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WIA-PA network is an emerging industrial wireless networks for process automation, the important characteristic of which are high reliability, stability, real-time. According to those characteristics, this paper proposed anew type of routing protocol WIA-PA network Multi-path dynamic routing protocols(WMDSR) by improving the DSR routing protocol. Improving the reliability and real-time of WIA-PA network, and reduce the routing overhead and average packet delay. Simulation results show that, WMDSR protocol well applications WIA-PA industrial wireless networks and significantly reduces the packet overhead and delay.