Didn’t he blame himself for her death because it supposedly happened because he had to go on the road again in order to pay for his debts?
I do suspect financial losses were a big contributor -- but part of it wasn't just that he lost _his_ money, but also his wife's inheritance. Of course, even aside from this money-losing invention, they were quite the profligate spenders.