While there is no direct, native Tagalog equivalent, the English word "refrigerator" is commonly used and understood.
You might also hear "palamigin" (which means "to cool") used in the context of referring to a refrigerator. For example, "Ilalagay ko sa palamigin ang mga pagkain" (I will put the food in the refrigerator).