The school site was originally the Imperial Pavilion of Zhucheng Ancient Temple. War of Resistance against Japanese Aggression period, in order to avoid the Japanese bombing, temporarily moved to the suburbs, and then moved back. Among them, the most representative is the private straight school period, which was co-founded by three famous people in the democratic revolution period of this province: Tang, Hua Zhihong and Ren Kecheng. During the period of 1923, the world powers supported warlords in various places to carve up China, and people of insight were angry for saving the nation. In order to reflect this indomitable spirit of struggle, the fine tradition of Chinese civilization that "every man has a responsibility, and the country will dominate" and the original intention of "saving the country through education", the school was named "Knowing School". It means that school education "takes saving the nation for survival as the avenue (the highest ideal)". The name of "Tao" comes from Confucius' famous saying: "Take Tao as the purpose, rely on morality, rely on benevolence and travel with art". Where is the ambition: to establish a heart for heaven and earth, to establish a life for the people, to link the past with the future, and to create peace for all generations. 1947, the school built the "Three Teachers' Hall" to remember their school achievements.

Since the reform and opening up, with the great attention and strong support of party committees and governments at all levels, the people of the whole province have "worked with one heart and one mind to meet difficulties" and the education and teaching work of the school has made great progress. Especially since the new curriculum reform, Fushenglu Primary School has made great achievements with the spirit of keeping pace with the times, pioneering and innovating, and striving hard.