Should I, or anyone else, be fined for that?
I apologized when I arrived (and e-mailed as I could beforehand) because it's rude to be late for a meeting with people you are in business with, regardless of whatever monetary incentives someone wants to arbitrarily hang on that.
If you need a fine system to make that work, I'd argue you have deeper problems, problems that money isn't going to do much to solve.