Yes ....I found this on ebay and it's actually less expensive than a straight transformer because of free shipping $ 102.93 ...Power Bright 3000W Step Up Down Voltage Transformer | eBay ... That will get you the voltage you need providing the breaker won't trip (most circuits for 120 volts are rated for 20 amp). If you never run the device at max speed you are plugging into the 220 then you may be OK.

Too bad you don't have window air conditioners in your apt ... most of them are 220 volts.

Good luck