The invention provides a weaving production line quality and fault detection statistical system. A hardware system comprises a warping machine, a sizing machine, an automatic warp tying machine, an air jet loom, and a cloth inspecting machine whichare electrically connected with an electric power infrastructure in parallel through a server software main connecting line CAN; the software system comprises a hypertext preprocessor PHP, automatic control software APCNA, an air jet loom module screen, a pre-preparation process module, an after-finishing process module, a human-computer interface collector ARM, a database management system MySQL and a server software main connecting line CAN. According to the invention, remote quality inspection monitoring and monitoring management are achieved;system data can be externally accessed and printed; data is reliable, the sharing performance is high, and the query speed is high; self-diagnosis equipment faults can be rapidly counted, monitored and analyzed in time; and the consumption-reducing, quality-improving and synergistic effects are remarkable.