I don't know if there's a problem with the transformer.
If there is they have a limited lifespan because they can deteriorate over time.
If there is a problem with the transformers then they will need to be replaced.
Their lifespan depends on how much they are used and their overall quality - you get what you pay for.
Had they all stopped working at the same time and if they are all wired in a radial I would have suggested there is a break in the circuit and I would check for a voltage at the last light on the circuit then work back towards the ones that work, but you seem to think the transformers are all at fault.
Adam
May 2009