from the home improvement wikipedia page

Tim Taylor was spectacularly accident-prone as a handyman, often causing massive disasters on and off the set to the consternation of his co-workers and family...Many of Tim's accidents were caused by his devices being used in an unauthorized manner, designed in application of his mantra, "More power!". This popular mantra would not be uttered after Home Improvement's third season.