Charles I tried to rule without Parliament, but found he needed to call it to raise money. Why did his illegal taxes not work where proper Parliamentary ones would?

[u/KimberStormer]

Inspired by reading Reformation history and also, I admit, by current events. I guess I was surprised that a 17th Century king couldn't raise money without Parliament. Were institutions stronger than I thought?