multi - dimensional battery networks are presented that are intrinsically superior to the standard battery networks that are currently being used in electric vehicle applications . the higher dimensional battery networks are more stable against failures in individual batteries . the networks can be implemented using li - ion batteries and enhance the lifetime of battery networks , which is critically important , for example in automotive applications .