Not bad voltage.....too much current. The fuel pump is drawing more current than the relay can pass and the contacts get burned and eventully fail. Look for cause of fuel pump working too hard. Possible plugged fuel filter issue or perhaps the fuel pump itself is at the end of it's life.

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