National Chung Hsing University
Peng was born in Beipu, Hsinchu County, on 8 February 1947. He earned a bachelor's and master's degree in agriculture from National Chung Hsing University and completed on the school's track team. Peng completed a Ph.D from the University of Illinois. He then returned to NCHU as a professor.