Applications of ANN to engineering project management were summarized, including prediction and evaluation of risk, cost estimation, performance prediction, organization effectivity, engineering accident diagnoses, claim and litigation analysis, enter bidding decision, schedule/cost optimation and resource leveling. Problems existing in application were summarized and analyzed, some suggestions on how to develop application of ANN to engineering project management in China were submitted.