You can remember the meaning of 平静 with this easy mnemonic:
I always feel so tranquil when I'm laying flat (平) on the floor and listening to calm (静) music.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.