Why there is a voltage drop while connect multiple 12 V or 24 V solenoid valve with a 24 V DC adapter
As answered in the comments, your power supply is not sufficiently powerful to supply the needed current. Current required is cumulative for device's in parallel,   so you must add the needed current numbers together.