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You should never overcharge batteries, but some rechargeable batteries are likely to develop a memory effect if they are not fully cycled (taken to full charge, and allowed to run down to zero charge). If you do overcharge a battery, many types of batteries are then likely to explode - so you definitely should not be doing that.This is not true of all rechargeable batteries.This is true of Nickel Cadmium batteries (which are now being phased out because of concerns over the disposal of cadmium), and to a slightly lesser extent with Nickel Metal Hydride batteries.Lithium Ion batteries, which have been taking over from Nickel Metal hydride batteries have virtually no memory effect.Lead acid batteries (as used in cars, and many power tools) not only do not need full cycle charge and discharge, but can be substantially damaged (at least insofar as forshortening their life) if allowed to ever fully discharge.One of the other problems with Nickel Metal Hydride batteries is there tendency to self discharge (hence the need for a full recharge on initial purchase). There are new types of Nickel Metal Hydride batteries now on the market that are supposed not to have such a serious self discharge problem (being able to hold about 70% of their charge for at least a year), and I am not sure how well these batteries also fare with regard to the memory effect.