The invention provides an intelligent mine digital asset management and control system, which belongs to the related field of intelligent mines and comprises a front-end sensing system, a rear-end database system and a terminal data processing system. The terminal data processing system is used for performing multi-item management and data development processing on mine production data and providing online query and ad-hoc analysis functions; and processing the input indexes and conditions by using an online query algorithm and an ad-hoc analysis algorithm to obtain a query result and an analysis result. Through the data exploration and statistics module and the data development module, the system can construct and update an off-line model through off-line development and real-time development, so that prediction and optimization of mine production data are realized; off-line model training with batch calculation as the core, online machine learning with flow calculation as the core and data exploration and statistical analysis functions based on online query and ad-hoc analysis should be integrated, and mine production efficiency, safety and decision accuracy are improved.