You can remember the meaning of 单独 with this easy mnemonic:
Being single (单) is not that bad. Being alone (独) doesn't mean being lonely.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.