You can remember the meaning of 费城 with this easy mnemonic:
Philadelphia is not a cheap place, I always end up spending (费) more than I want in this city (城).
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.