The work aims to improve the stability of the whole paper feeding system on quality inspection machine. The reliability of the high-speed single sheet paper feeding system was analyzed under unit independent failure and element total load failure modes through the LSI intensity interference model. Destiny truncation experiment was carried out for the system. Change in continuous working hours between two faults was measured when the amount of concerned units was changing. The failure mean time of the whole system was compared with the theoretical value. Spline fitting curve was drawn. Spline fitting curve of unit load total failure model had higher degree of fitting. In conclusion, for the series system of quality inspection machine that is in compliance with the exponential distribution, the unit total load failure model can assess the reliability and stability of the series system more accurately.