TOKYO—Japanese manufacturers are doing more assembly jobs by hand in an effort to slash power consumption in the face of possible electric shortages.

When it comes to manufacturing, the best assembly process in the world can still fall prey to such prosaic constraints as operator fatigue, inattentiveness, time pressure, and plain-old carelessness.