, so anything you could buy yourself online is either generic or rebuilt. Regardless, even if you do replace it (which is not a simple repair) it will not extend the life of the printer significantly, so I would still strongly lean toward a new printer at this point. And looking around even the heads for this model that are the right part are still $90, more than a new printer.
If looking for a replacement, I’d still recommend any of the Epson workforce series printers. They tend to be very reliable, are easy to set up and use, have good print quality, and reasonably priced ink. Example: http://amzn.to/29wF4OP or http://amzn.to/2d145Do
Note that these, like all consumer grade inkjet printers, are designed to be low cost and are essentially disposable after a few years, subsidized by the high cost of ink cartridges. If you wish to have a better quality and longer lasting printer, that comes with years worth of ink up front, consider the Epson ecotank models instead: http://amzn.to/1PpOj0C
Alternately, for a more business/commercial grade product that will be rated for a 5 year life, consider a laser printer. Lasers cost more up front also, but a toner cartridge can last for thousands of pages. A black only all in one laser is around $125: http://amzn.to/1JSHOlQ
while a color model is about twice that: http://amzn.to/1n4I7Q5