“The high permeability distributed photovoltaic access to the distribution network has led to problems such as power forwarding and voltage out of limit. This paper introduces its research progress in the field of distribution network optimization. The team has established a unified model with multi port power routers and explored an improved black hole optimization algorithm to provide solutions to the problem of photovoltaic distribution network power flow optimization.”