You can remember the meaning of 无能为力 with this easy mnemonic:
No (无), he is not capable (能) of doing (为) that. He's impotent, and doesn't have the power (力) even to open a water bottle.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.