I know that what I'm going to suggest is obvious - indeed so obvious that most people overlook it anyway.
Have you checked that all the terminals in the sockets and plug tops on both the extension leads and your gardening tool are tight?
We all have a tendency to assume that when we plug into an extension lead, or plug in a gardening appliance, it will work - because it did last time!
I know this sounds trite, but try it anyway before replacing anything.
Sparky201309, September 2013