in some occasion,both are same:cheap.i guess you already know.but when they are used in evaluation ,便宜 can be applied in food,and some other goods ,however,廉价 dose not often emerge in describe food.(这家餐厅很便宜,他们的菜很便宜:the restaurant is cheap,and their dishes are cheap.) 廉价 low price:廉价商品(goods),这件衣服廉价出售(this cloths is selling at low price)well,you can interpret that 便宜 is more likely something have low value,then sell cheap,廉价 on the other hand means something is worthy ,but have no other choice to lower price ...the single word 廉 sometimes gose with 洁(廉洁),on their opposite,it is corruption.so 廉洁means clean hands (为官清正廉洁:to be a clean hands and honest government officer.)
i want to talk more about 便宜(不要贪小便宜 ,否则你会因小失大)do not take little advantage,otherwise you will lose more ) ....at last 便宜can be pronunced( bian yi) mean easy and convenient.