The main objective of this research paper is to monitor the various physical parameters in the large scale industries in an effective manner for the proper maintenance and to avoid the major accidents in the industries. At present due to the poor real time monitoring system fault identification and system accuracy has becomes very tedious and frequent field visit is required in industries. In order to overcome and provide solution to the existing system Wireless Sensor Networks (WSN) with high speed advanced ARM processor which executes large instructions is used for the implementation of the proposed system. The automatic industrial parameter monitoring system has capable of monitoring multiple boiler sections or any other units at a same time. Zigbee is the emerging wireless network technology which is used for data communication in hardware system. The physical parameters like temperature, pressure and humidity are sensed using the suitable sensors and transmitted through the zigbee module over the wireless network to the base station. The ARM processor is located in the base station programmed in such a manner to receive the data through the zigbee module from multiple boiler units. The simulation of the automated system is achieved by the Keil C µ vision 4 software to get the desired output.