Why won't my DS 3 controllers charge?

I have tried with 4 different controllers.  The 4 red lights blink as if they were charging, but even after “charging” overnight, the controllers won’t turn on.  They have gone 4 months without use prior to my discovery that they would not charge.  I cant’ even play the game with the charging cord attached.

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