炉灶 (stove/hearth) is the center of the traditional Chinese household -
分家 (splitting the family) literally meant setting up a new
灶. So
另起炉灶 carries connotations of independence and a clean break, with both positive (autonomy) and negative (abandoning the old unit) flavors depending on context.