You can remember the meaning of 走开 with this easy mnemonic:
Sorry to leave early, but I have to walk (走) home to open (开) the door for my brother. He forgot his keys.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.