In order to solve fast power supply restoration after temporary fault and further improve the reliability of the distributed intelligent based feeder automation system with fast self-healing performance， a novel re-closing control strategy is put forward. The re-closing process of a switch is started only when the switch is energized. Once the re-closing is succeed， a message is sent to adjacent switches so that makes them closed. With the proposed re-closing strategy， not only the temporary faults and permanent faults can be effectively indentified， but also the restoration process can work normally even with fault in communication channel. An approach to deal with the refused tripping of switches is proposed and bad influence of the refused tripping on the restoration process is remarkably reduced. Based on the analysis， it is pointed out that when there is a missed detection or a mistaken detection of fault current due to accidental interference， the fault influence can only temporary enlarged and then it will be finally well isolated in minimum area. It is suggested that super capacitor is used as the energy storage device for back-up power supplies in the intelligent electronic devices（IEDs） so as to enhance reliability. The results of many cases study given in the paper show the feasibility and effectiveness of the proposed approaches.