You can remember the meaning of 膝盖 with this easy mnemonic:
I think I broke my knee (膝), can you give me some sort of cover so I can protect the top (盖) of my kneecap?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.