You can remember the meaning of 等于 with this easy mnemonic:
Wait (等), if we take three apples from (于) five apples, that equals one apple left, right?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.