睡 'to sleep' + 莲 'lotus': many water lilies close their flowers at night and open them again in the morning, as if they slept.
mistakes
睡莲 and the lotus, 荷花, are different plants. Water lily leaves and flowers float flat on the water; lotus leaves and flowers stand well above it on tall stalks.